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      "embedding": [0.029859, 0.046387, 0.131236, 0.036107, 0.098249, -0.000398, -0.015553, 0.048333, -0.040603, 0.024933, -0.07107, 0.042384, -0.047042, -0.016004, 0.047239, 0.003571, 0.017789, -0.078925, -0.009751, 0.006227, -0.00009, 0.013965, 0.027272, 0.002918, -0.022233, -0.031673, 0.000107, 0.063936, -0.045138, -0.012614, -0.144295, 0.089247, 0.0687, 0.009322, 0.006563, -0.027132, 0.033444, 0.087793, -0.031739, -0.068016, -0.095595, -0.056335, -0.013864, 0.062932, -0.027582, -0.018659, -0.131515, 0.107226, -0.106787, 0.068208, -0.080335, 0.139314, -0.023884, 0.053784, -0.043935, 0.095965, 0.048738, -0.071737, 0.042833, 0.022148, 0.100499, -0.022867, -0.011506, -0.001897, 0.00883, -0.024202, -0.071605, -0.073242, -0.020546, 0.108411, 0.050813, 0.127889, -0.021452, -0.035803, -0.036959, -0.108783, -0.070033, 0.074886, 0.003212, 0.018424, 0.046997, 0.03993, 0.037937, 0.009064, 0.020211, 0.031622, 0.038713, -0.044773, -0.025718, 0.064436, 0.003155, -0.039001, -0.011834, 0.043815, 0.122828, -0.009387, -0.039808, 0.018746, 0.017861, -0.051195, 0.01928, 0.032511, 0.089219, -0.052534, -0.071794, 0.053058, -0.035888, -0.12409, -0.07751, -0.028793, 0.025331, 0.098112, -0.063542, 0.024183, -0.098085, 0.138187, -0.020336, 0.043745, -0.027096, 0.007656, -0.041566, 0.086075, -0.049295, 0.016683, 0.03386, 0.005327, 0.09715, -0.017596, 0.026886, -0.05174, 0.074346, 0.017225, 0.009153, 0.016497, 0.058168, 0.063432, -0.001743, -0.069572, -0.005298, 0.033081, -0.093603, -0.027876, -0.079113, 0.034325, 0.107046, -0.055944, -0.085706, -0.027956, -0.017987, 0.036128, -0.072111, 0.037331, 0.052152, -0.052975, -0.038453, 0.015628, 0.09966, 0.096398, -0.046224, -0.006635, -0.004361, 0.026334, -0.086374, -0.092889, 0.031069, 0.040206, -0.01572, 0.104477, 0.036119, -0.042906, 0.040439, -0.094398, 0.136181, -0.008014, 0.104126, 0.062353, 0.102268, 0.079064, 0.027833, -0.01384, 0.002611, -0.031534, -0.0571, 0.013861, -0.018927, -0.000545, 0.041562, 0.080423, 0.087333, 0.029186, -0.024519, -0.14581, 0.137825, -0.003861, 0.042047, -0.062172, -0.07627, 0.089989, 0.025902, 0.093008, 0.077243, -0.021025, 0.0762, -0.035589, -0.037861, -0.10217, 0.024166, 0.023631, 0.045693, -0.04508, -0.023124, -0.13796, 0.025202, -0.081331, -0.044355, -0.029681, -0.104641, -0.043514, 0.010465, -0.032357, 0.161343, -0.041461, 0.03494, 0.086361, -0.085524, 0.165441, 0.160246, 0.063925, 0.073426, -0.041428, -0.039788, 0.066823, 0.039384, 0.057245, -0.007443, 0.079878, -0.012171, -0.00556, -0.035947, -0.007286, 0.058964, -0.001731, -0.020141, 0.006114, 0.026736, -0.123063, 0.04942, 0.004391, -0.07541, 0.020971, -0.005777, -0.03744, -0.063351, -0.144771, -0.047478, 0.024416]
    },
    {
      "name": "biorxiv-mcp-server",
      "displayName": "bioRxiv",
      "description": "Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://biorxiv.caseyjhand.com/mcp",
      "npm": "@cyanheads/biorxiv-mcp-server",
      "github": "https://github.com/cyanheads/biorxiv-mcp-server",
      "version": "0.1.10",
      "auth": "none",
      "keywords": [
        "health",
        "medical",
        "medicine",
        "biology",
        "life sciences",
        "biomedical",
        "preprints",
        "neuroscience",
        "genomics",
        "microbiology",
        "health sciences",
        "research papers",
        "molecular biology",
        "biorxiv",
        "medrxiv",
        "preprint",
        "life-sciences",
        "research",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "europepmc",
        "doi"
      ],
      "tools": [
        {
          "name": "biorxiv_list_categories",
          "description": "List valid subject category strings for bioRxiv and medRxiv. Use these strings as the `category` filter in biorxiv_list_recent to narrow results to a specific field. The taxonomy is static and maintained in-server; run this tool before filtering to get the current valid values.",
          "embedding": [0.071083, -0.06284, 0.076421, 0.021153, 0.077431, 0.052044, 0.01472, 0.099416, -0.093979, 0.05383, -0.088582, 0.025391, -0.003237, 0.012003, 0.08337, 0.039061, -0.00425, 0.005318, -0.050361, -0.006952, -0.022583, -0.003018, 0.022007, -0.001679, 0.070467, 0.043084, -0.029627, 0.086185, -0.038542, -0.01416, -0.063666, 0.047044, -0.008449, 0.104783, 0.007454, 0.012567, -0.002844, -0.003922, -0.010444, -0.042052, -0.117942, -0.08814, -0.083308, 0.053924, 0.048328, -0.007385, -0.173774, 0.049414, -0.020309, 0.139474, -0.011597, -0.042031, 0.014253, 0.12158, -0.062303, -0.027088, 0.070225, -0.072073, 0.003021, 0.064356, -0.018749, 0.021915, -0.006413, 0.041483, 0.036955, 0.015661, -0.059706, -0.051656, -0.076339, 0.106377, 0.063278, 0.058654, 0.08643, 0.008181, 0.024708, -0.126197, -0.137192, 0.007207, -0.052123, 0.05824, 0.008743, 0.038596, 0.063537, -0.001631, 0.039794, 0.022295, 0.088914, -0.075262, -0.019152, 0.002202, -0.020462, -0.033595, 0.072539, -0.022497, 0.097604, -0.056285, -0.067365, 0.016446, -0.001363, -0.058022, -0.049692, 0.015253, 0.057616, -0.077211, -0.02052, 0.02088, -0.078854, -0.067923, -0.128257, -0.018817, -0.005574, 0.083264, -0.080571, 0.033311, -0.12128, 0.105258, 0.018614, 0.084567, -0.052279, 0.079493, 0.025369, 0.088792, -0.008911, 0.017422, 0.03383, -0.029618, 0.125063, 0.012355, 0.016977, -0.00926, 0.008145, 0.028332, -0.023634, 0.058736, 0.039596, -0.028493, -0.017418, -0.017853, 0.03177, 0.052943, -0.019884, -0.077092, -0.092385, -0.049028, 0.061368, -0.015516, -0.057246, 0.003004, 0.023685, 0.045885, 0.022806, 0.005972, 0.082074, -0.024813, -0.025118, 0.039426, 0.074433, 0.102257, 0.003949, -0.043389, 0.028995, 0.047003, -0.030634, -0.023717, 0.047017, 0.056937, -0.022696, 0.032945, 0.031004, -0.008474, 0.006045, -0.03116, 0.113348, -0.042119, 0.106524, -0.009737, 0.086758, 0.076075, -0.000527, 0.023733, -0.033119, 0.00314, -0.082949, -0.021296, 0.043739, -0.098177, 0.075312, 0.052101, 0.095701, 0.055255, -0.031148, -0.042104, 0.123129, 0.056497, 0.090628, -0.03873, -0.038117, 0.153161, 0.036504, -0.051901, 0.067426, 0.034262, 0.019525, -0.026381, -0.063051, -0.012719, -0.006675, -0.059463, 0.05931, 0.006868, 0.026942, -0.020163, 0.047136, -0.071177, -0.060221, -0.018395, 0.008544, -0.057653, -0.041067, -0.084796, 0.181197, -0.082898, 0.03639, 0.095556, -0.084035, 0.145311, 0.152507, 0.059797, 0.161486, -0.027841, -0.020552, 0.125971, 0.042477, 0.056952, -0.07243, 0.049905, -0.060027, -0.030518, 0.006525, 0.035605, 0.123535, 0.114145, -0.075599, -0.001124, 0.008754, -0.103023, 0.074477, -0.075898, -0.087224, -0.033045, 0.050393, 0.030145, 0.040207, -0.123248, -0.022303, 0.024838]
        },
        {
          "name": "biorxiv_list_recent",
          "description": "List preprints posted or revised within a date interval, optionally scoped to one server or a subject category. Returns 30 preprints per page (fixed by the API); pass `cursor` as an integer offset (0, 30, 60, …) to step through additional pages. When server=\"both\" (default), per-server pagination state is returned separately — use each server's `cursor` field for independent advancement. Category filtering is applied server-side; call biorxiv_list_categories for valid category strings.",
          "embedding": [0.031696, 0.038961, 0.110536, 0.008612, 0.079974, 0.036431, 0.041989, 0.075368, -0.055255, 0.038378, -0.082269, -0.009286, 0.013991, -0.009369, 0.071865, 0.026908, -0.027933, -0.014459, -0.063984, -0.064453, 0.002025, 0.003319, 0.056706, -0.0189, -0.009177, 0.012976, -0.028628, 0.043635, -0.076185, -0.018045, -0.075112, 0.014375, 0.043207, 0.083392, 0.061399, -0.004545, 0.018837, 0.022038, 0.009993, -0.030602, -0.098506, -0.082313, -0.085313, 0.077013, 0.008214, -0.018843, -0.164252, 0.047113, 0.007851, 0.095033, -0.070732, 0.030752, 0.01087, 0.08473, -0.081012, 0.017017, 0.045036, -0.087534, -0.007137, 0.038657, -0.001142, -0.015884, 0.036108, 0.068487, 0.038291, 0.044178, -0.029611, -0.019086, -0.01082, 0.125835, 0.071203, 0.044634, 0.084168, 0.066772, 0.053013, -0.14873, -0.12845, -0.002329, -0.035957, 0.030312, -0.015726, 0.040805, 0.051386, -0.031811, 0.04693, 0.048883, 0.052936, -0.056677, -0.006302, -0.067538, -0.017846, -0.056745, 0.065378, -0.002701, 0.052002, -0.016252, -0.074219, 0.047125, 0.012282, -0.088676, 0.032758, 0.063108, 0.027682, -0.036875, -0.047918, 0.00537, -0.112443, -0.13117, -0.120468, -0.031528, -0.01409, 0.077714, -0.09781, 0.052321, -0.112928, 0.122936, -0.004457, 0.080047, -0.066273, -0.030085, 0.040268, 0.08162, 0.049757, 0.060742, 0.002876, -0.011205, 0.132253, -0.012129, 0.04302, -0.056562, 0.047592, 0.008738, -0.025548, -0.00418, -0.001899, -0.004666, -0.01854, -0.011929, 0.064708, 0.011152, -0.025952, -0.08847, -0.097016, -0.103725, 0.088182, -0.018934, -0.071275, 0.009339, 0.00054, 0.051245, 0.001347, 0.018661, 0.065143, -0.026054, 0.023961, 0.061275, 0.074805, 0.107316, -0.043175, -0.037308, 0.003527, 0.101189, -0.028642, -0.031167, 0.03452, 0.043997, -0.041429, 0.050008, 0.028455, -0.013087, -0.012808, -0.045047, 0.07857, 0.018292, 0.101046, 0.04029, 0.161018, 0.03292, 0.020172, 0.016812, 0.005397, -0.001435, -0.058048, 0.022287, -0.038001, -0.107382, 0.078818, 0.112531, 0.00562, 0.072915, -0.025691, -0.083733, 0.13603, 0.008397, 0.090556, -0.104081, -0.075506, 0.109067, 0.000736, -0.021421, 0.065178, 0.063402, 0.051893, 0.058281, -0.02081, -0.04208, 0.001594, -0.053905, 0.087045, -0.009757, -0.001755, -0.037337, 0.012162, -0.053634, -0.042022, -0.041836, -0.013352, -0.089606, -0.007383, -0.101677, 0.163425, -0.036691, 0.089568, 0.125451, -0.000732, 0.138892, 0.12929, 0.027454, 0.125643, -0.06458, -0.051887, 0.071611, 0.005486, 0.043184, -0.054812, 0.041596, -0.079861, -0.021057, -0.015216, -0.04067, 0.074115, 0.143774, -0.048278, -0.002612, 0.039304, -0.119311, 0.033085, -0.034859, -0.059874, -0.060552, 0.005206, 0.029684, 0.007069, -0.128064, -0.010995, 0.107944]
        },
        {
          "name": "biorxiv_get_preprint",
          "description": "Fetch full metadata, abstract, all revision history, full-text/PDF links, and published-journal DOI for one or more preprints by DOI. Each DOI returns all revisions in one response. When server=\"both\" (default), each DOI is checked against both bioRxiv and medRxiv; the response includes which server the preprint was found on. Per-DOI failures are surfaced in failed[] rather than aborting the batch. DOIs must match the pattern 10.NNNN/…",
          "embedding": [0.017448, 0.050487, 0.095883, 0.03888, 0.101049, 0.022908, 0.021749, 0.009943, -0.017948, -0.025912, -0.075526, 0.048329, 0.033689, -0.014795, 0.010561, 0.019243, 0.030134, -0.053279, -0.001085, -0.026176, 0.041096, -0.002541, -0.003299, 0.012753, 0.021623, -0.028828, -0.044537, 0.041105, -0.088627, -0.049293, -0.079986, -0.050916, 0.075835, 0.076258, 0.053538, -0.009076, 0.005478, 0.082506, -0.014744, -0.049228, -0.099776, -0.09758, -0.09812, 0.048494, 0.000203, -0.011926, -0.159594, 0.084193, -0.003808, 0.092416, -0.041145, 0.019316, 0.009479, 0.101374, -0.078395, 0.059535, 0.08014, -0.003497, 0.021056, -0.007148, -0.038143, 0.020977, 0.036567, 0.109652, -0.039004, 0.047009, -0.014435, -0.001393, 0.000755, 0.095618, 0.011707, 0.066076, 0.065154, 0.052344, 0.019898, -0.090207, -0.088252, 0.033517, -0.036667, -0.019748, -0.005627, 0.020742, 0.012117, -0.045922, 0.072303, 0.103046, 0.032123, -0.049857, -0.010819, -0.022847, 0.024576, -0.025359, 0.013617, 0.0386, 0.052071, -0.021483, -0.076929, 0.071613, 0.002272, -0.070159, 0.052372, 0.045223, 0.009832, -0.04193, -0.108002, -0.047352, -0.083371, -0.152733, -0.11217, -0.034648, 0.048986, 0.014129, -0.091513, -0.001771, -0.052494, 0.16263, 0.040172, 0.055051, -0.007993, -0.012838, -0.036739, 0.07241, 0.043203, 0.003553, 0.066625, 0.050984, 0.054562, -0.089233, -0.036006, -0.036158, -0.052657, 0.061728, -0.045928, -0.008918, 0.057329, -0.007336, -0.000494, 0.033288, 0.051328, -0.027004, -0.053644, -0.074249, -0.156852, -0.030437, 0.103545, 0.059657, -0.054809, -0.007649, 0.023266, 0.032813, 0.012358, 0.068488, 0.079582, -0.043941, -0.023034, 0.051925, 0.107185, 0.089528, -0.093902, -0.02999, -0.050112, 0.05205, -0.060188, -0.0332, -0.015777, 0.027428, -0.056382, 0.067378, 0.034016, -0.00254, 0.010857, -0.033557, 0.149761, 0.056627, 0.131256, 0.025342, 0.12231, 0.032381, 0.052668, 0.049384, -0.010015, 0.024535, -0.036419, -0.014525, 0.003338, 0.004987, 0.108151, 0.059502, 0.055639, 0.078969, 0.03797, -0.079406, 0.114548, -0.037896, 0.091429, -0.120462, -0.078868, 0.110821, -0.025272, -0.003614, 0.02812, -0.004287, 0.045894, 0.023243, -0.018487, -0.037768, 0.062966, -0.105749, 0.0534, -0.052831, 0.036985, -0.045066, 0.014216, -0.058707, -0.031707, -0.021629, -0.065761, -0.083918, 0.014496, -0.072932, 0.250472, -0.069848, 0.080489, 0.086264, 0.067914, 0.181752, 0.097257, 0.079324, -0.003466, -0.048397, -0.044491, 0.034837, -0.017576, 0.046561, 0.030156, 0.031804, -0.096483, -0.009146, 0.023942, 0.0018, 0.073901, 0.106379, -0.057917, 0.019791, 0.01468, -0.105895, -0.028816, -0.009025, -0.090205, 0.026902, 0.00266, 0.009381, 0.006838, -0.142471, -0.042788, 0.056375]
        },
        {
          "name": "biorxiv_get_published_version",
          "description": "Resolve a preprint DOI to its full journal publication record — journal DOI, journal name, published date, and corresponding author details. Use when the preprint's `published` field from biorxiv_get_preprint is non-null and you need the full crosswalk metadata. Returns a not-found error when the preprint is not yet published. Check biorxiv_get_preprint first to confirm the published field is populated.",
          "embedding": [-0.053864, 0.002334, 0.103529, 0.019735, 0.115602, 0.045594, 0.041112, 0.014568, -0.029742, 0.07449, -0.008322, -0.048376, 0.001436, 0.030229, 0.070569, 0.059827, 0.037506, -0.051411, -0.014119, -0.034755, -0.021085, -0.008162, -0.031162, -0.026011, 0.019431, -0.012869, -0.033465, 0.05068, -0.043931, -0.02777, -0.112069, -0.060297, 0.055039, 0.044808, -0.029579, 0.046273, 0.017108, 0.030082, -0.037397, -0.05741, -0.064652, -0.065635, -0.086297, 0.119125, -0.025425, -0.01151, -0.139318, 0.101525, 0.001379, 0.09859, -0.000244, 0.028764, -0.014735, 0.096062, -0.034645, 0.091524, 0.036241, -0.077707, -0.006603, -0.014745, -0.009338, -0.019434, -0.025813, 0.086844, 0.005766, 0.058176, 0.014042, -0.027822, -0.012069, 0.0843, -0.024043, 0.06758, 0.049929, -0.021367, -0.024275, -0.066951, -0.033288, 0.061517, -0.00435, 0.012453, -0.006478, -0.041819, -0.032328, -0.025085, 0.05467, 0.089644, -0.02664, -0.075663, -0.063017, -0.00961, -0.022446, -0.028396, 0.028598, 0.038802, 0.062436, -0.028889, -0.026117, 0.075612, -0.012134, -0.10297, 0.042452, 0.045374, -0.007361, 0.045571, -0.053465, -0.050351, -0.109476, -0.160074, -0.056163, -0.060033, 0.054546, 0.074397, -0.086179, 0.005677, -0.065496, 0.189199, 0.011158, 0.079728, 0.025214, -0.001897, -0.03166, 0.070876, 0.067213, 0.022883, 0.002325, 0.069791, 0.058956, -0.037425, -0.009247, 0.026167, -0.07715, 0.065841, -0.043009, 0.009209, 0.051914, -0.019131, 0.012885, -0.001208, 0.053864, -0.020649, -0.016197, -0.036836, -0.121509, -0.055427, 0.13159, 0.011677, -0.025461, -0.056779, 0.042706, 0.072152, 0.080086, 0.050767, 0.067775, -0.057962, -0.030462, 0.068427, 0.067766, 0.067017, -0.089991, 0.002168, -0.044328, 0.073558, -0.041601, -0.049789, 0.033639, -0.016083, 0.028787, 0.030635, 0.086146, -0.032472, 0.045896, -0.064327, 0.144279, 0.052524, 0.11602, 0.065581, 0.107712, 0.056311, -0.002227, 0.085985, 0.069994, 0.065597, -0.045339, 0.025791, -0.03782, -0.06268, 0.04403, 0.076182, 0.04626, 0.017571, -0.033165, -0.089525, 0.068764, -0.108085, 0.067705, -0.078633, -0.090583, 0.154251, -0.054951, 0.00278, 0.080236, -0.041893, 0.0038, 0.027035, -0.040289, -0.01162, 0.104315, -0.093027, 0.089486, -0.057154, 0.046588, -0.053825, 0.067853, -0.118949, -0.056152, -0.054516, -0.058484, -0.072078, -0.055444, -0.099339, 0.168005, -0.043176, 0.130983, 0.038835, -0.039784, 0.167361, 0.134648, 0.114518, -0.022294, -0.065255, -0.066597, 0.044326, -0.034743, 0.053732, 0.025121, -0.016438, -0.104451, -0.057303, -0.008059, 0.035217, 0.073008, 0.070945, -0.036027, -0.006309, 0.036959, -0.097268, -0.005903, -0.008354, -0.06007, 0.04518, 0.007458, 0.039958, 0.021465, -0.111879, -0.018864, 0.051475]
        },
        {
          "name": "biorxiv_search_preprints",
          "description": "Search preprints by keyword using EuropePMC for relevance ranking, then enrich matching DOIs with full bioRxiv/medRxiv metadata. Covers both servers by default. EuropePMC indexes new preprints within 1–2 days of posting; for preprints posted within the last day, prefer biorxiv_list_recent. The search backend is EuropePMC — bioRxiv's native search endpoint is not used.",
          "embedding": [-0.00091, 0.070156, 0.141216, 0.009263, 0.09471, 0.034289, 0.065991, 0.046105, -0.046814, -0.008624, -0.116629, 0.020794, 0.028387, -0.004004, 0.110121, 0.015533, 0.04453, 0.006286, -0.04014, 0.011033, -0.008775, 0.051416, 0.03871, 0.03815, 0.019086, -0.010704, -0.028716, 0.008242, -0.079559, -0.039918, -0.07774, -0.043012, 0.086021, 0.112927, 0.000257, 0.004959, 0.018029, 0.079826, -0.010513, -0.075792, -0.130912, -0.102094, -0.100252, 0.087125, -0.03187, -0.065142, -0.151394, 0.103243, -0.004477, 0.07932, -0.01299, -0.010408, 0.040834, 0.139545, -0.082129, 0.01389, 0.061643, -0.090239, 0.009881, 0.03768, -0.008765, 0.007672, 0.017608, 0.081851, 0.02276, 0.037963, -0.088892, -0.045551, -0.004316, 0.075741, 0.029529, 0.097102, 0.094243, 0.00268, 0.031641, -0.053535, -0.094472, 0.025277, -0.0509, 0.054942, 0.044623, 0.064233, 0.038457, -0.079549, 0.0337, 0.105807, 0.047852, -0.004852, -0.024215, -0.036495, -0.017968, -0.02271, 0.054836, 0.037489, 0.079153, -0.012957, -0.082126, 0.043891, -0.051597, -0.084337, 0.051537, 0.043691, 0.010727, -0.010364, -0.046399, -0.047322, -0.065691, -0.118892, -0.069792, -0.0195, -0.008298, 0.107968, -0.059819, -0.0031, -0.06888, 0.155062, 0.015787, 0.000021, -0.07059, 0.004508, -0.035937, 0.081744, -0.004704, 0.074817, 0.039627, 0.00965, 0.089156, -0.016022, 0.011206, -0.029459, 0.050035, 0.005701, -0.067674, -0.011793, 0.048764, 0.040269, 0.013835, -0.003252, 0.062793, 0.03162, -0.014196, -0.056929, -0.106164, -0.103787, 0.141334, 0.031112, -0.037883, -0.004986, -0.016696, 0.028745, -0.041494, 0.033221, 0.093205, -0.021128, 0.006286, 0.090436, 0.090136, 0.045987, -0.060052, -0.03821, -0.041759, 0.04781, -0.03027, -0.058924, 0.024843, 0.012578, 0.01471, 0.057822, 0.014375, 0.006046, 0.044195, -0.0618, 0.159553, 0.032614, 0.126011, 0.049157, 0.088628, 0.067225, 0.027265, 0.013976, -0.030201, 0.048861, -0.059766, 0.010421, -0.017934, -0.103605, 0.088311, 0.087848, 0.068538, 0.010133, -0.013872, -0.045986, 0.110671, -0.053011, 0.067582, -0.064646, -0.020109, 0.103074, -0.042431, 0.009854, 0.049288, 0.05233, 0.089662, 0.046284, -0.076366, -0.043407, 0.008811, -0.111901, -0.014144, -0.016502, 0.051505, -0.080509, -0.01478, -0.067719, -0.037173, -0.020148, -0.03799, -0.100981, -0.036082, -0.057843, 0.17258, -0.032994, 0.070546, 0.118756, -0.008895, 0.160339, 0.154218, 0.000895, 0.070202, -0.0372, -0.022947, 0.088039, -0.018733, 0.079741, -0.047832, 0.014444, -0.073585, -0.017848, 0.021509, -0.003933, 0.10502, 0.064003, -0.032314, -0.029928, 0.017792, -0.058746, 0.03588, -0.026928, -0.086071, 0.035734, -0.008313, -0.001766, -0.02186, -0.131003, 0.002916, 0.070334]
        }
      ],
      "embedding": [0.032389, 0.053517, 0.119735, 0.008454, 0.12343, 0.040868, 0.040033, 0.017062, -0.016157, 0.016223, -0.085121, 0.037481, 0.013504, -0.014712, 0.071882, 0.001581, 0.009829, -0.039243, -0.025928, -0.037274, -0.015429, 0.019719, -0.006044, 0.038353, 0.001741, -0.019265, -0.044792, 0.04895, -0.066626, -0.014646, -0.105373, -0.021246, 0.061323, 0.084252, 0.052151, 0.015849, 0.001124, 0.034531, 0.00371, -0.052901, -0.118128, -0.111001, -0.047314, 0.070907, -0.042002, -0.03508, -0.189579, 0.089147, -0.039208, 0.100181, -0.003841, 0.049463, 0.026768, 0.090944, -0.041122, 0.030505, 0.081263, -0.094108, 0.032989, 0.02417, 0.02162, 0.004488, -0.004043, 0.060553, -0.008501, 0.027345, -0.038801, -0.06527, -0.030133, 0.092631, 0.074876, 0.0887, 0.050014, 0.011104, 0.023465, -0.096101, -0.091069, 0.040172, -0.015164, 0.054021, 0.04649, 0.030359, 0.041204, -0.045244, 0.069873, 0.071416, 0.069921, -0.022138, -0.027862, -0.028644, -0.012301, -0.027944, 0.025003, -0.010742, 0.059042, 0.001972, -0.083744, 0.03641, -0.010875, -0.073545, 0.013018, 0.05075, 0.059836, -0.010753, -0.069297, -0.022104, -0.08367, -0.115457, -0.062058, -0.028538, 0.000478, 0.099013, -0.070765, 0.015227, -0.095555, 0.160758, 0.033657, 0.085286, -0.083818, -0.032524, -0.022402, 0.071811, 0.004243, 0.04928, 0.029938, 0.024085, 0.09478, -0.072938, 0.039447, -0.01978, 0.030594, 0.010746, -0.022989, 0.006293, 0.063286, 0.039246, -0.018687, -0.013112, 0.001915, 0.027817, -0.047088, -0.036951, -0.077826, -0.044325, 0.134616, 0.000715, -0.050382, -0.029359, 0.000304, 0.065315, -0.029099, 0.023536, 0.098328, -0.025063, -0.021441, 0.066024, 0.106209, 0.078079, -0.041295, -0.045478, -0.02505, 0.066068, -0.068328, -0.085689, 0.038746, 0.013467, -0.02601, 0.069422, -0.003121, -0.017171, 0.030582, -0.059443, 0.186462, 0.036998, 0.1234, 0.054326, 0.097456, 0.066576, 0.032991, 0.009291, 0.006361, -0.010226, -0.059441, 0.005959, 0.008663, -0.069235, 0.087294, 0.104961, 0.075812, 0.041847, -0.018883, -0.1133, 0.116247, -0.018402, 0.062686, -0.081249, -0.061514, 0.141657, -0.021248, 0.026709, 0.021776, 0.022174, 0.049266, -0.011919, -0.056324, -0.031152, 0.045653, -0.064389, 0.043134, -0.011312, 0.051746, -0.054622, 0.04582, -0.09381, 0.00639, -0.013424, -0.073751, -0.069112, -0.019196, -0.067435, 0.197821, -0.093548, 0.084504, 0.118777, -0.015071, 0.158464, 0.14722, 0.031375, 0.054499, -0.045257, -0.036922, 0.088501, 0.010271, 0.072473, -0.03785, 0.046903, -0.072942, -0.026369, -0.009377, -0.015029, 0.136659, 0.029007, -0.060564, -0.024484, 0.020845, -0.126505, 0.027321, 0.002519, -0.052538, 0.023332, -0.006529, 0.015573, -0.015443, -0.158979, -0.028319, 0.068225]
    },
    {
      "name": "bls-labor-mcp-server",
      "displayName": "BLS",
      "description": "Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://bls-labor.caseyjhand.com/mcp",
      "npm": "@cyanheads/bls-labor-mcp-server",
      "github": "https://github.com/cyanheads/bls-labor-mcp-server",
      "version": "0.2.3",
      "auth": "none",
      "keywords": [
        "economy",
        "economics",
        "labor",
        "jobs",
        "employment",
        "unemployment",
        "wages",
        "salaries",
        "inflation",
        "consumer price index",
        "cost of living",
        "prices",
        "productivity",
        "workforce",
        "labor market",
        "bls",
        "bureau-of-labor-statistics",
        "cpi",
        "ppi",
        "jolts",
        "labor-market",
        "time-series",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "bls_list_surveys",
          "description": "List BLS survey programs with their abbreviation codes, full names, and metadata about calculation support and annual averages. Use to discover which survey covers a topic before calling bls_search_series. Optional category filter narrows results to prices, employment, wages, productivity, injuries, or time_use surveys.",
          "embedding": [0.044656, 0.078753, 0.125829, -0.048382, 0.068904, 0.130312, 0.006112, 0.056703, -0.100011, -0.063649, -0.08945, 0.066651, 0.026126, -0.03117, -0.036361, 0.01903, 0.039326, -0.014378, 0.036385, -0.003137, -0.035391, 0.019047, 0.117412, 0.02875, -0.060702, -0.080508, -0.055206, 0.024022, -0.154885, 0.003085, -0.115651, 0.096966, 0.01803, 0.033133, -0.075462, 0.037147, -0.029596, 0.041749, 0.028066, -0.077337, -0.050061, -0.073496, -0.051078, 0.0749, -0.020335, -0.042495, -0.208776, -0.015241, -0.026539, 0.021558, -0.022321, 0.080892, 0.083047, 0.047019, 0.046455, 0.042612, 0.068895, -0.080405, -0.014571, -0.026877, 0.08716, -0.068105, 0.04144, 0.008553, 0.094297, -0.062332, -0.050169, 0.087091, -0.069961, 0.025399, 0.051836, 0.005101, 0.013151, 0.074789, 0.058258, -0.160409, -0.114167, 0.017362, -0.020757, 0.021676, 0.009443, 0.022994, 0.088403, -0.019258, 0.040578, -0.030445, 0.051349, -0.096776, 0.011781, 0.105642, -0.065786, -0.068677, 0.038698, -0.031371, 0.012451, -0.113707, 0.012537, 0.039544, -0.029943, 0.065941, -0.02748, 0.024702, 0.092434, 0.081073, -0.00064, 0.026824, 0.018335, -0.011308, -0.052453, 0.024689, -0.019178, -0.016785, 0.000478, 0.018295, 0.005614, 0.046736, -0.018374, 0.042258, -0.020889, 0.004886, -0.037862, 0.027253, -0.026945, -0.011338, 0.082218, -0.016055, 0.07903, 0.021035, 0.029084, -0.006519, 0.062318, 0.016828, -0.003296, -0.02054, -0.004382, -0.005971, -0.094377, -0.098842, 0.000237, 0.059922, -0.114812, 0.002221, 0.001228, -0.057131, 0.070733, -0.091189, -0.096436, -0.002731, 0.008922, 0.050258, -0.009089, 0.012162, -0.003856, -0.035927, 0.116941, -0.020107, 0.091199, -0.06687, 0.024763, -0.017239, -0.005344, -0.005302, -0.014819, -0.063585, 0.053488, 0.052104, 0.006674, 0.012487, -0.001121, 0.063427, -0.024161, -0.014184, 0.09728, 0.057575, -0.015181, -0.018557, 0.134765, 0.07943, 0.099835, 0.105039, 0.002952, 0.007517, -0.013377, 0.010298, -0.034984, -0.105355, 0.06023, -0.036682, 0.095037, 0.010438, -0.048469, -0.147619, 0.05442, -0.022685, 0.009018, -0.031615, 0.003066, 0.1577, 0.002876, -0.0112, -0.030508, 0.024132, 0.069637, -0.08109, -0.055374, 0.008892, -0.001346, 0.031978, 0.044302, 0.02477, 0.076382, -0.039729, 0.054699, -0.136044, 0.034279, -0.07099, -0.067134, 0.021503, 0.174952, 0.038237, 0.239395, -0.013722, 0.110454, -0.015323, -0.140796, -0.008741, 0.138982, 0.066257, 0.021474, -0.051133, 0.004641, 0.04224, 0.005782, 0.031433, 0.009528, 0.091177, -0.045307, -0.062927, 0.008305, 0.014352, 0.049126, 0.036225, 0.035152, 0.028664, 0.058865, -0.084861, 0.103611, -0.001375, -0.03564, 0.042314, -0.01843, 0.063638, 0.016029, -0.018733, -0.015584, 0.082749]
        },
        {
          "name": "bls_search_series",
          "description": "Search the BLS series catalog by natural language query, survey code, geographic area, or keywords to resolve cryptic SeriesIDs. Returns matching series with decoded components (survey, area, item, seasonal flag) and plain-language names. Use this before bls_get_series when you have a concept but not a SeriesID. Operates offline — no API quota consumed. Survey filter accepts two-letter codes (CU, CE, LN, LA, PC, JT, OE, EC, PR). Area filter accepts state names, MSA names, or FIPS area codes.",
          "embedding": [0.022843, 0.057875, 0.114984, 0.019652, 0.042914, 0.155618, 0.035977, 0.06254, -0.043017, -0.040409, -0.107375, 0.053499, -0.007446, -0.005293, -0.001261, 0.021309, 0.03693, 0.001036, 0.012162, 0.035724, 0.00569, 0.010682, 0.14375, 0.034235, -0.108124, -0.095975, -0.092773, 0.029831, -0.082622, 0.0266, -0.08902, 0.119469, 0.006868, 0.038568, -0.076021, 0.014375, -0.088021, 0.012498, 0.015207, 0.000098, -0.111559, -0.077779, -0.018877, 0.076209, -0.015489, -0.018341, -0.238569, 0.020201, -0.057979, -0.016904, -0.034015, 0.031043, 0.075156, 0.06704, 0.070108, 0.020913, 0.087147, -0.131049, 0.023733, -0.011703, 0.098449, -0.063862, -0.013879, -0.026946, 0.048997, -0.016826, -0.078001, 0.042747, -0.014833, -0.008858, 0.037423, 0.026566, 0.018604, 0.058046, 0.003025, -0.091615, -0.161223, 0.056366, 0.013337, 0.067405, -0.055911, 0.032941, 0.04678, -0.045157, 0.073156, -0.072674, 0.061244, -0.087655, 0.027258, 0.073168, -0.094482, -0.062586, 0.065705, -0.052375, 0.026455, -0.079861, 0.038129, 0.057086, -0.059215, 0.037656, -0.070532, 0.004268, 0.072625, 0.070946, -0.018465, -0.016167, 0.038874, 0.037605, -0.028456, -0.002434, -0.013102, 0.025056, 0.006001, 0.0321, 0.010799, 0.031509, -0.048734, 0.039607, -0.047047, 0.023175, 0.003976, 0.093299, -0.02439, -0.005477, 0.098426, -0.051936, 0.014906, 0.039599, -0.014538, -0.011652, 0.015644, -0.020544, -0.001902, 0.057262, -0.019942, -0.015748, -0.077577, -0.079168, -0.033178, 0.035967, -0.042171, 0.021069, 0.001509, -0.075629, 0.03326, -0.004139, -0.051975, -0.051455, 0.017973, 0.079095, -0.01176, -0.018721, 0.050156, -0.084664, 0.047202, -0.060718, 0.082858, -0.048668, 0.026443, -0.032704, 0.022956, 0.028574, -0.010807, -0.057771, 0.037645, 0.063931, 0.064249, 0.005666, 0.003772, 0.029809, -0.019083, -0.014955, 0.110849, 0.053543, 0.045492, -0.029223, 0.105361, 0.088583, 0.055673, 0.0503, 0.014217, 0.008144, -0.014477, -0.027774, -0.034032, -0.081443, 0.11179, -0.020087, 0.044407, 0.020249, -0.030054, -0.127147, 0.073494, -0.052125, -0.057426, -0.018607, -0.007505, 0.203364, 0.002684, -0.012739, -0.007899, 0.033943, 0.111235, -0.08355, -0.026733, 0.006271, -0.012627, 0.007276, 0.066345, 0.00385, 0.079761, -0.090425, 0.015006, -0.188268, 0.04893, -0.028292, -0.059934, 0.016247, 0.182677, -0.01137, 0.209152, 0.007988, 0.077464, 0.007285, -0.121924, 0.022188, 0.132946, 0.036294, 0.039884, -0.087577, -0.009787, 0.087534, -0.011636, -0.011696, -0.025854, 0.010191, -0.017645, -0.087056, -0.003807, 0.031817, 0.074647, 0.066332, -0.024133, 0.012636, 0.060379, -0.118197, 0.087045, -0.03411, -0.034381, 0.034793, -0.022392, 0.087339, -0.029663, -0.069554, -0.017018, 0.026194]
        },
        {
          "name": "bls_get_latest",
          "description": "Return the single most recent observation for one or more BLS series. Use for \"what is X right now\" questions — the current unemployment rate, the latest CPI reading, etc. Each series consumes one API query against the 500/day limit; for the current value of many series, bls_get_series with a 1-year window is more quota-efficient (one query for up to 50 series). Recommended limit: 10 series; maximum: 50.",
          "embedding": [0.013266, 0.106814, 0.089555, -0.057897, 0.046579, 0.134844, -0.029404, 0.059947, -0.050124, -0.072881, -0.045771, 0.055281, 0.049833, -0.006393, 0.033475, -0.034318, 0.016957, -0.036336, -0.043933, -0.065309, 0.01182, 0.021564, 0.095336, -0.011208, -0.100336, -0.071396, -0.134736, 0.054469, -0.140991, 0.00138, -0.146789, 0.061931, 0.005106, 0.085991, 0.018922, 0.077277, -0.051745, 0.024248, 0.080421, -0.027553, -0.062653, -0.077989, -0.0128, 0.034522, -0.013537, 0.002571, -0.203986, -0.003014, -0.012052, 0.030229, -0.011905, 0.046433, 0.018657, 0.069161, 0.039401, 0.044379, 0.05903, -0.141444, -0.052729, -0.013934, 0.140064, -0.085666, 0.088471, -0.04223, 0.048076, -0.036963, -0.081048, 0.038878, -0.029076, -0.014242, 0.080473, -0.008579, -0.013442, 0.126218, 0.026766, -0.105639, -0.132303, 0.032989, 0.043227, 0.036485, -0.052527, 0.009536, 0.062621, -0.073422, 0.04674, -0.017988, 0.064247, -0.042795, -0.007018, 0.09597, -0.060013, -0.027105, 0.09841, -0.025697, -0.032738, -0.098319, 0.016663, 0.057254, -0.01339, 0.032181, -0.061903, -0.02751, 0.022757, 0.106568, -0.026617, 0.023877, -0.046085, -0.02826, -0.058852, -0.007037, -0.099569, 0.065572, -0.014449, 0.051125, 0.007638, 0.015057, -0.006036, 0.064732, -0.106509, -0.004247, -0.00007, 0.053484, -0.003617, -0.042028, 0.085637, -0.082359, 0.004053, 0.013796, 0.103976, -0.042427, 0.080459, 0.01637, -0.009302, 0.013266, -0.023046, 0.001001, -0.072017, -0.058769, -0.014107, 0.068517, -0.064188, -0.030401, 0.001267, -0.096089, 0.077949, -0.01952, -0.096598, -0.069959, 0.026585, 0.030836, -0.022587, 0.018478, -0.043826, -0.087019, 0.039516, -0.042147, 0.095295, -0.04068, -0.001268, -0.040683, 0.053986, 0.027217, 0.020448, -0.065743, 0.055653, 0.040503, -0.008078, 0.001288, 0.044729, 0.042402, -0.025857, 0.100124, 0.06578, 0.008153, -0.017818, -0.001585, 0.154794, 0.017058, 0.077234, 0.08291, -0.021826, 0.008172, 0.012892, 0.048246, -0.031507, -0.12841, 0.045489, 0.012025, 0.064735, -0.011393, -0.019314, -0.114101, 0.022042, -0.036102, 0.004879, -0.034652, -0.030398, 0.093337, 0.0378, -0.072256, 0.032622, 0.054726, 0.099069, -0.078378, -0.062822, 0.008088, 0.008714, 0.020684, 0.028793, 0.039958, 0.050804, -0.041568, -0.036397, -0.137328, -0.010798, -0.058192, -0.032027, 0.01695, 0.085059, -0.029788, 0.213888, -0.047454, 0.058627, 0.006434, -0.109546, -0.029772, 0.101227, 0.051603, 0.007774, -0.107773, 0.001777, 0.015063, -0.025529, -0.002793, 0.003589, 0.030378, -0.089227, -0.035875, -0.067847, -0.038249, 0.092359, 0.100424, 0.030178, 0.064976, 0.07965, -0.113526, 0.102788, 0.044159, -0.071921, -0.003944, -0.026624, 0.069997, -0.052604, -0.0799, -0.055571, 0.053966]
        },
        {
          "name": "bls_get_series",
          "description": "Fetch time-series data for 1–50 BLS series by SeriesID in a single API request (one query against the 500/day limit). Supports optional year range (up to 20 years per request) and BLS-computed period-over-period calculations (net change + percent change together — not individually; not all surveys support it, check bls_list_surveys first). When the total observation count would exceed the inline context budget, results spill to a canvas dataframe and the response includes a dataset.name handle for follow-up SQL via bls_dataframe_query. Use bls_search_series first if you need to resolve a concept to a SeriesID.",
          "embedding": [-0.002258, 0.08432, 0.113598, -0.049788, 0.032312, 0.0913, 0.020924, 0.056774, -0.017305, -0.091174, -0.058509, 0.042575, 0.021848, -0.04983, -0.003655, -0.005988, 0.040898, -0.044738, 0.013616, -0.0294, 0.019064, 0.01598, 0.113343, 0.084171, -0.136987, -0.0784, -0.087477, 0.065066, -0.108187, 0.040004, -0.08866, 0.055692, -0.01456, 0.071871, 0.020155, 0.053091, -0.014605, 0.035052, 0.027335, -0.042205, -0.045787, -0.022832, 0.018842, 0.047888, 0.001472, -0.022264, -0.177032, -0.011374, -0.00537, 0.026767, -0.078887, 0.094515, 0.09754, 0.050038, 0.070067, 0.050841, 0.059359, -0.101303, -0.03714, -0.025205, 0.122938, -0.144874, 0.084482, -0.064686, 0.034152, -0.039848, -0.054289, 0.087281, -0.01892, -0.004938, 0.087312, -0.011196, 0.015921, 0.142369, 0.008645, -0.116958, -0.12332, 0.009758, 0.02122, 0.029304, -0.048673, -0.011537, 0.063672, -0.0634, 0.057722, -0.013686, 0.075581, -0.11097, -0.00072, 0.065597, -0.07416, -0.005074, 0.07428, -0.023107, -0.024963, -0.047386, -0.021704, 0.067685, 0.041494, 0.035736, -0.037038, 0.005324, 0.012896, 0.057589, -0.008317, 0.002721, -0.027835, -0.019916, -0.112192, -0.032448, -0.05483, 0.040212, -0.05244, 0.0683, 0.057882, 0.004715, 0.003061, 0.091637, -0.043618, -0.04639, -0.036518, 0.047105, -0.029832, -0.015631, 0.039249, -0.011872, 0.035249, -0.013868, 0.061689, -0.001074, 0.067603, -0.001242, 0.009919, -0.004667, -0.021056, 0.028777, -0.072627, -0.090507, -0.010791, 0.097807, -0.062972, -0.010578, -0.007581, -0.090575, 0.056855, 0.003355, -0.029964, -0.045239, 0.035196, 0.044291, -0.054973, -0.009212, 0.004338, -0.081576, 0.054193, -0.032037, 0.09362, -0.039617, 0.01054, -0.007045, 0.086289, 0.075982, -0.044767, -0.083647, 0.073973, 0.024545, -0.000736, -0.005181, 0.016039, 0.052887, -0.005925, 0.059113, 0.038139, 0.026756, 0.077204, 0.012366, 0.134547, 0.051976, 0.077005, 0.052046, 0.003843, 0.006459, 0.025398, -0.012075, -0.052831, -0.102446, 0.028019, 0.011133, 0.078819, 0.023753, -0.014011, -0.155334, 0.080487, -0.012644, 0.00202, -0.027969, -0.002984, 0.123858, 0.023035, -0.0132, -0.036464, 0.083895, 0.104549, -0.099378, -0.002488, -0.025002, 0.008136, -0.003347, 0.10075, 0.002503, 0.028106, -0.01146, 0.004932, -0.175364, 0.030663, -0.043216, -0.043318, 0.043805, 0.08205, -0.00422, 0.231428, -0.032867, 0.082477, -0.039076, -0.132082, -0.021678, 0.116691, 0.064634, 0.029054, -0.127117, -0.028705, 0.090746, -0.037072, 0.003457, -0.046873, 0.071831, -0.078905, -0.077432, -0.025293, -0.013134, 0.10992, 0.076413, -0.057662, 0.012282, 0.044123, -0.118886, 0.047621, 0.024301, -0.065028, -0.03404, -0.051704, 0.093658, -0.029658, -0.070237, -0.045933, 0.090963]
        },
        {
          "name": "bls_dataframe_describe",
          "description": "List canvas dataframes materialized by bls_get_series, with provenance (source tool, query parameters), TTL, row count, and column schema. Use before writing SQL to confirm column names. Lazy-sweeps expired tables before responding. Requires CANVAS_PROVIDER_TYPE=duckdb.",
          "embedding": [0.05073, 0.08061, 0.125857, 0.000387, 0.124473, 0.084358, -0.072539, 0.102801, -0.080881, -0.1163, -0.046343, 0.048148, 0.003829, -0.030636, 0.031606, -0.046298, 0.009628, -0.011058, 0.029395, -0.067913, 0.007281, -0.004296, 0.08735, 0.054351, -0.089368, -0.072112, -0.058224, 0.068399, -0.092347, 0.032309, -0.056845, 0.07358, 0.025469, 0.06961, -0.01746, 0.065068, -0.025846, 0.095483, 0.038152, -0.111814, -0.048535, -0.055435, 0.025573, 0.135625, 0.030336, -0.001799, -0.193336, 0.017346, 0.017135, 0.080141, -0.038981, 0.044431, 0.038662, 0.113549, 0.022017, 0.081601, 0.060318, -0.073046, -0.007856, -0.072091, 0.090966, -0.063155, 0.027183, -0.070014, 0.055021, -0.036945, -0.048379, 0.076289, 0.025523, 0.04009, 0.043817, 0.03215, -0.036294, 0.080317, 0.038103, -0.128449, -0.099337, 0.031595, 0.030703, 0.063677, -0.066013, 0.036195, 0.087766, 0.038706, -0.002845, -0.026024, 0.086348, -0.084498, -0.026403, 0.047682, -0.061318, -0.056784, -0.008774, -0.006509, -0.05535, -0.057752, 0.058354, 0.012082, 0.052172, -0.013878, -0.064323, -0.027789, 0.066497, 0.000577, -0.018342, 0.021756, -0.066567, -0.043661, -0.053994, 0.007527, -0.044679, 0.074943, -0.019802, 0.059386, -0.004054, 0.027955, -0.054177, 0.081801, -0.030878, 0.031931, 0.018446, 0.065126, -0.054681, -0.01516, 0.054257, -0.045789, 0.006427, 0.026831, -0.022417, -0.016687, 0.07317, 0.021073, 0.018108, -0.016367, -0.034145, -0.01628, -0.075665, -0.082445, -0.024723, 0.104421, -0.064858, 0.023759, 0.0111, -0.023349, 0.03938, -0.025172, 0.016518, -0.034135, 0.013583, 0.075813, -0.020603, -0.014141, 0.016415, -0.056783, 0.032531, 0.045492, 0.097327, -0.013763, -0.029896, -0.029911, 0.0858, 0.021761, -0.009127, -0.0792, 0.069649, 0.027684, 0.010974, -0.009781, -0.0089, 0.030138, -0.033842, 0.012597, 0.074459, 0.044218, 0.013425, 0.051974, 0.092072, -0.028699, 0.092194, 0.046656, -0.011663, 0.040656, -0.02767, 0.003775, -0.035022, -0.094786, 0.049419, 0.004512, 0.069146, 0.039814, -0.07303, -0.139699, 0.032219, -0.010249, 0.040662, -0.008741, -0.053158, 0.164723, 0.061095, -0.029922, -0.05632, 0.09786, 0.031977, -0.068572, -0.010259, -0.067091, 0.036799, 0.039119, 0.107342, -0.013865, 0.037244, -0.034156, 0.015153, -0.136741, 0.01553, -0.083092, -0.075331, 0.024969, 0.112986, 0.006358, 0.22308, -0.039798, 0.066593, -0.037056, -0.123457, 0.007953, 0.122943, 0.071839, 0.121097, -0.127744, -0.028618, 0.094578, -0.009682, 0.014787, -0.053441, 0.051431, -0.055276, -0.058212, 0.036358, -0.003712, 0.121341, 0.05586, 0.020003, -0.074681, 0.018242, -0.159585, 0.046674, -0.00306, -0.08102, 0.002077, -0.033395, 0.115384, -0.058233, -0.043046, 0.022403, 0.089891]
        },
        {
          "name": "bls_dataframe_query",
          "description": "Run a single-statement SELECT against the canvas dataframes registered by bls_get_series. Read-only: writes, DDL, DROP, COPY, PRAGMA, ATTACH, and external-file table functions are rejected. System catalogs (information_schema, pg_catalog, sqlite_master, duckdb_*) are denied at the bridge layer — use bls_dataframe_describe to list available dataframes. Supports JOINs, aggregates, window functions, and CTEs. Optional register_as persists the result as a new dataframe with a fresh TTL for chained analysis. Canvas SQL operations consume zero BLS API quota. Requires CANVAS_PROVIDER_TYPE=duckdb.",
          "embedding": [0.02176, 0.125226, 0.106929, 0.036849, 0.147146, 0.096747, -0.064521, 0.087936, -0.034359, -0.073536, -0.026293, 0.029052, -0.019682, -0.044343, 0.068471, -0.046055, 0.058584, -0.041127, 0.026383, -0.086261, 0.028322, -0.004246, 0.081274, 0.087535, -0.136867, -0.060732, -0.053459, 0.107524, -0.077937, 0.023264, 0.007403, 0.09166, 0.023757, 0.090851, 0.029811, 0.073517, -0.051521, 0.052738, 0.047574, -0.090236, -0.074865, -0.023295, 0.036193, 0.118076, 0.085335, 0.028698, -0.130837, 0.022803, 0.005943, 0.069629, -0.079449, 0.032672, 0.06201, 0.083145, 0.045951, 0.091169, 0.037788, -0.085782, 0.001405, -0.051298, 0.07967, -0.049442, 0.017404, -0.076031, 0.077799, -0.032454, -0.05757, 0.054648, 0.025416, 0.013418, 0.045966, 0.035592, -0.057825, 0.112431, 0.018668, -0.075272, -0.071374, 0.047002, 0.095848, 0.051454, -0.02215, 0.039508, 0.046469, 0.006609, 0.04271, -0.064433, 0.058993, -0.144367, -0.008302, 0.045461, -0.05174, -0.045193, 0.040251, 0.002416, -0.085092, -0.03237, 0.051016, 0.055981, 0.059948, -0.00665, -0.086398, -0.004719, 0.069137, 0.008328, -0.036031, 0.033741, -0.060855, -0.041764, -0.07336, -0.012555, -0.023016, 0.05962, -0.01742, 0.021888, 0.01334, 0.006552, -0.010203, 0.108495, -0.061958, 0.055814, 0.05458, 0.100221, -0.012402, -0.038653, 0.060281, -0.083317, 0.000953, 0.002569, 0.019089, -0.021873, 0.07565, 0.022128, 0.045744, 0.019555, -0.050265, 0.000033, -0.043433, -0.109269, -0.086453, 0.068418, -0.01277, -0.004865, 0.006507, -0.020018, -0.022354, 0.073561, 0.026037, -0.032247, 0.007796, 0.056757, -0.018658, -0.020023, 0.00043, -0.059809, -0.014338, 0.050436, 0.092163, -0.027217, -0.020715, 0.020925, 0.088921, 0.008314, -0.020413, -0.095434, 0.093078, 0.073727, 0.024097, -0.034654, -0.014997, 0.000739, -0.055117, 0.032598, 0.052916, 0.018571, 0.060548, 0.038427, 0.055533, -0.030486, 0.10064, 0.036691, -0.002052, 0.053311, 0.001886, 0.024003, -0.054029, -0.122428, 0.08239, 0.019371, 0.07866, 0.035757, -0.09121, -0.099845, 0.066208, -0.052493, 0.030757, -0.027475, -0.072383, 0.177682, 0.038948, -0.05662, -0.030515, 0.133768, 0.053566, -0.082048, 0.015803, -0.034301, 0.018077, -0.024562, 0.040762, -0.0108, 0.048626, -0.023971, -0.01308, -0.066905, 0.048475, -0.076594, -0.073962, 0.054078, 0.100465, 0.031563, 0.178461, -0.028345, 0.062507, -0.074576, -0.077586, 0.019254, 0.084521, 0.099102, 0.055935, -0.142569, 0.003718, 0.084212, -0.015179, 0.052314, -0.074554, 0.049165, -0.050094, -0.079516, 0.030105, -0.007634, 0.096768, 0.087043, 0.022455, -0.064991, -0.015019, -0.128008, 0.071758, 0.042269, -0.042116, -0.000263, -0.031506, 0.123795, -0.116541, -0.006683, 0.025162, 0.05773]
        }
      ],
      "embedding": [0.017211, 0.111413, 0.112597, -0.042393, 0.069409, 0.097285, -0.034405, 0.100533, -0.067814, -0.080401, -0.081443, 0.035795, 0.032243, -0.023245, -0.032545, -0.005365, -0.032277, -0.04795, 0.030706, -0.047927, -0.034728, 0.017516, 0.097345, 0.06064, -0.109647, -0.097448, -0.061971, 0.033859, -0.164974, -0.005099, -0.136019, 0.088284, 0.006945, 0.064334, -0.062341, 0.080969, -0.023848, 0.021508, 0.057193, -0.070225, -0.072968, -0.021433, -0.04282, 0.058837, -0.016737, -0.032167, -0.202334, 0.014953, -0.02139, 0.04526, -0.012624, 0.082317, 0.052054, 0.059372, 0.041259, 0.033335, 0.059135, -0.11906, -0.025332, -0.033553, 0.120591, -0.088212, 0.055302, -0.073819, 0.054558, -0.038557, -0.02971, 0.030063, -0.026337, 0.030461, 0.065307, 0.009187, 0.017623, 0.042517, 0.035135, -0.132225, -0.068275, 0.063582, -0.014873, 0.010002, -0.044653, 0.025849, 0.051247, -0.002408, 0.048092, -0.004548, 0.07725, -0.034528, 0.005562, 0.128075, -0.06211, -0.014032, -0.003536, -0.013128, -0.010347, -0.066525, 0.002323, 0.02696, -0.014135, 0.049722, -0.030368, 0.0174, 0.083621, 0.081129, -0.006597, 0.0384, -0.030823, -0.024892, -0.061501, 0.024444, -0.059831, 0.016791, -0.016819, 0.016221, -0.015445, 0.035179, -0.01018, 0.04103, -0.051646, -0.020297, -0.037166, 0.001313, -0.036487, -0.008703, 0.08345, -0.037936, 0.067853, 0.008853, 0.105029, -0.028809, 0.082651, -0.003091, 0.024313, -0.009092, 0.013178, -0.014244, -0.104456, -0.065084, -0.030513, 0.093598, -0.119583, 0.049085, -0.027559, -0.079638, 0.066608, -0.055933, -0.104466, -0.008439, -0.025809, 0.036951, -0.057186, -0.036088, 0.044243, -0.023906, 0.030887, -0.018246, 0.161911, -0.036454, -0.014582, -0.004017, 0.01116, 0.007754, -0.028324, -0.090072, 0.035756, 0.077772, -0.027108, 0.016052, 0.040049, 0.040745, -0.009971, -0.002912, 0.11015, 0.097442, 0.039475, 0.017704, 0.119343, 0.026079, 0.082893, 0.099669, 0.001016, -0.003346, 0.005192, 0.009654, -0.04503, -0.095402, 0.044774, -0.047746, 0.084964, 0.02645, -0.004203, -0.15539, 0.040475, -0.079247, 0.028708, 0.014297, -0.012259, 0.128212, 0.056037, -0.014403, -0.088634, 0.027206, 0.03929, -0.065414, -0.069958, -0.001614, 0.008916, 0.053431, 0.07267, 0.016928, 0.038534, 0.014486, 0.057534, -0.138673, -0.003782, -0.050084, -0.090942, 0.02562, 0.192104, 0.018552, 0.187158, -0.00806, 0.125193, -0.010539, -0.10457, 0.005414, 0.102094, 0.059687, 0.051119, -0.063638, -0.024208, 0.02273, 0.019354, 0.035901, 0.008636, 0.066769, -0.103948, -0.005455, 0.02019, -0.023533, 0.117344, 0.029007, -0.003532, -0.025102, 0.031462, -0.126321, 0.066172, 0.007705, -0.050757, 0.037067, -0.019736, 0.034814, 0.036088, -0.097065, -0.000866, 0.104067]
    },
    {
      "name": "brapi-mcp-server",
      "displayName": "BrAPI",
      "description": "A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, germplasm, genotypes, & more - across Breedbase, T3, Sweetpotatobase, & any BrAPI v2-compliant server.",
      "category": "research",
      "endpoint": "https://brapi.caseyjhand.com/mcp",
      "npm": "@cyanheads/brapi-mcp-server",
      "github": "https://github.com/cyanheads/brapi-mcp-server",
      "version": "0.6.4",
      "auth": "none",
      "keywords": [
        "plant breeding",
        "crop science",
        "agriculture",
        "agronomy",
        "genomics",
        "plant genetics",
        "germplasm",
        "phenotyping",
        "crop research",
        "plant science",
        "biology",
        "seeds",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "claude",
        "bun",
        "stdio",
        "streamable-http",
        "brapi",
        "breedbase",
        "plant-breeding",
        "bioinformatics",
        "genotyping",
        "pedigree",
        "observations",
        "llm-tools",
        "typescript"
      ],
      "tools": [
        {
          "name": "brapi_connect",
          "description": "Open a connection to a BrAPI v2 server, authenticate, and return the full orientation envelope (server identity, capability profile, content summary). Required handshake before other BrAPI tools. Supports multiple concurrent connections via named aliases. Credentials can be configured server-side and omitted from this call. Built-in known servers (callable with no `baseUrl` or `auth` — public BrAPI v2 endpoints): `bti-breedbase-demo`, `bti-cassava`, `bti-sweetpotato`, `t3-barley`, `t3-oat`, `t3-wheat`. Operator-configured aliases on this deployment (credentials and/or baseUrl read from server env vars): `default`, `cassava`. Aliases are shortcuts only; any other BrAPI v2 server is reachable by passing `baseUrl` directly.",
          "embedding": [0.082771, 0.053097, 0.053963, -0.09475, 0.150899, 0.01635, 0.093776, 0.095883, -0.030569, -0.080257, -0.123329, 0.035522, -0.035718, 0.00138, -0.013158, 0.009168, 0.018457, -0.081002, -0.052729, -0.057366, -0.017904, -0.069958, 0.054129, 0.031734, -0.030456, -0.046817, -0.024735, 0.041165, -0.014349, 0.017849, -0.025037, -0.02198, 0.001094, -0.003013, 0.05935, -0.014036, 0.027998, 0.087467, -0.035935, -0.117749, -0.083844, 0.004317, 0.002615, 0.016991, -0.02739, 0.04126, -0.114027, 0.144846, -0.024951, 0.0917, -0.146023, 0.044139, 0.008074, 0.011414, 0.103625, 0.110044, 0.025686, -0.075593, 0.098445, 0.030375, -0.039504, -0.010141, -0.033977, -0.006502, 0.059329, 0.016719, -0.085693, -0.052291, -0.047627, -0.01839, 0.063426, 0.031853, -0.020381, -0.052566, 0.117583, -0.147358, -0.082127, 0.136246, 0.110623, 0.105197, 0.017827, -0.007457, -0.063857, 0.020745, -0.037995, 0.025605, 0.074276, -0.041601, -0.001822, -0.018215, -0.024305, -0.07458, 0.016143, 0.072177, 0.066362, -0.019548, -0.040095, 0.060898, 0.034269, 0.014868, -0.101029, 0.051509, -0.014782, 0.023265, -0.093434, 0.031735, -0.079075, -0.119985, -0.169477, 0.03155, 0.028613, 0.022529, -0.000478, 0.085847, -0.062479, 0.095666, -0.03706, 0.023975, -0.028047, 0.050177, 0.032253, 0.068626, -0.080501, 0.043191, 0.032873, -0.029868, 0.031089, -0.010871, 0.028463, -0.007292, -0.012124, -0.039435, 0.041856, 0.024889, -0.059058, 0.02025, 0.005114, -0.101104, 0.049802, 0.021111, -0.008517, 0.049912, -0.030125, 0.019637, 0.069364, 0.073587, -0.059343, -0.036881, 0.088981, 0.037827, -0.036214, 0.035715, 0.076202, -0.039024, 0.026309, 0.055425, 0.112714, 0.051821, -0.064534, -0.019216, 0.048902, -0.050777, -0.100928, -0.068637, 0.067668, 0.061144, 0.024131, 0.02658, 0.084787, 0.01391, 0.018267, -0.058055, 0.017871, 0.02304, 0.101695, 0.067118, 0.141797, -0.06715, -0.003879, 0.060717, -0.014206, 0.072173, -0.026127, 0.021944, -0.059853, -0.020701, 0.070862, -0.046938, 0.027052, 0.036628, -0.046897, -0.000749, 0.108663, -0.045664, -0.022289, -0.017479, -0.046915, 0.042541, 0.013811, -0.033973, 0.026433, 0.062946, 0.00474, 0.00936, -0.050394, -0.049704, 0.000742, -0.051671, 0.133346, -0.015348, -0.10672, -0.032872, -0.000544, -0.035113, -0.006731, -0.0233, -0.075362, -0.076771, 0.179242, -0.030066, 0.192075, -0.023707, 0.006785, 0.064785, 0.027229, 0.051884, 0.142309, 0.057473, 0.094029, -0.080532, 0.011436, 0.028544, 0.05111, 0.075569, -0.034381, 0.069956, -0.02663, -0.067195, -0.021633, -0.099469, 0.081429, 0.046133, -0.050971, -0.008137, 0.062771, -0.141987, 0.035822, 0.003927, -0.003982, -0.037805, -0.002921, 0.063152, -0.027507, -0.117481, 0.016914, -0.0092]
        },
        {
          "name": "brapi_server_info",
          "description": "Return the full orientation envelope for a registered BrAPI connection — server identity, capabilities, content counts, and notes. Re-running refreshes the cached capability scan; pass an alias to read a non-default connection.",
          "embedding": [0.056222, 0.043453, 0.068328, -0.117551, 0.152085, 0.022753, 0.035143, 0.08488, -0.05216, -0.060888, -0.092418, 0.005938, -0.005182, -0.045235, -0.042029, -0.017848, -0.000684, -0.096324, -0.033133, -0.03463, -0.040178, -0.080006, 0.017295, 0.064761, 0.013644, -0.042104, -0.024542, -0.014099, -0.021961, -0.020615, -0.085668, -0.018496, 0.005283, 0.045073, -0.028749, 0.00587, -0.005448, 0.109887, -0.048512, -0.087275, -0.1291, -0.033454, -0.024688, 0.019607, -0.044241, 0.032347, -0.168956, 0.155498, -0.060557, 0.047387, -0.116572, 0.042408, -0.051461, 0.007017, 0.046473, 0.071775, 0.040053, -0.050363, 0.090056, 0.014005, -0.053656, 0.019469, 0.008224, 0.005333, 0.021571, -0.021952, -0.052611, -0.036888, -0.019157, 0.033474, 0.009937, -0.000793, -0.010656, -0.025952, 0.077461, -0.118069, -0.089041, 0.127715, 0.091418, 0.04686, 0.029257, 0.026493, -0.062255, 0.03158, 0.003483, -0.009484, 0.093021, -0.052978, 0.003487, 0.010562, -0.010889, -0.08022, 0.012029, 0.057319, 0.053871, -0.056908, -0.037105, 0.038216, 0.02913, 0.008972, -0.109325, 0.051595, -0.007539, -0.011445, -0.119199, -0.011871, -0.043884, -0.096728, -0.170634, 0.057418, 0.045083, 0.065731, -0.018661, 0.066107, -0.079539, 0.13695, 0.007371, 0.021516, -0.046232, 0.031857, 0.023975, 0.054065, -0.048308, 0.033431, 0.034757, -0.000732, 0.029177, 0.000804, 0.062239, -0.026854, -0.045422, -0.041562, 0.046947, 0.037961, -0.070445, 0.015282, 0.001426, -0.126794, 0.04145, 0.043977, -0.06529, 0.060843, -0.07466, 0.019018, 0.076687, 0.035565, -0.057881, -0.034517, 0.064616, 0.036471, 0.000141, -0.002717, 0.056141, -0.065318, 0.026155, 0.006318, 0.0897, 0.075031, -0.120955, -0.047924, -0.037244, -0.046957, -0.083482, -0.025113, 0.079815, 0.069933, 0.017786, 0.058679, 0.051731, -0.009423, 0.011096, -0.09303, 0.037586, -0.000885, 0.073212, 0.052071, 0.142711, -0.064321, -0.031702, 0.062503, -0.042365, -0.032883, -0.038401, 0.020992, -0.09316, -0.029978, 0.08393, -0.012181, 0.073559, 0.032058, -0.038345, -0.083439, 0.092941, -0.07925, 0.048925, 0.021423, -0.071643, 0.075506, 0.001249, -0.028168, 0.051321, 0.044118, 0.02826, 0.017027, -0.066194, -0.098988, 0.008557, -0.063659, 0.108542, -0.023972, -0.078721, -0.063404, 0.050063, -0.040069, 0.006193, -0.005815, -0.0793, -0.089434, 0.133086, -0.076947, 0.206051, 0.024618, -0.002886, 0.07792, -0.042889, 0.054787, 0.172294, 0.084796, 0.075488, -0.109819, 0.019592, 0.011296, 0.030373, 0.050011, -0.037894, 0.087971, -0.019918, -0.009302, 0.015779, -0.030881, 0.077147, 0.029598, -0.033241, 0.045993, 0.058988, -0.128101, 0.038974, 0.046706, -0.019455, -0.011873, 0.013551, 0.077869, 0.006005, -0.120885, -0.063667, -0.028892]
        },
        {
          "name": "brapi_describe_filters",
          "description": "List the valid filter names for a BrAPI endpoint (studies, germplasm, observations, variables, images, variants, locations) — companion lookup for the `extraFilters` passthrough on any `find_*` tool. Entries reflect the BrAPI v2.1 spec; individual servers may implement subsets.",
          "embedding": [0.066599, 0.026313, 0.000487, -0.082801, 0.153874, -0.004017, 0.004211, 0.066831, -0.039108, 0.000791, -0.160396, -0.022408, -0.028001, -0.052306, -0.009641, 0.019703, -0.015057, -0.013634, -0.057341, 0.011405, 0.008748, -0.098356, 0.061468, -0.00665, 0.055442, 0.014414, -0.002765, 0.005445, -0.011639, -0.022546, -0.075084, 0.035396, -0.035845, 0.015006, -0.038722, -0.045921, 0.000532, 0.049494, 0.00088, -0.06913, -0.119226, -0.077124, -0.076748, 0.038821, 0.010691, 0.042734, -0.09685, 0.102138, -0.042555, 0.064119, -0.104253, 0.068069, 0.022013, 0.052158, 0.005374, 0.06986, 0.064836, -0.070937, 0.05113, 0.065201, -0.049868, 0.063687, 0.010318, -0.000668, 0.084293, -0.016032, -0.110893, -0.052893, -0.022476, -0.003983, 0.072961, 0.031243, 0.038021, -0.049043, 0.078283, -0.113998, -0.098558, 0.055701, 0.054571, 0.056962, 0.021942, 0.020528, -0.019987, -0.015795, -0.034876, 0.013307, 0.064562, -0.052845, -0.009364, -0.007831, 0.018454, -0.08385, 0.048292, 0.052342, 0.070506, -0.08164, -0.029631, 0.009119, -0.010728, 0.003995, -0.145325, 0.043293, 0.001071, -0.020756, -0.114452, 0.04418, -0.015807, -0.110187, -0.175566, 0.081683, 0.034572, 0.049975, -0.018188, 0.127679, -0.020059, 0.128554, -0.045005, 0.044108, -0.080833, 0.097344, 0.083678, 0.005637, -0.082913, 0.059472, 0.039892, 0.087636, 0.019346, 0.029154, -0.028177, -0.018308, -0.022678, -0.049526, 0.068108, 0.028282, -0.00732, -0.071361, 0.006046, -0.111438, 0.025859, 0.057651, 0.007324, 0.024399, -0.068778, -0.005322, 0.031218, 0.050337, -0.005925, -0.027195, 0.049076, 0.019298, -0.043353, 0.060799, 0.133852, -0.041673, 0.01476, -0.032524, 0.081513, 0.057735, -0.084926, -0.059278, 0.003204, -0.02793, -0.053407, -0.032931, 0.04773, 0.07597, 0.061918, 0.036871, 0.038878, 0.092971, -0.028322, -0.099006, 0.027118, -0.030153, 0.148263, 0.019921, 0.119863, -0.055995, -0.030354, 0.058826, -0.023318, -0.015899, -0.089924, 0.002992, -0.052863, -0.066271, 0.113419, -0.035227, 0.041728, 0.008837, -0.083073, -0.06595, 0.115664, -0.00431, -0.009253, -0.017176, -0.024664, 0.035426, 0.063874, -0.051374, -0.020585, 0.012237, 0.02553, 0.044885, -0.074657, -0.047148, -0.051905, -0.050401, 0.090871, 0.002512, -0.038269, -0.033321, 0.024331, -0.056921, 0.013307, 0.006174, -0.070333, -0.025826, 0.170103, -0.087741, 0.194161, -0.019911, 0.004603, 0.027729, -0.071946, 0.059831, 0.177777, -0.007402, 0.051635, -0.102911, 0.042133, 0.051999, 0.034186, 0.058997, -0.035721, 0.050757, -0.034075, 0.051853, 0.062409, 0.025064, 0.104918, 0.048714, -0.003786, 0.058807, 0.085739, -0.125561, 0.062727, -0.012845, -0.004149, 0.007983, 0.053614, 0.077887, 0.031538, -0.14635, -0.043828, -0.003831]
        },
        {
          "name": "brapi_find_studies",
          "description": "Locate studies matching crop, trial type, season, location, or program. Enriches results with program/trial/location context in one call. When the upstream total exceeds loadLimit, the full result set is materialized as a dataframe — query it with brapi_dataframe_query (SQL).",
          "embedding": [0.068247, 0.039147, 0.052437, -0.028528, 0.112381, 0.039117, 0.014665, 0.060539, -0.037679, -0.037276, -0.101929, -0.039133, 0.004078, -0.03582, 0.032901, -0.017444, 0.019543, -0.079696, 0.00649, -0.049937, -0.00425, -0.04076, 0.066624, 0.057336, 0.001637, 0.004115, -0.000793, 0.021761, 0.00693, -0.008455, -0.107715, -0.019088, -0.024791, 0.043158, -0.017639, -0.030003, -0.010254, 0.094102, 0.00214, -0.090765, -0.175695, -0.068318, -0.054665, 0.025441, 0.044393, 0.048185, -0.141367, 0.152489, -0.061507, 0.04145, -0.134488, 0.091761, -0.00379, 0.014553, 0.056849, 0.08975, 0.064365, -0.081927, 0.013972, 0.031642, -0.053697, 0.037037, 0.053379, -0.033652, 0.049374, -0.030405, -0.075183, -0.008292, -0.024979, 0.036978, 0.080841, 0.060832, -0.035358, 0.036366, 0.051682, -0.102606, -0.099531, 0.064114, 0.063296, 0.06029, 0.018357, -0.004599, -0.025118, -0.006618, 0.072333, 0.026703, 0.064768, -0.129264, 0.029621, 0.030005, 0.018558, -0.026567, 0.001368, 0.050076, 0.017343, -0.086322, 0.023098, 0.044523, 0.004937, 0.014237, -0.10478, 0.026774, 0.01597, 0.020596, -0.112035, 0.037814, -0.038459, -0.069895, -0.169863, 0.019751, 0.020624, 0.096755, -0.070898, 0.076645, -0.028574, 0.09237, 0.011937, 0.063846, -0.100549, 0.041715, 0.015232, 0.050304, -0.073906, 0.038234, -0.018879, 0.054046, -0.021917, -0.026161, 0.062843, -0.012547, 0.011899, -0.038856, 0.030349, 0.036428, -0.044367, 0.020655, -0.00232, -0.118447, 0.035727, 0.040173, -0.06285, 0.036393, -0.063811, 0.007602, 0.073581, 0.079499, -0.004306, -0.037639, 0.052619, 0.035034, -0.064946, 0.074496, 0.008722, -0.095919, -0.011349, 0.028466, 0.057913, 0.025917, -0.095301, -0.047931, 0.022711, -0.036762, -0.027788, -0.085489, 0.067081, 0.022195, 0.056769, 0.028145, 0.003329, 0.014745, -0.021667, -0.104126, 0.04445, -0.001272, 0.057243, 0.006817, 0.10781, -0.063639, -0.098939, 0.044984, -0.010844, -0.048111, -0.022698, -0.020404, -0.087026, -0.057305, 0.156607, -0.003188, 0.097932, -0.003616, -0.058378, -0.097165, 0.077901, -0.060614, 0.049023, -0.053794, -0.012964, 0.036299, 0.059968, -0.037281, 0.017691, 0.068476, 0.103802, 0.031528, -0.102163, -0.095934, -0.06829, -0.081087, 0.097131, -0.018506, -0.064838, -0.068859, 0.015981, -0.101906, -0.010452, 0.025497, -0.054663, 0.012625, 0.055116, -0.039682, 0.227173, 0.019112, -0.023349, 0.054432, -0.047507, 0.011535, 0.16107, 0.058014, 0.040354, -0.127713, 0.02687, 0.095401, 0.052397, 0.112167, -0.012219, 0.043753, -0.041924, 0.00733, 0.006643, 0.039191, 0.110434, 0.048354, -0.047064, 0.058207, 0.110563, -0.116916, 0.021054, -0.036585, -0.034913, -0.027118, 0.064899, 0.064059, -0.040892, -0.074428, -0.068927, -0.029825]
        },
        {
          "name": "brapi_get_study",
          "description": "Fetch a single study by DbId with program, trial, and location fully resolved. Response includes cheap observation/observation-unit/variable counts as drill-down signals.",
          "embedding": [0.079728, 0.040654, 0.045322, -0.049415, 0.153052, 0.007507, 0.029128, 0.043486, -0.014573, -0.064593, -0.110763, 0.008484, 0.027902, -0.088635, -0.012205, -0.029676, 0.008776, -0.090768, -0.004368, -0.05345, -0.036617, -0.062678, 0.044338, 0.04296, -0.021982, -0.012998, 0.060619, -0.01602, -0.066314, -0.025628, -0.102566, -0.053602, -0.035782, 0.050276, -0.049169, -0.011385, -0.007216, 0.095386, -0.010469, -0.104346, -0.106498, -0.082668, -0.041785, 0.01363, -0.015328, 0.038319, -0.168293, 0.125317, -0.046773, 0.018338, -0.133838, 0.061032, -0.029257, -0.007457, 0.057181, 0.079225, 0.060112, -0.083794, 0.052872, 0.036723, -0.072085, 0.004865, 0.032572, 0.004784, 0.014765, -0.050854, -0.057279, -0.006148, -0.076533, 0.051511, 0.039167, -0.002081, -0.023698, 0.023226, 0.08661, -0.112113, -0.066407, 0.11583, 0.111322, 0.07439, 0.034025, -0.019627, -0.039536, -0.021262, 0.05067, 0.024348, 0.102294, -0.039666, -0.005783, 0.026007, -0.075427, -0.065366, -0.01023, 0.0637, 0.006577, -0.015626, -0.018932, 0.032049, -0.01412, 0.01739, -0.069754, 0.065264, 0.032453, 0.046261, -0.135127, 0.041975, -0.062623, -0.079399, -0.176853, 0.048078, 0.005006, 0.049169, -0.015, 0.071911, -0.0743, 0.139346, 0.00009, 0.06212, -0.052645, 0.009332, -0.038368, 0.015256, -0.098213, 0.038203, 0.014264, 0.050371, -0.017677, -0.045881, 0.033417, -0.006617, 0.001207, -0.063825, 0.05225, 0.014068, -0.045644, -0.036872, 0.03528, -0.116402, 0.018754, 0.063788, -0.074021, 0.024681, -0.074087, 0.004931, 0.079945, 0.053759, -0.050841, -0.032538, 0.066672, 0.057955, -0.006097, 0.040274, 0.018785, -0.057437, -0.023441, -0.035417, 0.054078, 0.024187, -0.109415, -0.005222, -0.044333, -0.018268, -0.047731, 0.011403, 0.095649, 0.007276, 0.034788, 0.062515, -0.015349, 0.006679, -0.026076, -0.069445, 0.053158, 0.010804, 0.05847, 0.007425, 0.087947, -0.040303, -0.04069, 0.064163, -0.021916, -0.070253, 0.027887, -0.042939, -0.047349, -0.076288, 0.120685, 0.007548, 0.069723, -0.003946, -0.009057, -0.087908, 0.121548, -0.079288, 0.03228, -0.069134, -0.037138, 0.05713, 0.012855, -0.044963, -0.004538, 0.025894, 0.052565, 0.011997, -0.075578, -0.089279, -0.022784, -0.030469, 0.126421, -0.037305, -0.055832, -0.078947, 0.069461, -0.073203, 0.018205, 0.029831, -0.075714, 0.015842, 0.118283, -0.051721, 0.147124, 0.020506, 0.002065, 0.080834, -0.054714, 0.056812, 0.213903, 0.069309, 0.087878, -0.118723, -0.011422, 0.058192, 0.052573, 0.113428, -0.007815, 0.052105, -0.027867, 0.008642, 0.01667, -0.019489, 0.117773, 0.014717, -0.036594, 0.05862, 0.076801, -0.118155, 0.040608, -0.011219, -0.018864, -0.004711, 0.000936, 0.10923, -0.008191, -0.124206, -0.091837, -0.07024]
        },
        {
          "name": "brapi_find_germplasm",
          "description": "Find germplasm by name, synonym, accession number, PUI, crop, or free-text query. Matches across registered synonyms. When the upstream total exceeds loadLimit, the full result set is materialized as a dataframe — query it with brapi_dataframe_query (SQL) instead of paging row-by-row.",
          "embedding": [0.035667, 0.04238, 0.060368, -0.036945, 0.102141, 0.037795, 0.033353, 0.039669, -0.028071, -0.015137, -0.088635, 0.003007, 0.023465, 0.024265, 0.077398, -0.018839, 0.007819, -0.060698, 0.009542, -0.034512, 0.030173, -0.035875, 0.096251, 0.059105, -0.001712, 0.005797, 0.02404, 0.050725, -0.013738, -0.034282, -0.145722, -0.004255, 0.011591, 0.05335, -0.018721, -0.046965, -0.022968, 0.123766, 0.048995, -0.116675, -0.185093, -0.061946, -0.034184, 0.032718, 0.021431, 0.032673, -0.169541, 0.152218, -0.052525, 0.049717, -0.092471, 0.054571, -0.034625, 0.021515, 0.020713, 0.037674, 0.030298, -0.085681, 0.000288, 0.007369, -0.025826, 0.057833, 0.034917, -0.033544, 0.048556, 0.014269, -0.069819, 0.017796, -0.040503, 0.091398, 0.092046, 0.03834, -0.045957, 0.000632, 0.033298, -0.101573, -0.052971, 0.072234, 0.059807, 0.100905, -0.022036, 0.030444, 0.003238, -0.017145, 0.083109, 0.007064, 0.024158, -0.068667, 0.006573, 0.047363, 0.07032, -0.06588, -0.019368, -0.011102, -0.00687, -0.050801, 0.025976, 0.018073, -0.042407, 0.031699, -0.100784, -0.031319, 0.040401, -0.059882, -0.142002, -0.016608, -0.060269, -0.059667, -0.138432, 0.043061, 0.00385, 0.09615, -0.014252, 0.103834, -0.026533, 0.087806, 0.023472, 0.032445, -0.080492, 0.061092, 0.067256, 0.024948, -0.065202, -0.003744, 0.030153, 0.028913, -0.011009, -0.028911, 0.021205, 0.018696, 0.040409, 0.000178, 0.016756, 0.020277, -0.03851, -0.006321, 0.020876, -0.054655, 0.043206, 0.021256, -0.024122, 0.030134, -0.062354, 0.091399, 0.043179, 0.100631, 0.019852, -0.019594, 0.022755, 0.044543, -0.035058, 0.053034, 0.012878, -0.104416, 0.055387, 0.037781, 0.095497, 0.023953, -0.075362, -0.034995, 0.011636, -0.027858, -0.033653, -0.079096, 0.046201, 0.010714, 0.064015, 0.038017, -0.000754, -0.035854, -0.011659, -0.103289, 0.014581, -0.021797, 0.060586, 0.032438, 0.110125, -0.115933, -0.086236, 0.049817, -0.020379, -0.094158, -0.041291, 0.026776, -0.086698, -0.068502, 0.103935, 0.012185, 0.134984, -0.023667, -0.109044, -0.120469, 0.08101, -0.055803, 0.023402, -0.014273, -0.013853, 0.03494, 0.063425, -0.043198, -0.00047, 0.011052, 0.067643, -0.006758, -0.063601, -0.088342, -0.080098, -0.027023, 0.08113, -0.002332, -0.048309, -0.066962, 0.051681, -0.144325, 0.017113, 0.010691, -0.047423, -0.05179, 0.095802, 0.017906, 0.225044, -0.003467, 0.000041, 0.056879, -0.058545, 0.041076, 0.197413, 0.086558, 0.008999, -0.1384, 0.009021, 0.066263, 0.095556, 0.075788, 0.015643, 0.00866, -0.050812, 0.025539, 0.03331, 0.018777, 0.087528, -0.006908, -0.056651, 0.050375, 0.128514, -0.090176, 0.005503, -0.030416, -0.029521, -0.031032, 0.097092, 0.063664, 0.000315, -0.102802, -0.03805, -0.051373]
        },
        {
          "name": "brapi_get_germplasm",
          "description": "Fetch a single germplasm by DbId with attributes and direct parents. Response companions report study count, direct parent count, and direct descendant count — signals for pedigree depth and observation coverage.",
          "embedding": [0.024175, 0.03814, 0.051756, -0.107092, 0.155922, 0.007177, 0.024131, 0.039842, -0.032603, -0.06316, -0.119626, 0.010918, 0.056218, -0.051287, 0.000568, -0.012597, 0.000901, -0.086366, -0.016217, -0.048699, -0.023111, -0.095333, 0.03661, 0.0529, -0.008234, -0.038423, 0.079737, -0.006213, -0.060214, -0.054548, -0.128939, -0.034244, -0.01621, 0.007816, -0.048596, -0.006529, -0.031555, 0.106323, 0.001366, -0.090879, -0.074965, -0.066516, -0.009706, -0.007044, -0.027934, 0.0317, -0.188793, 0.113811, -0.023271, 0.017624, -0.107542, 0.025162, -0.068245, 0.028202, 0.048965, 0.060559, 0.016455, -0.054434, 0.00625, 0.041794, -0.128434, 0.044816, 0.080674, 0.019353, 0.02597, -0.008318, -0.007531, -0.007453, -0.070495, 0.124027, 0.045726, -0.019029, -0.020419, -0.009866, 0.077065, -0.075686, -0.06325, 0.112442, 0.089389, 0.03214, 0.032146, 0.017234, -0.052498, -0.007544, 0.058464, 0.010275, 0.104459, -0.034139, 0.023318, 0.039489, -0.019619, -0.105989, -0.00904, 0.037291, 0.037157, -0.040698, -0.019377, 0.022254, -0.037188, 0.011022, -0.077153, 0.045744, 0.022235, -0.02722, -0.176082, -0.014951, -0.058432, -0.083055, -0.189342, 0.059709, 0.002145, 0.03855, -0.030564, 0.104055, -0.050817, 0.154074, 0.01304, -0.00851, -0.037307, 0.06937, 0.032847, 0.007485, -0.037056, 0.027785, 0.003563, 0.098435, -0.019556, -0.055145, 0.048848, 0.024177, -0.012239, -0.028258, 0.050908, 0.026074, -0.049953, -0.062325, 0.027456, -0.084624, 0.039281, 0.052711, -0.095471, 0.039839, -0.088477, 0.00653, 0.09437, 0.065922, -0.008605, -0.015436, 0.029416, 0.037183, -0.038202, 0.016211, 0.046672, -0.095266, 0.038023, -0.000727, 0.085602, 0.032658, -0.095437, 0.009977, -0.03202, -0.055606, -0.033298, 0.009466, 0.046584, 0.017236, 0.000033, 0.045215, 0.002074, -0.038905, -0.016693, -0.057338, 0.009503, 0.019103, 0.086549, 0.028275, 0.088538, -0.093783, -0.01767, 0.080062, -0.009449, -0.103052, 0.018375, -0.023348, -0.09664, -0.108751, 0.109529, -0.02751, 0.065187, -0.022349, 0.004283, -0.101773, 0.104362, -0.050238, 0.004518, -0.027359, -0.01486, 0.022514, -0.017414, -0.036119, -0.007757, -0.000024, 0.028696, 0.059523, -0.005112, -0.093172, -0.045309, -0.027189, 0.126199, -0.046256, -0.054135, 0.009485, 0.074097, -0.07175, -0.012328, 0.033163, -0.046555, -0.035648, 0.145167, -0.034276, 0.154628, 0.003519, 0.029674, 0.083371, -0.08809, 0.042421, 0.202325, 0.080491, 0.046705, -0.115922, 0.003065, 0.045498, 0.068433, 0.034914, -0.027143, 0.033278, -0.0598, 0.022771, 0.046973, -0.018628, 0.098037, 0.007612, -0.015199, 0.055198, 0.087321, -0.10159, 0.011527, 0.006397, 0.003284, 0.01771, 0.043694, 0.108612, 0.042832, -0.119128, -0.074638, -0.061739]
        },
        {
          "name": "brapi_walk_pedigree",
          "description": "Walk germplasm ancestry or descendancy as a deduplicated DAG, with multi-generation traversal, cycle detection, and depth limits. Returns nodes + edges plus traversal stats (depthReached, rootCount, leafCount, cycleCount, deadEndCount).",
          "embedding": [0.061974, 0.027097, 0.070522, -0.095191, 0.140902, 0.006704, 0.049519, 0.004989, -0.058821, -0.069769, -0.053407, -0.067701, -0.02077, -0.036339, 0.029773, -0.012801, -0.004531, -0.098171, 0.062382, -0.061525, -0.033823, -0.116938, 0.047852, 0.033195, -0.036394, -0.032448, 0.051429, -0.002979, -0.08529, -0.009708, -0.137075, -0.007857, 0.017692, 0.040007, 0.000577, -0.048388, -0.024969, 0.053185, 0.009213, -0.099204, -0.136126, -0.009814, -0.01704, 0.010414, -0.01433, 0.066156, -0.098712, 0.12201, -0.080249, 0.026224, -0.134913, 0.012879, -0.007258, 0.043929, 0.039163, 0.103993, -0.002487, -0.068362, 0.05963, 0.031218, -0.105845, 0.002571, 0.029025, -0.020024, 0.018101, -0.054649, 0.039112, -0.006856, -0.066732, 0.08318, 0.075981, -0.004051, 0.015992, -0.023736, 0.082044, -0.10108, -0.069387, 0.095648, 0.115063, 0.012689, 0.04931, 0.075987, -0.017419, 0.010026, 0.015734, 0.017644, 0.039268, -0.024638, -0.041217, 0.054452, -0.004538, -0.092914, -0.043594, 0.025002, 0.080702, -0.009957, -0.030744, 0.018213, -0.018286, -0.042691, -0.079708, 0.051918, 0.003871, -0.021355, -0.108767, -0.002172, -0.059392, -0.007368, -0.188853, 0.029653, -0.048553, 0.092352, -0.015496, 0.07637, -0.035311, 0.153482, -0.039947, -0.024911, -0.05803, 0.043568, 0.069803, 0.047261, -0.014866, 0.074111, 0.015598, 0.088011, 0.006083, -0.062023, -0.003167, -0.001249, -0.073261, -0.047743, 0.064798, 0.015975, -0.108497, -0.114204, 0.027285, -0.06138, 0.072495, 0.047112, -0.049341, 0.03587, -0.044977, -0.008182, 0.058399, 0.040467, -0.074438, -0.009893, 0.035748, 0.04779, -0.012289, 0.025466, 0.008015, -0.078599, -0.024744, 0.033591, 0.06988, 0.039453, -0.115028, -0.033386, 0.035413, -0.102158, -0.029355, -0.012675, 0.093092, 0.01257, -0.002953, 0.024239, -0.010142, -0.030432, -0.033027, -0.062257, 0.029142, -0.017897, 0.05149, 0.065197, 0.10569, -0.082336, -0.07155, 0.062199, -0.057255, -0.076404, 0.019796, -0.058143, -0.084018, -0.058453, 0.09905, 0.034919, 0.063562, 0.040405, -0.005077, -0.09784, 0.122697, -0.079338, -0.056832, -0.006449, 0.014261, 0.016391, 0.03157, -0.026502, 0.014052, 0.010573, 0.028712, -0.037928, -0.021489, -0.065952, -0.043947, -0.034833, 0.107829, -0.066116, -0.067596, 0.009788, 0.035761, -0.082027, 0.019138, 0.046895, -0.09678, -0.024096, 0.160384, -0.032671, 0.144569, -0.052078, -0.029865, 0.104207, -0.052824, 0.050979, 0.165266, 0.054555, 0.089897, -0.141352, -0.010696, 0.007505, 0.067753, 0.050558, -0.033669, 0.044323, -0.022764, 0.000998, 0.052191, -0.004521, 0.087914, 0.06346, -0.031989, 0.011676, 0.128824, -0.070448, -0.00715, 0.043477, -0.00102, -0.002387, 0.056067, 0.139023, 0.007329, -0.091161, -0.0984, -0.011183]
        },
        {
          "name": "brapi_find_variables",
          "description": "Find observation variables (traits) by name, trait class, ontology term, or free-text query. Free-text queries are ranked against the returned set and may resolve to ontology URIs when the server advertises them. When the upstream total exceeds loadLimit, the full result set is materialized as a dataframe — query it with brapi_dataframe_query (SQL).",
          "embedding": [0.079406, 0.029369, 0.02651, -0.0388, 0.11611, 0.081077, 0.095489, 0.04157, -0.023315, -0.022716, -0.092335, 0.005665, 0.009422, 0.000333, 0.069213, -0.006739, 0.029608, -0.002638, -0.035614, -0.044704, 0.078686, -0.035722, 0.091256, 0.049667, -0.048387, -0.017159, 0.007699, 0.032098, -0.027087, 0.011365, -0.090268, 0.028541, -0.026004, 0.043792, -0.059701, -0.056111, 0.02878, 0.134164, 0.032019, -0.095191, -0.143336, -0.095625, -0.019342, 0.033631, 0.052665, 0.022292, -0.118665, 0.140054, -0.006641, 0.072484, -0.103815, 0.063822, -0.031402, 0.034, 0.038437, 0.101357, 0.056547, -0.098575, 0.029637, 0.000163, -0.044191, 0.064073, 0.035107, -0.037609, 0.060969, 0.015193, -0.077599, -0.018144, -0.013654, 0.077306, 0.054697, 0.061875, -0.027203, 0.004096, 0.006745, -0.058028, -0.07866, 0.064463, 0.071058, 0.082848, -0.01588, 0.023977, -0.012998, 0.011535, 0.04757, 0.016379, 0.087943, -0.071989, -0.024272, 0.066097, 0.040069, -0.008191, 0.020358, 0.065415, -0.00109, -0.093631, 0.036506, 0.026819, -0.003248, 0.023913, -0.111657, -0.003148, -0.019373, -0.087876, -0.085452, 0.017673, -0.048583, -0.116154, -0.15001, 0.099066, -0.010211, 0.072303, 0.017604, 0.095758, 0.003674, 0.085425, -0.017086, 0.07675, -0.069446, 0.055175, 0.00383, 0.014031, -0.06286, 0.001699, -0.000521, 0.034096, -0.015333, 0.012317, 0.095889, 0.003448, 0.018111, -0.020518, 0.035066, 0.043207, -0.027016, 0.021345, -0.000718, -0.139054, 0.009502, 0.040835, -0.070797, 0.040945, -0.042641, 0.032083, 0.049247, 0.119904, 0.020395, -0.031407, 0.010736, 0.067378, -0.030819, 0.027624, 0.110235, -0.027382, 0.011843, 0.026332, 0.072999, 0.04798, -0.066114, -0.043503, -0.020349, 0.000682, -0.035673, -0.017428, 0.091773, 0.042101, 0.063259, 0.064732, 0.014539, 0.022491, -0.00216, -0.063091, 0.061634, -0.032219, 0.084151, 0.018371, 0.103312, -0.125256, -0.081431, 0.013507, -0.064929, -0.051365, -0.080107, -0.013252, -0.06979, -0.032483, 0.14124, -0.001587, 0.109815, -0.045789, -0.063987, -0.092169, 0.111172, -0.012742, 0.023223, -0.041631, -0.055138, 0.055295, 0.006162, -0.031487, 0.003498, 0.006182, 0.087903, -0.015727, -0.030811, -0.064454, 0.011127, -0.015054, 0.082765, 0.024889, -0.062875, -0.087959, 0.022082, -0.083088, -0.012638, 0.017954, -0.04222, -0.029739, 0.102516, -0.024599, 0.204384, -0.05359, -0.015808, 0.028415, -0.093874, 0.02163, 0.156913, 0.082856, 0.069414, -0.154931, -0.035375, 0.074699, 0.084144, 0.091883, -0.033525, 0.01886, -0.029577, 0.010321, 0.063891, -0.012014, 0.098529, 0.027681, -0.063362, 0.034639, 0.116732, -0.108307, 0.028269, 0.000894, -0.073223, -0.018623, 0.101088, 0.080831, -0.03567, -0.117651, -0.051452, -0.052663]
        },
        {
          "name": "brapi_find_observations",
          "description": "Pull observation records filtered by study, germplasm, variable, season, or observation unit. When the upstream total exceeds loadLimit, the full result set is materialized as a dataframe — query it with brapi_dataframe_query (SQL).",
          "embedding": [0.058789, 0.031927, 0.068004, -0.052706, 0.108687, 0.029179, 0.0079, 0.049433, -0.036801, -0.020859, -0.096038, -0.038511, 0.024795, -0.00598, 0.010814, -0.023915, -0.003127, -0.057915, -0.007897, -0.060612, 0.037724, -0.091449, 0.051399, 0.077836, 0.00483, 0.005341, 0.023648, 0.04064, -0.031054, -0.005803, -0.096387, 0.00798, -0.042958, 0.056334, -0.006473, -0.045616, -0.023357, 0.080931, 0.036193, -0.090608, -0.140318, -0.044344, -0.073921, 0.037971, 0.044228, 0.022614, -0.154415, 0.154444, -0.017785, 0.072031, -0.114246, 0.107658, -0.032662, 0.010622, 0.036704, 0.082455, 0.056699, -0.058605, 0.004815, 0.027564, -0.042481, 0.055391, 0.066804, -0.038061, 0.055055, -0.015679, -0.05547, -0.025859, 0.000279, 0.042586, 0.056544, 0.047183, -0.041824, 0.020402, 0.033338, -0.101053, -0.073661, 0.075843, 0.052627, 0.055918, 0.009005, 0.025896, -0.025803, -0.002978, 0.039964, 0.003765, 0.064003, -0.109868, 0.029346, 0.055237, 0.002704, -0.020495, 0.034102, 0.03939, 0.011365, -0.090111, 0.015625, 0.058295, 0.020276, -0.002574, -0.113081, 0.013137, 0.015304, -0.026671, -0.124388, 0.012588, -0.062859, -0.079792, -0.142152, -0.008683, 0.036473, 0.097132, -0.057793, 0.083439, -0.030685, 0.088649, -0.011243, 0.056166, -0.064982, 0.046797, 0.03823, 0.025969, -0.04171, 0.026057, -0.020096, 0.032588, -0.017818, -0.02865, 0.085517, -0.016863, 0.007792, -0.024767, 0.03997, 0.013777, -0.058033, 0.005804, -0.008809, -0.141865, 0.012599, 0.042687, -0.06735, 0.022516, -0.064016, 0.015429, 0.026532, 0.09307, 0.027404, -0.028182, 0.048685, 0.029869, -0.076764, 0.091038, 0.037252, -0.078718, -0.033304, -0.018052, 0.024938, 0.019806, -0.072126, -0.040035, 0.044031, 0.011522, -0.006894, -0.031865, 0.07512, 0.034529, 0.039109, 0.013249, 0.021765, 0.003644, -0.031744, -0.073621, -0.004081, -0.045387, 0.054085, 0.031487, 0.121841, -0.111719, -0.078449, 0.013924, -0.021684, -0.081737, -0.016628, -0.003448, -0.065555, -0.050144, 0.1273, -0.009381, 0.134319, -0.022941, -0.069193, -0.106305, 0.10826, -0.041832, 0.068771, -0.054301, -0.010207, 0.011714, 0.066673, -0.057659, 0.002078, 0.082549, 0.103165, 0.007381, -0.028278, -0.081961, -0.03207, -0.021139, 0.098304, -0.010288, -0.113523, -0.070711, 0.008106, -0.099015, -0.011643, 0.013384, -0.056679, -0.026422, 0.07859, -0.045817, 0.204606, 0.000489, 0.046161, 0.059305, -0.075967, -0.000996, 0.196934, 0.083621, 0.073243, -0.131736, 0.002883, 0.085394, 0.064244, 0.08234, -0.035611, 0.020834, -0.065838, 0.00039, 0.005249, 0.049523, 0.104977, 0.042466, -0.081848, 0.071615, 0.146882, -0.138644, 0.032791, -0.017947, -0.056428, -0.035721, 0.105195, 0.058472, -0.019589, -0.084858, -0.058282, -0.07649]
        },
        {
          "name": "brapi_find_images",
          "description": "Filter images by observation unit, observation, study, descriptive ontology term, file name, or MIME type. Returns metadata only — use brapi_get_image to fetch bytes inline. When the upstream total exceeds loadLimit, the full result set is materialized as a dataframe — query it with brapi_dataframe_query (SQL).",
          "embedding": [0.078264, 0.019593, 0.061893, -0.036293, 0.130764, 0.006933, -0.003345, 0.034179, -0.060367, -0.026759, -0.113558, -0.00602, -0.044562, -0.007431, 0.054381, -0.032915, 0.034566, -0.019481, -0.014313, -0.025745, -0.005662, -0.075667, 0.052529, -0.031866, -0.034652, -0.019443, 0.014144, 0.054494, -0.022739, -0.015881, -0.137041, -0.015913, -0.02987, 0.073597, -0.012728, -0.036258, -0.03352, 0.065354, 0.035771, -0.073421, -0.144193, -0.049694, -0.066452, 0.037073, 0.055633, -0.00354, -0.144249, 0.149102, -0.043151, 0.117607, -0.084017, 0.041562, -0.016641, 0.027407, 0.022782, 0.100275, 0.066515, -0.069958, 0.026538, 0.048175, -0.043596, 0.043891, 0.049239, -0.027521, 0.040912, -0.011337, -0.074082, -0.031441, -0.012555, 0.029045, 0.084888, 0.046621, -0.009031, -0.008411, 0.04958, -0.083248, -0.094026, 0.055384, 0.07673, 0.052704, 0.03897, 0.023992, 0.011244, 0.017604, 0.057959, 0.02799, 0.052184, -0.043623, 0.015964, 0.048438, 0.043535, -0.034389, 0.014637, 0.048701, 0.021696, -0.08673, 0.000547, 0.032144, 0.04961, 0.00785, -0.083912, 0.033443, -0.007536, -0.035248, -0.14817, 0.018151, -0.054477, -0.101016, -0.142069, -0.008408, 0.035838, 0.105895, -0.052009, 0.030245, -0.049843, 0.048427, 0.000012, 0.056508, -0.092881, 0.080761, 0.032349, 0.037073, -0.046332, 0.004536, 0.021196, 0.010844, 0.004769, 0.040026, 0.023561, 0.004151, 0.001094, -0.024459, 0.034308, 0.000681, -0.013746, 0.015656, -0.021571, -0.152639, -0.009832, 0.029029, -0.019722, 0.003166, -0.077644, 0.038349, 0.034324, 0.051032, 0.038618, -0.050079, 0.069963, 0.026141, -0.111312, 0.075902, 0.055108, -0.07542, -0.043539, 0.003137, 0.082016, 0.011435, -0.082078, -0.077435, -0.004509, -0.036923, -0.047634, -0.064526, 0.05652, 0.003208, 0.042654, 0.016406, 0.026019, -0.008366, -0.058212, -0.100328, 0.002071, -0.001071, 0.084194, 0.00767, 0.146916, -0.101302, -0.067826, 0.00215, -0.014643, -0.056205, -0.011249, -0.026049, -0.062741, -0.08358, 0.144889, 0.00626, 0.105645, -0.031898, -0.080906, -0.125859, 0.100223, -0.033191, 0.063496, 0.018591, -0.037592, 0.032447, 0.044668, -0.035367, -0.017832, -0.036698, 0.070978, -0.016925, -0.057534, -0.097978, -0.033345, -0.005866, 0.117735, 0.019175, -0.111432, -0.09066, 0.070256, -0.085264, 0.044191, 0.02225, -0.034907, -0.038274, 0.089373, -0.03862, 0.167322, -0.001551, 0.008108, 0.06816, -0.038801, 0.045748, 0.184077, 0.053603, 0.069589, -0.147405, -0.020072, 0.083865, 0.054713, 0.06988, -0.042783, 0.022518, -0.028172, 0.020837, 0.033268, 0.046083, 0.089449, 0.002807, -0.057706, 0.014552, 0.119071, -0.166807, 0.064933, -0.005786, -0.095159, -0.0137, 0.095243, 0.057131, -0.055823, -0.111459, -0.072663, -0.062213]
        },
        {
          "name": "brapi_get_image",
          "description": "Fetch image bytes for up to 5 imageDbIds and return them inline as `type: image` content blocks. Falls back to the metadata `imageURL` when the server lacks dedicated image-content delivery. No filesystem side-effects.",
          "embedding": [0.062343, 0.041224, 0.065006, -0.037371, 0.15557, -0.053991, -0.016294, 0.044656, -0.034666, -0.043694, -0.109856, 0.012915, -0.042722, -0.062432, 0.006958, -0.021583, 0.00423, -0.039088, -0.076343, -0.029729, -0.003331, -0.118656, 0.051343, 0.011435, -0.05956, -0.002229, 0.007383, 0.039261, -0.036084, -0.068769, -0.139581, -0.041626, -0.021609, 0.076431, 0.016366, -0.024743, -0.023787, 0.078438, 0.008804, -0.078086, -0.127497, 0.004507, -0.043968, -0.002242, 0.049368, 0.013533, -0.135889, 0.137248, -0.0802, 0.099636, -0.111077, 0.051839, -0.03563, 0.01353, 0.021648, 0.073446, 0.078072, -0.072141, 0.05609, 0.063738, -0.079244, -0.029092, 0.022051, -0.02806, 0.032265, -0.002633, -0.063827, 0.004872, -0.003649, 0.032694, 0.08627, -0.005454, 0.002344, -0.043481, 0.072598, -0.12454, -0.089084, 0.083505, 0.121113, -0.004546, 0.024368, 0.041319, 0.000532, 0.004823, 0.031466, 0.005106, 0.091146, -0.015463, -0.01452, 0.032033, 0.044042, -0.059169, -0.037465, 0.023962, 0.041555, -0.018404, -0.049606, 0.02336, 0.020057, 0.027171, -0.044627, 0.062891, -0.059432, -0.013979, -0.128418, -0.026556, -0.090847, -0.171259, -0.149522, 0.005958, 0.02963, 0.083839, -0.059352, 0.033389, -0.099377, 0.073024, -0.01624, 0.056589, -0.041856, 0.044919, 0.0074, 0.009286, -0.027642, 0.021952, 0.018163, 0.002874, -0.020965, 0.002925, 0.015385, 0.013552, -0.000592, -0.036189, 0.039572, 0.021744, -0.050164, -0.017824, -0.025627, -0.123042, 0.029592, 0.003181, -0.044429, -0.00011, -0.09819, 0.01725, 0.083144, 0.014755, -0.006439, -0.072676, 0.086856, 0.056009, -0.069821, 0.044975, 0.056035, -0.080732, -0.024249, 0.013495, 0.133577, 0.033018, -0.090095, -0.035231, -0.07964, -0.035278, -0.0764, -0.0732, 0.080893, 0.006033, -0.02342, 0.050916, 0.034004, -0.04063, -0.062819, -0.097352, -0.018902, 0.023184, 0.088671, 0.054048, 0.162439, -0.06175, -0.022605, -0.004841, -0.011701, -0.053166, 0.023665, 0.023183, -0.073146, -0.047014, 0.147267, -0.032281, 0.033851, -0.014493, -0.059683, -0.083958, 0.07602, -0.053018, 0.077985, 0.017665, -0.054953, 0.055588, 0.008229, 0.027545, -0.022647, -0.012791, 0.032183, -0.014777, -0.060348, -0.108659, 0.007209, 0.00895, 0.096571, 0.004792, -0.107461, -0.096912, 0.103079, -0.065541, 0.019832, 0.038258, -0.009547, -0.075917, 0.086241, -0.045217, 0.150009, 0.021829, 0.011918, 0.06388, 0.001924, 0.095215, 0.13804, 0.038072, 0.104954, -0.110834, -0.064133, 0.062863, -0.01546, 0.086653, -0.007442, 0.092701, -0.033727, 0.049164, 0.041158, -0.011699, 0.068663, 0.02882, -0.029672, -0.000014, 0.055499, -0.116193, 0.047782, 0.017625, -0.041232, -0.042445, 0.050265, 0.081193, -0.047266, -0.161593, -0.050449, -0.038366]
        },
        {
          "name": "brapi_find_locations",
          "description": "Find research stations / field sites by country, abbreviation, type, location ID, or free-text. Optional bbox parameter restricts rows to a latitude/longitude window. When the spec-correct GeoJSON [lon, lat, alt] reading produces zero matches and at least one row carries a Point geometry, the bbox filter retries once with axes swapped (handles non-conformant servers that store [lat, lon, alt]) and surfaces a warning + `coordinateAxisOrder: \"swapped\"`. When the upstream total exceeds loadLimit, the full result set is materialized as a dataframe — query it with brapi_dataframe_query (SQL).",
          "embedding": [0.05975, 0.019567, 0.039755, -0.066432, 0.099087, 0.040465, -0.008359, 0.089993, -0.03061, -0.018499, -0.158384, -0.042315, -0.023557, -0.078806, 0.008393, -0.008993, 0.026752, -0.107956, -0.031398, -0.033772, 0.050967, -0.060791, 0.084574, 0.055046, 0.008253, -0.082499, -0.02413, 0.046489, 0.007104, 0.016672, -0.052363, 0.053278, -0.01832, 0.057657, -0.045619, -0.005789, 0.026684, 0.09664, -0.005267, -0.055243, -0.152303, -0.014545, -0.023191, 0.108349, 0.063005, 0.00204, -0.139673, 0.180087, -0.050488, 0.012219, -0.076846, 0.058515, -0.048363, 0.07995, -0.017063, 0.048445, 0.020373, -0.088294, 0.063434, 0.013583, -0.021272, 0.039316, 0.03289, -0.048621, 0.00309, -0.041013, -0.089819, -0.040336, -0.004146, -0.012083, 0.043032, 0.082399, -0.0348, 0.016435, 0.053696, -0.106306, -0.107131, 0.047194, 0.063235, 0.080079, -0.014887, 0.003349, -0.035953, -0.032744, 0.010377, 0.020706, 0.046153, -0.029513, 0.056761, -0.004762, 0.02124, -0.065342, -0.031338, 0.028398, 0.015967, -0.062543, -0.015754, 0.037451, 0.047427, -0.038349, -0.091289, 0.060752, 0.024991, -0.009854, -0.118298, -0.002541, -0.015162, -0.074227, -0.063877, 0.024677, 0.021656, 0.074842, -0.048178, 0.049772, -0.006135, 0.041602, 0.018572, 0.067896, -0.077677, -0.005599, 0.049267, 0.122565, -0.111087, 0.007399, 0.01494, 0.032301, -0.016516, 0.002381, -0.027932, 0.004679, 0.019313, -0.015333, 0.042547, 0.050593, 0.012535, -0.036595, -0.045602, -0.061451, 0.017876, 0.004798, -0.010516, -0.007174, -0.065975, 0.100207, 0.021963, 0.058418, -0.054048, -0.036127, 0.031251, 0.05165, 0.003243, 0.11293, 0.034607, -0.075201, -0.054196, -0.012933, 0.078869, 0.045759, -0.094583, -0.029335, -0.027119, 0.020463, -0.03717, -0.095357, 0.060159, 0.011269, 0.131838, 0.009228, 0.018831, 0.057515, -0.007275, -0.116848, 0.068459, 0.001368, 0.033087, -0.021955, 0.126027, -0.063807, -0.069176, 0.055263, -0.044136, -0.079219, -0.013394, 0.049998, -0.047282, -0.039017, 0.168507, 0.031415, 0.071283, 0.030086, -0.093081, -0.124502, 0.052027, -0.077451, 0.004788, -0.06414, -0.071151, 0.060375, 0.090241, -0.08369, -0.021616, 0.055281, 0.131273, 0.009326, -0.112407, -0.109554, -0.013674, -0.096809, 0.086418, -0.007628, -0.107741, -0.093592, 0.014488, -0.028233, -0.008005, 0.058449, -0.019119, 0.001359, 0.086232, 0.001069, 0.224276, 0.008069, 0.024617, 0.050811, -0.064537, 0.023568, 0.139965, 0.076191, 0.06639, -0.131298, -0.022912, 0.096809, 0.067803, 0.066087, -0.014713, 0.051402, -0.014357, -0.002681, 0.052711, 0.066898, 0.009816, 0.06348, -0.065569, 0.045734, 0.083557, -0.111295, 0.016256, -0.009139, -0.104552, -0.042695, 0.022839, 0.062797, -0.046375, -0.065794, 0.003982, 0.000145]
        },
        {
          "name": "brapi_find_variants",
          "description": "Find variant records by variant set, reference sequence, or genomic region (start/end, 1-based inclusive / exclusive). When the upstream total exceeds loadLimit, the full result set is materialized as a dataframe — query it with brapi_dataframe_query (SQL).",
          "embedding": [0.04267, 0.003809, 0.047158, -0.055277, 0.066753, 0.058761, 0.01668, 0.036774, -0.059651, -0.040963, -0.108121, -0.018981, -0.020116, 0.028078, 0.022636, 0.012571, 0.01959, -0.102158, 0.027089, -0.038944, -0.006378, -0.130339, 0.055865, 0.072416, -0.017193, 0.005652, -0.024305, 0.044321, -0.039524, -0.071408, -0.071513, 0.011044, -0.007604, 0.053623, -0.010015, 0.007957, -0.008363, 0.070062, -0.001672, -0.074881, -0.150846, -0.04326, -0.024159, 0.039716, 0.076841, 0.047227, -0.113608, 0.147751, -0.096648, 0.025148, -0.109962, 0.098791, -0.010293, 0.018377, 0.040089, 0.092148, 0.050872, -0.066471, -0.000804, 0.049797, -0.037543, 0.02034, -0.01531, -0.087149, 0.116589, 0.014827, -0.064434, 0.025365, -0.01564, 0.040931, 0.052577, 0.034058, -0.010933, -0.008026, 0.035681, -0.094058, -0.059956, 0.068636, 0.101664, 0.047307, -0.005536, 0.018228, 0.000849, -0.008487, 0.051641, 0.020901, 0.065664, -0.098614, 0.073956, 0.043274, 0.047656, -0.019104, 0.0393, 0.048906, 0.00449, -0.119993, 0.041044, 0.058417, 0.036654, 0.022243, -0.127031, 0.009838, 0.035038, -0.053133, -0.137953, 0.027399, -0.064865, -0.076355, -0.100221, 0.032173, 0.008877, 0.031141, -0.049419, 0.121744, -0.042885, 0.114699, 0.028391, 0.043767, -0.098693, 0.006489, 0.024057, 0.055674, -0.023126, 0.052365, -0.004706, 0.044073, -0.055705, -0.050864, 0.043605, -0.044367, -0.015048, -0.055323, 0.02736, -0.000501, -0.058155, -0.006867, -0.03103, -0.092658, 0.032249, 0.011324, -0.060565, -0.019954, -0.041162, 0.039387, 0.026761, 0.092811, -0.002905, -0.018482, 0.045532, 0.016886, -0.05093, 0.080883, 0.029297, -0.055285, -0.028612, 0.023023, 0.051284, 0.037533, -0.084912, -0.111095, 0.035143, -0.01312, -0.008407, -0.061167, 0.050407, 0.020545, 0.05184, 0.057289, 0.011364, 0.011954, -0.025596, -0.013473, 0.057734, 0.00118, 0.02212, 0.058553, 0.122211, -0.042065, -0.093556, -0.006437, -0.007259, -0.097641, -0.04106, 0.01647, -0.107186, -0.038966, 0.126116, 0.009357, 0.099065, 0.037142, -0.022034, -0.084389, 0.086274, -0.06457, 0.064185, -0.071976, 0.013195, 0.081224, 0.0518, -0.07275, 0.017268, 0.060927, 0.099762, 0.005723, -0.050009, -0.089709, -0.012445, -0.067874, 0.122898, 0.014585, -0.054135, -0.045252, 0.005723, -0.124015, -0.022616, 0.00133, -0.052987, -0.036739, 0.103827, -0.007631, 0.241033, 0.006476, -0.033552, 0.023978, -0.079827, 0.021085, 0.15405, 0.070909, 0.054595, -0.168042, 0.024829, 0.056188, 0.080946, 0.083771, -0.024895, 0.033036, -0.05048, 0.010334, 0.020594, 0.056491, 0.08731, 0.070113, -0.056022, 0.007377, 0.157326, -0.136742, -0.038726, -0.005886, 0.000081, -0.057328, 0.078079, 0.049895, -0.034595, -0.068622, -0.044027, -0.026371]
        },
        {
          "name": "brapi_find_genotype_calls",
          "description": "Pull genotype calls for a germplasm × variant set. Filter to bound cost — at minimum, set `variantSetDbId` or `germplasmDbIds`. The upstream pull is capped by deployment policy; when the pull is truncated, narrow the filters or query the spilled dataframe. `loadLimit` bounds the rows returned inline; the full collected set is materialized as a dataframe — query it with brapi_dataframe_query (SQL) instead of paging row-by-row.",
          "embedding": [-0.004852, 0.044458, 0.0273, -0.022641, 0.109722, 0.07602, -0.028475, 0.003834, -0.01499, -0.006543, -0.113521, 0.011877, -0.108146, 0.056132, 0.01917, 0.009214, 0.054653, -0.088531, -0.024929, -0.005432, 0.047884, -0.137536, 0.071842, 0.138194, 0.012665, 0.000649, 0.035639, 0.027957, -0.01996, -0.013122, -0.056276, 0.0178, -0.040236, 0.051758, 0.043185, -0.022493, -0.042969, 0.034597, 0.044845, -0.061671, -0.150182, -0.063326, 0.004263, 0.019672, 0.065393, 0.045944, -0.136476, 0.137381, -0.074368, 0.010771, -0.103602, 0.019159, -0.016753, 0.009421, 0.029474, 0.025949, 0.050517, -0.082046, -0.031199, -0.01046, -0.071102, -0.026738, 0.033767, -0.008135, 0.077938, 0.063078, -0.014752, -0.017022, -0.037477, 0.046662, 0.041691, 0.015609, 0.013924, 0.006375, 0.062083, -0.078232, -0.046143, 0.067135, 0.103724, 0.094139, 0.003498, 0.057377, -0.028708, -0.051306, 0.094832, 0.02821, 0.071348, -0.031562, 0.029574, -0.011829, 0.036375, -0.053025, 0.023179, -0.008158, 0.020854, -0.040548, 0.027658, 0.043837, 0.049186, -0.012096, -0.141681, 0.026792, 0.015577, -0.046427, -0.135852, 0.053904, -0.088783, -0.065266, -0.124926, 0.042286, -0.011801, 0.059231, -0.006408, 0.100202, -0.04304, 0.03848, 0.02784, 0.029557, -0.095015, 0.047342, 0.092787, 0.095389, -0.000182, 0.0689, 0.005502, 0.050041, -0.025581, -0.025306, 0.06143, 0.011769, -0.006383, -0.00488, 0.026554, -0.002667, -0.069878, -0.060592, 0.008159, -0.108835, 0.011795, 0.004375, -0.063512, -0.007433, -0.082943, 0.015584, 0.03694, 0.072891, 0.004253, -0.016126, 0.071405, -0.00051, -0.075059, 0.045697, 0.099177, -0.040652, 0.02743, 0.04379, 0.011486, 0.019881, -0.043042, -0.061759, 0.023492, -0.020737, -0.015576, -0.08971, 0.066672, 0.071703, 0.052476, 0.053291, 0.016595, -0.047734, -0.04315, -0.021753, 0.040118, -0.016212, 0.094281, 0.018566, 0.121164, -0.087881, -0.083279, 0.03166, 0.022443, -0.071336, -0.013329, 0.054473, -0.085266, -0.070777, 0.112345, -0.00763, 0.046975, -0.012377, -0.054353, -0.045999, 0.087915, -0.074284, 0.030394, -0.074068, 0.012282, 0.036889, 0.076749, -0.040678, 0.0438, 0.062303, 0.08202, 0.000899, -0.064348, -0.097964, -0.07287, -0.066257, 0.091999, 0.054911, -0.088729, -0.04128, 0.000826, -0.163705, 0.008794, -0.003099, -0.017713, -0.077281, 0.082101, 0.026449, 0.205113, 0.03773, -0.023062, 0.011775, -0.065402, 0.020459, 0.187429, 0.081121, 0.062187, -0.121953, -0.018561, 0.075406, 0.082284, 0.031682, -0.030187, 0.015454, -0.082748, -0.022431, 0.028669, 0.041114, 0.118119, 0.03867, -0.053156, 0.012705, 0.135332, -0.114285, -0.05795, -0.029723, -0.048742, -0.075246, 0.112962, 0.044192, -0.042472, -0.109741, -0.055334, -0.049872]
        },
        {
          "name": "brapi_dataframe_describe",
          "description": "Start here after a spillover. Lists dataframes (or describes one) with columns, row counts, and originating-source provenance. The dataframe name appears inline on every find_* response that spilled (`result.dataframe.tableName`) — pass it as `dataframe` to inspect schema and provenance before writing the first brapi_dataframe_query. Listing without a name is unavailable when this server runs as a shared HTTP endpoint without per-caller auth; pass a known name instead.",
          "embedding": [0.044221, 0.068777, 0.039296, -0.075762, 0.138972, -0.052946, 0.009769, -0.002761, -0.069725, -0.020467, -0.069549, -0.027726, 0.009908, 0.003549, -0.011534, 0.006119, 0.037991, -0.026433, -0.009155, 0.001399, 0.052979, -0.065949, 0.077895, 0.016356, 0.006924, -0.055539, 0.025341, 0.042112, -0.065834, 0.058541, -0.024001, -0.0064, -0.001258, 0.02652, -0.031315, -0.010347, 0.042539, 0.119954, 0.061287, -0.095509, -0.098579, -0.075724, 0.00139, 0.068938, 0.013885, 0.050491, -0.170446, 0.094587, 0.009955, 0.049144, -0.112569, 0.073398, 0.006537, 0.068374, -0.021047, 0.063985, 0.002822, -0.053623, -0.007617, 0.004034, -0.071358, 0.057657, 0.022128, -0.024538, 0.055598, 0.009018, -0.022208, -0.04487, 0.000982, 0.057609, 0.03576, 0.014043, -0.002273, -0.033217, 0.118959, -0.026686, -0.058881, 0.074404, 0.057569, 0.052127, -0.065192, 0.085392, -0.000423, 0.028635, 0.018299, -0.014214, 0.048285, -0.017505, -0.03441, -0.0217, 0.020844, -0.067139, -0.022957, 0.040852, 0.039904, -0.076118, 0.025189, -0.036678, 0.022904, -0.017575, -0.105213, -0.051668, -0.05377, -0.06028, -0.051711, -0.001053, -0.069943, -0.08139, -0.154948, 0.017108, 0.064276, 0.066786, -0.094423, 0.127154, -0.059342, 0.0542, -0.01064, 0.061221, -0.076703, 0.017039, 0.094268, 0.054025, -0.070662, 0.080078, -0.028844, 0.058784, -0.013286, 0.03668, -0.004743, -0.026665, 0.008709, -0.026688, 0.033442, -0.002088, -0.065837, 0.009138, 0.009421, -0.07188, 0.057026, 0.074961, -0.040288, 0.024618, -0.086415, 0.058121, 0.07861, 0.114445, -0.055158, -0.117405, 0.039538, 0.086575, 0.001808, 0.090835, 0.08778, -0.059526, 0.010179, 0.068494, 0.11901, 0.022627, -0.089499, 0.014531, 0.008876, 0.019884, -0.021509, -0.049911, 0.010903, 0.027961, 0.009578, 0.00322, 0.018167, 0.014598, -0.069277, -0.029209, 0.037172, 0.016503, 0.138668, 0.078412, 0.073617, -0.164729, -0.004138, 0.038015, -0.01742, 0.018962, -0.081538, -0.014264, -0.070066, 0.001499, 0.138338, 0.064232, 0.057014, 0.03117, -0.083544, -0.104015, 0.088104, -0.033144, 0.026446, -0.075405, -0.029575, 0.036436, 0.063355, -0.015065, 0.010678, 0.092583, 0.077599, -0.047749, -0.021295, -0.096921, 0.017142, -0.053011, 0.106615, -0.090854, -0.034924, -0.04836, -0.029874, -0.079169, 0.000121, -0.016244, -0.017527, -0.000211, 0.093143, 0.074496, 0.204358, -0.028536, 0.034927, 0.074522, -0.041274, 0.072506, 0.15094, 0.118402, 0.036529, -0.154005, -0.024496, 0.047016, 0.046471, 0.053445, -0.043861, 0.066307, -0.049788, 0.003759, -0.005146, 0.002516, 0.121459, 0.072791, -0.052183, -0.004023, 0.061946, -0.155476, 0.012736, -0.057602, -0.047925, -0.053442, 0.039349, 0.099918, -0.001532, -0.122207, 0.015477, -0.034386]
        },
        {
          "name": "brapi_dataframe_query",
          "description": "Run SQL across in-memory dataframes. Dataframes auto-populate when find_* tools spill (named `df_<uuid>`) — the dataframe name appears inline on every find_* response that spilled (`result.dataframe.tableName`), so the typical flow is find_* → read the name → query here. Use brapi_dataframe_describe to inspect schema and provenance for a known name. SELECT only — writes/DDL/COPY/PRAGMA/ATTACH/file-reads are rejected. Use SQL as the paging idiom: `LIMIT/OFFSET` to walk results, projection to trim columns, aggregation to summarize. Use `registerAs` to chain — the result lands as a new dataframe.",
          "embedding": [0.083108, 0.038504, 0.033303, -0.026575, 0.112211, -0.022829, -0.038541, 0.010642, -0.035993, -0.004716, -0.070334, -0.005395, 0.018688, 0.020533, 0.03982, 0.020829, 0.072227, -0.040956, 0.004321, 0.000055, 0.028643, -0.05262, 0.109524, 0.034881, -0.024928, 0.001362, 0.037022, 0.032826, -0.058192, 0.027612, -0.06276, 0.015757, 0.032203, 0.071137, -0.014282, -0.072845, -0.001151, 0.12503, 0.053612, -0.109902, -0.129082, -0.027892, -0.011598, 0.027238, 0.04014, 0.069513, -0.135328, 0.136482, 0.000295, 0.033793, -0.095297, 0.083394, -0.030865, 0.05472, -0.028451, 0.118857, 0.028056, -0.042876, 0.007678, 0.018726, -0.058723, 0.06818, 0.012235, -0.045478, 0.084057, 0.003173, -0.015188, -0.012948, -0.05401, 0.043267, 0.074008, -0.008175, -0.000025, -0.004844, 0.082718, -0.027394, -0.063422, 0.098319, 0.080426, 0.076368, -0.039475, 0.054443, 0.026185, 0.025388, 0.072092, -0.013931, 0.02674, -0.105296, -0.019699, 0.003687, 0.014479, -0.09286, -0.02648, 0.04467, 0.028713, -0.050316, 0.029072, 0.015793, 0.060129, 0.050906, -0.125656, -0.021177, 0.013248, -0.039585, -0.040907, 0.007973, -0.110463, -0.073822, -0.137729, -0.004494, 0.01055, 0.104818, -0.038549, 0.104048, -0.058765, 0.024497, -0.006493, 0.074642, -0.116443, -0.031796, 0.084289, 0.056612, -0.058379, 0.050955, -0.10039, -0.011834, -0.027402, -0.028569, 0.027609, -0.016619, 0.032248, -0.020399, 0.03739, -0.01324, -0.063432, 0.044866, 0.000798, -0.053335, -0.012823, 0.074505, -0.010914, 0.029657, -0.054809, 0.049867, 0.076955, 0.112877, -0.048216, -0.038483, 0.028482, 0.080298, -0.016343, 0.082999, 0.092172, -0.089497, 0.00538, 0.083278, 0.048406, 0.030124, -0.103284, -0.03656, -0.006243, 0.055985, -0.040214, -0.084078, 0.000429, 0.042507, 0.03807, -0.024168, 0.029545, 0.015907, -0.066399, -0.019964, 0.043087, -0.021083, 0.13335, 0.04363, 0.076312, -0.167249, -0.049265, 0.03108, 0.000473, -0.018066, -0.071796, 0.019613, -0.076604, -0.023464, 0.143326, 0.053524, 0.088004, 0.010024, -0.098448, -0.123493, 0.122432, -0.066251, 0.041517, -0.056035, -0.010656, 0.059649, 0.063777, -0.035669, -0.017544, 0.09047, 0.083109, -0.062145, 0.008065, -0.065087, 0.000012, -0.026502, 0.057341, -0.055262, -0.032426, -0.065628, -0.015147, -0.069485, 0.008918, -0.011816, -0.003187, -0.027321, 0.077169, 0.086423, 0.184739, -0.037478, 0.013448, 0.015754, 0.012763, 0.107922, 0.142774, 0.061836, 0.026633, -0.170453, 0.020221, 0.060023, 0.062499, 0.056412, -0.038455, 0.03387, -0.025224, -0.004353, -0.011596, 0.066743, 0.133367, 0.066757, -0.061281, 0.006857, 0.084595, -0.117303, 0.042862, -0.050949, -0.104714, -0.063007, 0.06092, 0.081793, -0.012283, -0.094938, 0.010963, -0.054426]
        },
        {
          "name": "brapi_raw_get",
          "description": "Passthrough to any BrAPI GET /{path} endpoint. Returns the raw upstream envelope without enrichment or foreign-key resolution. Emits a `suggestion` field when a curated tool exists for the same data. Spills to a canvas dataframe when the upstream advertises more rows than `loadLimit` AND the result is a list shape (`result` array or `result.data` envelope); inline `result` is unchanged. Skips spillover when the caller drives paging via `params.page` / `params.pageSize`.",
          "embedding": [0.064216, -0.01008, 0.083831, 0.006644, 0.140811, -0.01382, -0.019828, 0.098208, -0.027094, -0.106252, -0.070506, -0.01811, 0.023684, -0.033695, -0.015057, 0.002249, 0.008856, -0.078887, -0.013229, -0.039668, 0.048826, -0.098368, 0.031279, -0.007813, -0.006493, -0.010521, 0.012263, -0.028095, -0.047391, 0.056307, -0.013697, -0.013861, -0.020855, 0.000591, 0.055442, -0.035546, 0.035209, 0.041063, -0.023126, -0.06895, -0.103942, -0.018105, -0.017513, 0.059021, 0.022537, 0.007516, -0.141018, 0.10483, -0.060726, 0.091172, -0.16026, 0.060539, -0.010617, 0.0877, 0.00122, 0.083831, 0.005809, -0.065853, 0.029522, 0.007432, -0.021901, 0.027948, 0.013988, -0.024476, 0.045317, 0.038546, -0.021548, -0.016307, 0.006557, 0.033246, 0.098338, -0.00883, 0.021651, 0.003076, 0.051619, -0.111557, -0.131547, 0.097524, 0.034691, 0.026763, 0.03709, 0.021193, -0.02621, 0.030066, 0.053713, -0.015507, 0.080434, -0.074503, -0.049136, -0.011474, 0.012171, -0.131731, -0.012654, 0.057151, 0.039403, -0.083221, 0.004624, -0.004754, -0.018881, -0.021751, -0.117759, 0.05516, -0.038227, 0.000963, -0.085696, -0.036473, -0.122752, -0.134073, -0.187709, 0.040154, 0.076008, 0.113149, -0.089052, 0.048985, -0.059295, 0.079659, -0.063547, 0.073744, -0.030941, 0.025806, 0.099139, 0.069426, -0.015854, 0.031095, 0.017653, 0.045102, 0.011643, 0.074695, 0.004693, 0.020799, 0.045393, 0.024941, 0.018322, -0.000608, -0.117327, 0.026631, 0.010435, -0.065499, 0.012632, -0.014821, -0.050182, 0.026717, -0.032469, -0.011888, 0.029476, 0.030556, 0.036914, -0.025511, 0.027774, 0.039452, -0.01404, 0.087489, 0.063342, -0.03844, -0.010443, 0.058303, 0.081145, -0.001107, -0.06913, 0.027385, 0.033865, 0.009891, 0.026407, -0.06083, 0.049345, 0.062877, 0.045348, 0.011244, -0.002508, 0.015571, -0.006618, -0.079511, 0.002853, -0.051431, 0.087804, 0.081732, 0.133582, -0.074722, -0.010841, 0.078743, -0.003266, -0.008345, -0.024649, 0.027843, -0.111576, -0.059685, 0.134155, 0.033574, 0.016349, 0.026956, -0.128917, -0.029359, 0.139555, -0.043457, -0.010993, -0.09514, -0.046851, 0.013902, 0.089732, -0.013809, 0.079414, 0.094892, 0.068565, -0.035015, -0.029915, -0.103104, 0.011107, -0.076329, 0.091705, 0.017995, -0.116653, -0.049518, 0.004844, -0.116788, -0.044563, 0.015878, -0.079929, -0.047554, 0.012326, -0.036208, 0.177865, -0.012089, 0.06523, 0.047123, 0.001006, 0.08873, 0.123078, 0.026859, 0.031012, -0.100903, 0.015642, 0.041813, -0.017487, 0.022972, -0.05379, -0.015838, -0.00347, -0.005595, 0.068773, 0.01417, 0.074855, 0.035202, -0.03121, 0.061257, 0.055183, -0.154161, -0.007272, 0.024258, -0.057246, 0.01363, 0.033372, 0.197879, 0.015132, -0.118818, -0.098198, -0.019693]
        },
        {
          "name": "brapi_raw_search",
          "description": "Passthrough to any BrAPI POST /search/{noun} endpoint, returning the resolved envelope (async polling resolved upstream). Spills to a canvas dataframe when the upstream advertises more rows than `loadLimit` AND the result is a list shape; inline `result` is unchanged. Skips spillover when the caller drives paging via `body.page` / `body.pageSize`. No distributions or foreign-key resolution applied.",
          "embedding": [0.038139, 0.034009, 0.104301, -0.024337, 0.10755, 0.002335, -0.011862, 0.094241, -0.028123, -0.068024, -0.069252, -0.025787, -0.021858, -0.032709, 0.016748, 0.030778, 0.035747, -0.05526, -0.014242, -0.009638, 0.000539, -0.086754, 0.030505, 0.025463, -0.034883, -0.009533, -0.006833, -0.011624, -0.032957, 0.041791, -0.026776, -0.04908, -0.004252, 0.051111, 0.043708, -0.027119, 0.01124, 0.076639, -0.009362, -0.068303, -0.124531, -0.002091, -0.024336, 0.043048, 0.044412, 0.025726, -0.137713, 0.077515, -0.040671, 0.049677, -0.171668, 0.072121, 0.002199, 0.075874, 0.000466, 0.097158, 0.004004, -0.086084, 0.024251, -0.006294, 0.016828, 0.023854, 0.005005, -0.033691, 0.06124, 0.045461, -0.021414, -0.010701, -0.018629, -0.003189, 0.072455, 0.006635, 0.056944, -0.002971, 0.050603, -0.0704, -0.090493, 0.075598, 0.039657, 0.022739, 0.031423, 0.018239, 0.036043, 0.070689, 0.060343, 0.003705, 0.101667, -0.033268, 0.009075, -0.023796, 0.017552, -0.127173, -0.011891, 0.038361, 0.034401, -0.033514, -0.006599, 0.004725, -0.007115, -0.015882, -0.104411, 0.032725, -0.006265, -0.016977, -0.088475, -0.029616, -0.097252, -0.131862, -0.163087, 0.036469, 0.059978, 0.106217, -0.061548, 0.038428, -0.082133, 0.097691, -0.067272, 0.079746, -0.040213, -0.026736, 0.099434, 0.086012, -0.031801, 0.06139, 0.02355, 0.069667, 0.018754, 0.027599, -0.027881, 0.014914, 0.098781, 0.007011, 0.037599, -0.000671, -0.138698, 0.053428, 0.02498, -0.091121, 0.045588, 0.015498, -0.042396, 0.021355, -0.0357, 0.03119, 0.075252, 0.014623, 0.008305, -0.064545, 0.002809, 0.000968, -0.03489, 0.093194, 0.08883, -0.053463, 0.028256, 0.059373, 0.090363, -0.02146, -0.046507, 0.03409, 0.029463, 0.084593, 0.037334, -0.071825, 0.056465, 0.060741, 0.035838, 0.019021, -0.009795, -0.02183, -0.032112, -0.047881, -0.022002, -0.08252, 0.069942, 0.116788, 0.113598, -0.073808, -0.034678, 0.083381, 0.02372, -0.026055, 0.01094, 0.035189, -0.160434, -0.025028, 0.149085, 0.046467, 0.008335, 0.031341, -0.119217, -0.076809, 0.0886, -0.026949, 0.009346, -0.079365, -0.043679, 0.01596, 0.094399, -0.034984, 0.055672, 0.129039, 0.108683, -0.039969, -0.053292, -0.110811, 0.005436, -0.070406, 0.04675, -0.010913, -0.106236, -0.064095, 0.02485, -0.098249, -0.01737, -0.002513, -0.018836, -0.086983, 0.049635, -0.029907, 0.150616, -0.01929, 0.05539, 0.048342, 0.02105, 0.097986, 0.19834, 0.042648, 0.008968, -0.123468, 0.043114, 0.065025, 0.008409, 0.056592, -0.044716, -0.010567, -0.020949, 0.004189, 0.062956, 0.031669, 0.037263, 0.040722, -0.049764, 0.050334, 0.044065, -0.150984, -0.020586, 0.027331, -0.059082, 0.018239, 0.017068, 0.140736, 0.002966, -0.159795, -0.03922, -0.000422]
        }
      ],
      "embedding": [0.055817, 0.019459, 0.065599, -0.062905, 0.136494, -0.021063, 0.053804, 0.071762, -0.020303, -0.060304, -0.106558, -0.016419, 0.000125, -0.006331, -0.011826, 0.002523, -0.048586, -0.042777, -0.048797, -0.009037, -0.057962, -0.092199, 0.029622, 0.041319, 0.02371, -0.017186, 0.031313, 0.00778, 0.007511, -0.024777, -0.091407, -0.040694, -0.044283, 0.044808, -0.010714, -0.034397, 0.018208, 0.117395, -0.014908, -0.113811, -0.106169, -0.074371, -0.035461, 0.000508, -0.027715, 0.019661, -0.129408, 0.129718, -0.071511, 0.028253, -0.103493, 0.04445, -0.005672, -0.026107, 0.048206, 0.127831, 0.006028, -0.113249, 0.067544, 0.037698, -0.086756, 0.020219, 0.028553, -0.002013, 0.025956, -0.026069, -0.031425, -0.066194, -0.092941, 0.047753, 0.085006, 0.029644, 0.000901, -0.046464, 0.082064, -0.108004, -0.095177, 0.098479, 0.085774, 0.097629, 0.048136, 0.0436, -0.002249, 0.017415, -0.003297, 0.047888, 0.10558, -0.060542, -0.020167, 0.040266, -0.025671, -0.107097, -0.028628, 0.029808, 0.050588, -0.02078, -0.04071, 0.003549, -0.034054, -0.015153, -0.08417, 0.097998, 0.013304, 0.004517, -0.098425, 0.005982, -0.031845, -0.094167, -0.167793, 0.035415, 0.059587, 0.023855, -0.004919, 0.081488, -0.060197, 0.143489, -0.004622, 0.050091, -0.074055, 0.07675, 0.063599, -0.002142, -0.092095, 0.04881, -0.03484, 0.066608, -0.028866, -0.04567, -0.016508, -0.044327, -0.010956, -0.047823, 0.063994, -0.001813, -0.029246, 0.001153, 0.024272, -0.082501, 0.021251, 0.069661, -0.027413, 0.052426, -0.026957, 0.07853, 0.067785, 0.05259, -0.075295, -0.002011, 0.020212, -0.008398, -0.022634, 0.011991, 0.075286, -0.06431, -0.007262, 0.009558, 0.081941, -0.007069, -0.050309, -0.061265, -0.00997, -0.089659, -0.057567, -0.02997, 0.082732, 0.022629, 0.038904, 0.089036, 0.016209, 0.027307, 0.008066, -0.094679, 0.065299, -0.009873, 0.081608, 0.044756, 0.150593, -0.001962, -0.056782, 0.055706, -0.039978, -0.019612, -0.016415, -0.017137, -0.06495, -0.068295, 0.126555, -0.019769, 0.060745, 0.012113, -0.022723, -0.049922, 0.119767, -0.037096, 0.036331, -0.006838, -0.054026, 0.019994, 0.039478, -0.015828, 0.002163, -0.028045, 0.021921, 0.056951, -0.053942, -0.092997, -0.048365, -0.035145, 0.1086, -0.010336, -0.07075, -0.063176, 0.052519, -0.038564, 0.051178, 0.038919, -0.089675, -0.026941, 0.141263, -0.077114, 0.238029, 0.003414, -0.002055, 0.087468, -0.038506, 0.059996, 0.157334, 0.052787, 0.107958, -0.115557, 0.021853, 0.078098, 0.071936, 0.074261, -0.047313, 0.084204, -0.014271, 0.021407, 0.019545, -0.044242, 0.100266, 0.013998, -0.024389, 0.025619, 0.079122, -0.102108, 0.024541, 0.012134, 0.022323, 0.000113, 0.040464, 0.080846, 0.035925, -0.101211, -0.059936, -0.031996]
    },
    {
      "name": "calculator-mcp-server",
      "displayName": "Calculator",
      "description": "Evaluate, simplify, and differentiate mathematical expressions via MCP. STDIO or Streamable HTTP.",
      "category": "utility",
      "endpoint": "https://calculator.caseyjhand.com/mcp",
      "npm": "@cyanheads/calculator-mcp-server",
      "github": "https://github.com/cyanheads/calculator-mcp-server",
      "version": "0.1.26",
      "auth": "none",
      "keywords": [
        "math",
        "mathematics",
        "calculation",
        "calculate",
        "arithmetic",
        "compute",
        "evaluate expressions",
        "algebra",
        "trigonometry",
        "statistics",
        "unit conversion",
        "equations",
        "numerical computation",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "calculator",
        "mathjs",
        "llm-tools",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "calculate",
          "description": "Evaluate math expressions, simplify algebraic expressions, or compute symbolic derivatives. One expression per call. Supports arithmetic, trigonometry, statistics, matrices, complex numbers, units, and combinatorics.",
          "embedding": [0.037224, 0.102296, 0.158106, -0.081687, 0.125283, 0.031236, 0.078963, -0.00045, 0.048562, 0.009584, -0.021336, 0.012457, -0.025597, -0.113822, -0.016923, -0.027983, 0.001123, -0.003967, 0.03037, -0.06054, -0.000652, -0.023446, 0.076145, -0.07299, -0.094512, 0.044507, -0.020118, -0.007899, -0.057954, 0.077472, -0.112254, 0.022585, -0.044733, 0.01769, 0.004833, 0.015025, 0.018205, 0.079112, -0.033802, -0.105884, -0.044944, -0.097929, -0.01804, -0.004243, -0.015145, 0.02257, -0.118158, 0.039832, -0.146479, 0.035521, -0.100887, 0.102639, -0.053118, 0.038664, 0.011843, 0.020262, 0.062413, -0.078941, 0.081827, 0.006049, 0.050067, -0.053185, 0.010647, -0.073361, 0.060443, -0.050284, 0.006789, 0.006243, -0.124469, 0.016597, 0.119637, 0.014265, -0.041643, 0.030494, 0.02997, -0.086926, -0.057394, 0.054469, 0.024619, 0.021977, 0.022284, 0.04313, 0.086124, 0.047588, 0.057438, 0.012381, 0.056759, -0.008714, -0.073832, 0.078993, 0.067699, -0.0911, -0.018878, 0.054192, 0.05418, 0.022415, -0.049876, -0.056083, 0.005753, -0.0397, 0.025214, 0.06072, 0.06407, -0.039158, -0.025339, 0.052338, -0.036851, -0.086008, -0.067363, 0.002023, -0.057126, 0.032006, 0.02808, 0.03977, -0.067075, 0.09097, 0.036348, 0.132029, -0.066212, 0.048796, 0.026058, 0.068947, 0.026352, 0.054391, 0.020585, -0.021791, 0.128197, -0.010274, 0.05278, -0.147398, 0.045304, -0.023526, 0.080746, -0.005783, 0.017176, -0.048064, -0.053603, -0.096578, -0.046234, 0.053177, -0.016479, 0.053609, -0.07645, 0.033149, -0.037757, -0.040884, -0.002085, -0.052726, 0.059653, 0.13437, -0.084628, -0.018731, -0.00475, 0.003889, -0.010825, 0.077869, 0.128294, 0.049552, -0.113623, 0.065227, -0.015326, 0.037053, -0.15758, -0.063932, 0.020466, 0.103043, 0.064608, 0.076712, 0.061166, 0.031291, -0.010271, -0.203139, 0.035976, -0.062106, 0.062659, 0.018153, 0.056549, 0.011339, 0.082602, 0.037854, -0.019439, 0.025312, -0.016843, 0.014897, -0.049889, -0.061778, 0.031754, -0.109908, 0.049082, 0.036257, -0.060621, -0.064854, 0.142556, 0.011336, 0.020899, -0.009337, -0.057889, 0.101812, 0.077291, 0.037202, -0.002066, -0.010217, 0.141629, 0.005142, -0.041952, 0.032725, 0.076937, 0.009026, 0.031559, -0.044208, -0.024581, -0.08825, 0.005833, -0.046239, -0.118967, -0.006611, -0.10722, -0.048778, 0.093214, -0.013132, 0.122872, -0.097281, -0.017919, 0.019233, -0.113813, 0.021846, 0.112452, 0.067715, 0.025297, -0.011813, -0.036338, -0.025636, -0.01778, 0.037393, -0.009787, 0.112208, -0.048894, -0.014018, 0.085373, -0.072344, 0.031238, 0.069656, -0.057264, -0.029419, -0.00303, 0.00409, -0.005339, -0.004043, -0.015784, -0.02772, -0.012611, 0.025631, 0.006685, -0.10083, -0.025392, 0.07068]
        }
      ],
      "embedding": [0.038561, 0.083266, 0.15173, -0.071312, 0.149466, 0.020094, 0.066749, -0.031523, 0.013023, -0.004657, -0.035029, 0.032088, -0.026218, -0.079539, -0.032215, -0.021055, -0.009499, -0.029787, 0.019366, -0.051722, -0.036934, -0.026613, 0.072245, -0.053103, -0.08729, 0.044038, -0.010448, -0.021361, -0.051775, 0.075774, -0.101685, 0.026239, -0.027247, 0.034083, -0.006708, -0.002841, 0.050237, 0.060399, -0.025855, -0.081104, -0.066359, -0.103254, -0.017296, -0.01116, -0.043502, 0.023306, -0.147028, 0.00947, -0.15036, 0.073416, -0.111557, 0.13465, -0.067932, 0.062545, -0.015932, 0.014873, 0.061334, -0.066573, 0.091041, 0.006345, 0.094144, -0.04984, 0.033746, -0.044553, 0.048671, -0.031488, -0.016055, 0.003668, -0.135546, 0.017211, 0.085247, 0.031576, -0.019179, 0.040431, 0.037335, -0.088049, -0.080572, 0.081016, -0.01183, 0.034634, 0.011395, 0.02407, 0.041665, 0.062613, 0.033654, 0.027123, 0.051326, -0.012714, -0.078721, 0.08158, 0.054106, -0.095837, 0.00181, 0.027634, 0.099344, 0.028814, -0.034643, -0.024916, -0.009871, -0.063107, 0.027235, 0.031911, 0.05765, -0.067479, 0.002549, 0.005536, -0.040903, -0.082984, -0.098152, 0.024299, -0.045088, 0.041732, -0.013248, 0.079067, -0.040266, 0.080905, 0.019175, 0.122536, -0.069034, 0.043833, 0.019456, 0.064454, 0.016641, 0.065762, 0.022216, -0.019601, 0.124472, 0.00775, 0.07184, -0.131299, 0.062695, -0.026307, 0.094641, -0.003596, 0.008748, -0.032421, -0.047237, -0.115035, -0.061218, 0.05315, -0.050735, 0.055795, -0.086924, 0.054261, -0.047447, -0.038967, -0.007112, -0.050532, 0.076975, 0.134538, -0.080398, 0.008003, -0.01588, 0.014014, -0.017397, 0.074522, 0.117469, 0.075358, -0.098158, 0.071087, -0.00786, 0.002146, -0.148551, -0.081952, 0.010278, 0.095971, 0.048547, 0.062086, 0.060391, 0.035209, 0.040175, -0.193275, 0.07949, -0.035818, 0.055693, 0.013994, 0.075761, 0.01434, 0.082035, 0.017319, -0.012414, 0.04248, -0.00266, -0.012794, -0.037698, -0.061916, 0.02224, -0.075569, 0.050174, 0.02633, -0.09166, -0.058551, 0.131077, 0.006481, 0.022238, -0.033587, -0.079266, 0.109404, 0.083567, 0.054778, -0.002301, -0.002676, 0.096933, -0.011424, -0.050345, 0.002378, 0.069636, 0.024551, 0.051538, -0.026884, -0.019602, -0.063671, 0.017885, -0.033329, -0.108934, 0.001372, -0.124172, -0.068582, 0.095702, -0.040952, 0.135329, -0.10979, 0.013051, 0.008673, -0.077693, 0.024159, 0.124019, 0.063217, 0.044089, -0.048065, -0.030257, -0.003251, -0.002043, 0.053181, -0.011786, 0.076507, -0.065187, 0.000325, 0.107503, -0.076754, 0.016161, 0.072754, -0.065289, -0.009349, -0.00891, -0.018047, -0.015815, 0.00389, -0.010885, 0.001028, -0.025819, 0.021583, -0.000002, -0.077533, -0.026936, 0.045513]
    },
    {
      "name": "cdc-health-mcp-server",
      "displayName": "CDC Health",
      "description": "Search and query CDC public health data — mortality, vaccinations, surveillance, behavioral risk (Socrata SODA API) via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://cdc.caseyjhand.com/mcp",
      "npm": "@cyanheads/cdc-health-mcp-server",
      "github": "https://github.com/cyanheads/cdc-health-mcp-server",
      "version": "0.6.7",
      "auth": "none",
      "keywords": [
        "health",
        "public health",
        "healthcare",
        "medicine",
        "medical",
        "disease",
        "epidemiology",
        "illness",
        "mortality",
        "vaccination",
        "immunization",
        "infectious disease",
        "chronic disease",
        "outbreaks",
        "health statistics",
        "prevention",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "cdc",
        "public-health",
        "socrata",
        "health-data",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "cdc_discover_datasets",
          "description": "Search the CDC dataset catalog by keyword, category, or tag. Returns dataset IDs, names, descriptions, column lists, and update timestamps.",
          "embedding": [0.068741, 0.02258, 0.043241, -0.006897, 0.099279, 0.041776, 0.032337, 0.050472, -0.046914, -0.064422, -0.02655, -0.016414, -0.046119, 0.032081, 0.016831, -0.018167, 0.043107, -0.014049, -0.001757, 0.011276, -0.057867, -0.038742, 0.003179, 0.001338, -0.0409, -0.020632, 0.005422, -0.007932, -0.135661, 0.037267, -0.13563, 0.02846, 0.08802, 0.011166, 0.017414, 0.106205, -0.051028, 0.053056, 0.032552, -0.113771, -0.069643, -0.135259, -0.070379, 0.086401, 0.016474, 0.004043, -0.226795, 0.080704, -0.022239, 0.061308, -0.11846, 0.051538, 0.050954, 0.088841, -0.048817, 0.008412, 0.058866, -0.050614, 0.004739, 0.024068, 0.02015, -0.022911, 0.043719, -0.05977, 0.035383, -0.04554, -0.001839, 0.022962, 0.052514, 0.040308, 0.055018, 0.013805, 0.01625, -0.004434, 0.075158, -0.069363, -0.119445, -0.033262, 0.03435, -0.083845, 0.0051, -0.009558, 0.092927, -0.004806, -0.004773, 0.004609, 0.121579, -0.004044, -0.060913, 0.07098, -0.013636, 0.053206, -0.009891, -0.057478, -0.005199, -0.086522, -0.008809, -0.040986, -0.020806, -0.028501, -0.071113, 0.020538, 0.060333, -0.014167, -0.096795, 0.009968, 0.013414, -0.049251, -0.027601, 0.051192, 0.003485, 0.005006, -0.066835, 0.047273, -0.064046, 0.164138, 0.035426, 0.026232, -0.004514, -0.04305, -0.06501, 0.007213, 0.013044, 0.045376, -0.016269, 0.073211, 0.085802, -0.007915, 0.105273, -0.028596, 0.004276, 0.000593, -0.037188, 0.014034, 0.035839, -0.000181, -0.064912, 0.028208, 0.052481, 0.067976, -0.054566, -0.039569, -0.069328, 0.06458, 0.107803, 0.021603, -0.091232, -0.079775, 0.035663, 0.063762, -0.003606, 0.07739, 0.075572, 0.001391, 0.000223, -0.014799, 0.095953, 0.026455, -0.047866, -0.048745, 0.005185, 0.10278, 0.00122, -0.048742, 0.076496, -0.038858, 0.012697, 0.00589, 0.015921, -0.002664, -0.032621, -0.128711, 0.073645, 0.028661, 0.052273, 0.08412, 0.138844, 0.108014, 0.021761, 0.050698, -0.0297, -0.061415, -0.002274, -0.052978, -0.020632, -0.099395, 0.108942, 0.0146, 0.085124, 0.010877, -0.048973, -0.106457, 0.097673, 0.0303, 0.065011, -0.003106, 0.000374, 0.126323, 0.029942, 0.009515, 0.014283, 0.012093, 0.085201, -0.055836, -0.064578, 0.012359, 0.054445, 0.008376, 0.092484, -0.00593, 0.059241, -0.107107, 0.005794, -0.07178, 0.001551, -0.079583, -0.082223, 0.003461, 0.114793, -0.050552, 0.185999, -0.041111, 0.080369, 0.10392, -0.067613, 0.094509, 0.088579, 0.085355, 0.162707, -0.132866, 0.017275, 0.045513, 0.069905, 0.055072, 0.037311, 0.059262, -0.06164, -0.004857, -0.007947, -0.063607, 0.097162, 0.026489, -0.023535, -0.054879, -0.00229, -0.123464, 0.037372, -0.039597, -0.055842, 0.008213, 0.032318, 0.012203, 0.091302, -0.108121, 0.070671, 0.030183]
        },
        {
          "name": "cdc_get_dataset_schema",
          "description": "Fetch the full column schema for a CDC dataset — names, data types, descriptions, row count, and last-updated timestamp. Get dataset IDs from cdc_discover_datasets.",
          "embedding": [0.093463, 0.029422, 0.010314, -0.00041, 0.118799, 0.012988, 0.012001, -0.00899, -0.009759, -0.061723, 0.004769, -0.020712, -0.069542, -0.001696, 0.02541, -0.020791, 0.058546, -0.031238, -0.041987, -0.00328, -0.017813, -0.059672, 0.041574, 0.0261, -0.047777, -0.012152, -0.014684, 0.010457, -0.128358, 0.050972, -0.132333, 0.031029, 0.053032, -0.007389, 0.047776, 0.119677, -0.056198, 0.067774, 0.04529, -0.114184, -0.06605, -0.117694, -0.043104, 0.10118, 0.030749, -0.011783, -0.18941, 0.056161, -0.036597, 0.071746, -0.090708, 0.073606, 0.01577, 0.143361, -0.034737, 0.014195, 0.048373, -0.008141, -0.018637, 0.009674, -0.021725, -0.042536, 0.028864, -0.074346, 0.054478, -0.060458, 0.011345, 0.022797, 0.092469, 0.041783, 0.038922, 0.026634, 0.02529, 0.015813, 0.067453, -0.051346, -0.111457, -0.014742, 0.070216, -0.100509, -0.062799, -0.031992, 0.074932, -0.02402, -0.007124, 0.003272, 0.085249, -0.021588, -0.075812, 0.065019, -0.016855, 0.060959, -0.022067, -0.050525, -0.005281, -0.054852, -0.012373, -0.028338, 0.027151, -0.058936, -0.093619, 0.006711, -0.003382, -0.022409, -0.09221, -0.005836, -0.012202, -0.058916, -0.000414, 0.043408, 0.0048, 0.032275, -0.076486, 0.092072, -0.054935, 0.129189, 0.022259, 0.020492, -0.024977, -0.041947, -0.029844, -0.015776, -0.000953, 0.046781, -0.046313, 0.073385, 0.065185, -0.007925, 0.147391, -0.025361, -0.005906, 0.023414, -0.005258, 0.058977, 0.019323, 0.006953, -0.074604, 0.002468, 0.102139, 0.104533, -0.037036, -0.046421, -0.0949, 0.051994, 0.138785, 0.016027, -0.086551, -0.134565, 0.041179, 0.110193, 0.002126, 0.102387, 0.091543, -0.007429, -0.009626, -0.000208, 0.065801, 0.018683, -0.101535, -0.053977, -0.009919, 0.068799, 0.016628, -0.057013, 0.046663, -0.015555, -0.001364, -0.012527, 0.051878, 0.01181, -0.029595, -0.089404, 0.084498, 0.062027, 0.078231, 0.041625, 0.118043, 0.03795, 0.04203, 0.033613, -0.000501, -0.044849, -0.014343, -0.051668, -0.021382, -0.080492, 0.123805, 0.014756, 0.062408, -0.001084, -0.019297, -0.087357, 0.076203, 0.033271, 0.116646, -0.00705, -0.000979, 0.134881, 0.024568, 0.017535, 0.010531, 0.010369, 0.058253, -0.042397, -0.011965, -0.028974, 0.059583, -0.000467, 0.045857, -0.021354, 0.008463, -0.059672, 0.025796, -0.084437, -0.027942, -0.08844, -0.083578, 0.000347, 0.09322, -0.053299, 0.195818, -0.056821, 0.039678, 0.077075, -0.074132, 0.10516, 0.084273, 0.133159, 0.129788, -0.107785, -0.025472, 0.028217, 0.074359, 0.023818, 0.028124, 0.049605, -0.080089, 0.005764, -0.037419, -0.054299, 0.106459, 0.013979, -0.039473, -0.097638, 0.004552, -0.106524, 0.027621, -0.032925, -0.083053, 0.034098, 0.020982, -0.005982, 0.098127, -0.125553, 0.06765, -0.002421]
        },
        {
          "name": "cdc_query_dataset",
          "description": "Execute a SoQL query against any CDC dataset. Supports filtering, aggregation, sorting, full-text search, and field selection. Use cdc_discover_datasets to find dataset IDs and cdc_get_dataset_schema to inspect columns before querying.",
          "embedding": [0.125854, 0.01756, -0.009118, 0.035771, 0.074505, -0.002069, -0.031213, 0.007412, -0.002621, -0.027502, -0.019333, -0.050692, -0.10444, 0.02729, 0.079179, -0.035923, 0.072228, -0.007063, -0.022267, -0.017918, -0.014976, -0.030275, -0.0199, 0.026082, -0.08187, -0.00722, 0.014381, 0.019486, -0.092892, 0.063688, -0.07015, 0.049888, 0.043423, 0.010086, -0.021281, 0.084488, -0.066448, 0.038639, 0.057547, -0.085426, -0.06974, -0.141691, -0.052569, 0.0499, 0.057604, 0.034195, -0.190572, 0.100188, -0.027141, 0.055187, -0.087189, 0.102648, 0.029286, 0.082239, 0.005269, 0.047056, -0.001287, -0.03661, -0.01126, 0.016565, -0.033405, -0.044204, 0.000234, -0.092785, 0.043916, -0.006801, -0.023132, 0.03219, 0.013535, 0.040944, 0.01993, 0.027552, 0.024023, 0.044077, 0.035371, -0.050768, -0.128945, 0.002202, 0.044108, -0.058202, -0.055337, -0.009956, 0.127055, -0.053155, -0.007925, 0.015931, 0.097302, -0.016527, -0.064586, 0.091549, -0.016933, 0.084614, 0.0152, -0.064502, 0.012879, -0.05022, 0.028321, -0.050841, -0.036122, -0.035361, -0.105151, 0.045908, 0.018739, 0.000533, -0.094722, 0.021512, 0.010669, -0.07837, 0.048542, 0.067105, 0.028374, 0.025665, -0.118994, 0.096921, -0.051819, 0.109462, 0.048732, 0.066178, -0.011411, -0.083918, -0.001788, 0.022018, 0.017878, 0.056319, -0.045816, 0.069132, 0.053281, -0.028729, 0.121924, -0.030009, -0.006216, 0.051653, -0.026724, 0.066421, 0.002144, 0.042815, -0.094158, -0.017983, 0.079158, 0.071497, 0.003133, -0.056698, -0.102672, 0.039619, 0.043311, 0.059882, -0.05246, -0.065687, 0.047543, 0.111618, -0.04323, 0.083463, 0.098358, -0.001051, -0.058843, 0.020024, 0.049153, 0.009303, -0.045245, -0.059148, -0.001608, 0.08485, 0.023947, -0.041412, 0.041759, -0.008583, 0.030679, -0.04969, 0.024353, 0.058651, -0.022363, -0.074112, 0.026338, 0.018977, 0.075239, 0.031299, 0.133314, 0.073543, 0.048366, 0.095355, -0.038679, -0.046178, 0.006842, -0.032956, -0.029125, -0.070281, 0.137239, 0.028828, 0.104617, -0.028388, -0.056735, -0.063452, 0.11296, 0.02426, 0.053567, 0.003676, 0.015386, 0.103067, 0.036989, -0.017333, 0.023586, 0.034499, 0.089241, -0.107978, -0.050834, 0.026714, 0.065382, -0.005546, 0.037621, 0.009808, 0.002245, -0.125904, 0.000008, -0.040515, 0.001012, -0.059263, -0.159315, 0.026798, 0.117133, -0.033551, 0.183533, -0.043859, 0.063224, 0.073523, -0.084571, 0.075562, 0.109284, 0.10417, 0.092696, -0.118274, 0.019134, 0.099381, 0.026153, 0.057448, 0.047966, 0.012981, -0.027878, -0.028544, -0.003537, -0.003382, 0.130406, 0.076445, -0.034661, -0.066453, 0.045632, -0.099065, 0.016216, -0.075517, -0.076509, 0.046032, 0.023254, -0.015408, 0.102426, -0.102565, 0.074412, -0.031164]
        }
      ],
      "embedding": [0.089426, 0.078564, 0.039983, -0.002374, 0.092966, 0.04631, 0.056889, 0.01726, -0.032721, -0.034448, -0.053046, -0.063924, -0.064589, -0.03044, -0.006085, -0.059671, 0.056391, -0.022488, 0.030613, -0.015895, -0.070077, -0.020015, -0.047288, 0.010871, -0.094827, -0.005767, -0.001298, 0.017884, -0.102418, 0.050022, -0.090266, 0.037528, 0.0033, 0.040963, 0.049181, 0.108483, -0.023222, 0.057815, 0.018798, -0.072301, -0.087018, -0.108456, -0.054812, 0.053435, 0.01247, 0.007776, -0.157005, 0.057123, -0.045538, 0.051804, -0.060814, 0.101844, 0.03355, 0.070528, -0.003949, -0.014215, 0.059737, -0.048581, -0.004773, 0.031289, -0.02646, -0.065487, 0.053915, -0.096571, 0.01007, -0.064733, 0.016313, -0.000999, 0.065716, 0.031357, 0.024237, 0.060517, -0.015347, 0.034183, 0.040265, -0.056824, -0.128697, -0.001272, 0.007861, -0.124833, -0.020283, -0.032932, 0.11388, -0.011703, -0.028917, 0.043523, 0.150311, 0.028462, -0.041727, 0.041103, -0.047999, 0.082183, -0.004926, -0.04268, 0.012271, 0.013865, -0.101907, -0.072826, -0.071244, -0.052333, -0.095206, -0.002211, 0.064581, -0.000907, -0.061634, 0.045696, 0.04129, -0.017488, 0.00302, 0.061564, -0.001318, 0.018572, -0.062778, 0.04134, -0.051154, 0.124669, 0.056873, 0.025206, -0.021339, -0.056668, 0.000606, -0.007949, 0.020653, 0.05425, -0.029513, 0.078126, 0.080495, -0.027717, 0.167755, -0.011608, 0.02905, 0.045438, -0.014308, 0.036485, 0.009944, 0.02659, -0.152806, -0.00254, 0.023269, 0.037472, -0.023794, -0.0195, -0.097075, -0.021232, 0.118814, 0.034728, -0.069768, -0.108836, 0.003142, 0.06952, -0.044902, 0.054744, 0.125996, 0.02511, -0.061213, 0.034398, 0.068572, 0.014566, -0.02028, -0.036313, 0.068476, 0.050095, 0.017614, -0.079372, 0.0648, -0.008352, 0.008343, 0.013434, 0.043898, 0.042312, 0.014349, -0.098472, 0.045596, -0.020909, 0.108029, 0.077493, 0.127039, 0.07995, 0.061638, 0.082311, -0.038025, -0.058096, 0.024831, -0.052112, -0.075894, -0.073243, 0.145317, -0.007219, 0.04797, 0.002509, -0.039724, -0.074856, 0.108939, 0.020025, 0.077856, -0.021399, -0.010106, 0.052317, 0.051727, -0.013094, -0.006732, 0.003532, 0.123296, -0.055303, -0.046753, -0.013605, 0.021778, -0.001629, 0.069459, 0.01996, -0.004246, -0.055088, -0.002889, -0.074287, 0.013892, -0.099775, -0.130088, 0.003361, 0.079242, -0.063413, 0.142934, -0.066866, 0.082927, 0.076549, -0.034454, 0.071283, 0.068643, 0.1096, 0.101726, -0.130133, 0.030895, 0.060967, 0.036168, 0.044529, 0.066357, 0.073527, -0.064905, -0.004602, -0.010536, -0.083601, 0.107108, 0.063827, -0.062121, -0.06818, 0.013963, -0.134915, 0.032777, -0.04102, -0.054901, 0.078846, -0.017118, 0.047738, 0.097859, -0.111886, 0.068819, 0.037318]
    },
    {
      "name": "census-mcp-server",
      "displayName": "Census",
      "description": "Query U.S. Census Bureau data, variables, and geography via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://census.caseyjhand.com/mcp",
      "npm": "@cyanheads/census-mcp-server",
      "github": "https://github.com/cyanheads/census-mcp-server",
      "version": "0.1.7",
      "auth": "none",
      "keywords": [
        "demographics",
        "population",
        "census",
        "income",
        "housing",
        "american community survey",
        "population statistics",
        "household data",
        "economic data",
        "US population",
        "demographic data",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "ai",
        "llm",
        "bun",
        "stdio",
        "streamable-http",
        "census-bureau",
        "acs",
        "american-community-survey",
        "fips",
        "geography",
        "open-data",
        "government-data",
        "demographic-data"
      ],
      "tools": [
        {
          "name": "census_list_datasets",
          "description": "Browse available Census Bureau datasets with their supported vintage years. Use as the starting point when the right dataset is unknown — ACS5, ACS1, population estimates, and decennial census serve different use cases. Pass the dataset_id value to the dataset parameter in other census tools.",
          "embedding": [0.012577, -0.011213, 0.034301, 0.055495, 0.076794, 0.14809, 0.003344, 0.090847, -0.108654, -0.070093, -0.02523, -0.053631, -0.026188, -0.068163, 0.031227, -0.023632, 0.045914, 0.012096, 0.00349, -0.023839, -0.042432, 0.014254, 0.001347, -0.041429, -0.047016, -0.078597, 0.040062, -0.028689, -0.06106, 0.046777, -0.131892, 0.121197, 0.047688, 0.021511, -0.058692, -0.004845, -0.052758, -0.010224, 0.029171, -0.027054, -0.0487, -0.024023, 0.003197, 0.072116, -0.059624, -0.03063, -0.149061, 0.040557, -0.047858, 0.047035, -0.127799, 0.119479, 0.055172, 0.075185, 0.033554, 0.027622, 0.047278, -0.130608, -0.011446, 0.041933, 0.100526, -0.000816, 0.083596, -0.008065, 0.056457, -0.058588, -0.032752, 0.002849, -0.056941, 0.041895, 0.083682, -0.021334, 0.052501, -0.004409, -0.004756, -0.026011, -0.081469, 0.003271, 0.074864, -0.020346, -0.033981, 0.002115, 0.037613, -0.106997, 0.017725, -0.004997, 0.005773, -0.040535, -0.05627, 0.10725, -0.014587, -0.031243, 0.017504, -0.00708, 0.026388, -0.127789, -0.029158, 0.039719, 0.045277, 0.067207, -0.068539, 0.093279, 0.074965, -0.015267, -0.026985, 0.000016, -0.03114, -0.039098, -0.054284, -0.013942, 0.092554, 0.034095, -0.074655, 0.030973, 0.003813, 0.072883, 0.069278, 0.091849, 0.057851, 0.05944, -0.027922, 0.045019, -0.085479, 0.034065, 0.083457, 0.068995, 0.058868, 0.05597, 0.065125, -0.030848, -0.030118, -0.000792, -0.007516, 0.014272, 0.08479, -0.057773, -0.123553, 0.018151, 0.118133, 0.111123, -0.020778, 0.034578, -0.017074, 0.031742, 0.023497, -0.013777, -0.07108, -0.033394, 0.027789, 0.103825, -0.007699, 0.025196, 0.072751, -0.119008, 0.041628, -0.028534, -0.021959, 0.009227, -0.031415, -0.057566, 0.025079, 0.072799, 0.018504, -0.017215, 0.102872, 0.000484, -0.015099, 0.015794, 0.031572, -0.028597, -0.076094, -0.080119, -0.013901, 0.011598, 0.08875, 0.012457, 0.178504, 0.049651, 0.025344, 0.012025, -0.061831, -0.074366, 0.056749, -0.000188, 0.044593, 0.01644, 0.072245, -0.00031, 0.069407, 0.020975, 0.082621, -0.14735, 0.029488, -0.058497, 0.02968, 0.041797, -0.04124, 0.102534, 0.057091, 0.025278, 0.010276, 0.000805, 0.117275, -0.053502, -0.031168, -0.040281, 0.021843, -0.022328, 0.116056, -0.002421, 0.018415, -0.043092, 0.003682, -0.047855, -0.013519, 0.028775, -0.079699, -0.008652, 0.134905, -0.045417, 0.233178, 0.007088, 0.085979, 0.000624, -0.170129, 0.089227, 0.182212, 0.103272, 0.128064, -0.008467, 0.018511, 0.098879, 0.071998, -0.032211, 0.030724, -0.00426, 0.02772, -0.014057, -0.021902, 0.029031, 0.048922, -0.036251, -0.012662, -0.030882, -0.011008, -0.065852, 0.064256, -0.060341, -0.031977, 0.045412, -0.014114, 0.015533, 0.000039, -0.069313, -0.014964, 0.155599]
        },
        {
          "name": "census_list_geographies",
          "description": "List the geography levels available for a given Census dataset and year, along with the parent geographies each level requires. Use before querying to confirm that the target geography level exists — ACS1 omits many sub-state levels, and not all datasets support tracts or block groups. The geography_level values returned here are the valid inputs to the geography_level parameter in census_query_data and census_compare_geographies.",
          "embedding": [0.027281, 0.018696, 0.075285, 0.043832, 0.112605, 0.166707, -0.037382, 0.123967, -0.072717, -0.009307, -0.039582, -0.097074, -0.032954, -0.092285, 0.065169, 0.022026, 0.060555, 0.004163, -0.047174, -0.03465, -0.038207, 0.043108, 0.028998, -0.028844, -0.01314, -0.108879, 0.021558, 0.001427, -0.005168, -0.007017, -0.081302, 0.119222, 0.023979, 0.052419, -0.000808, -0.024318, -0.036008, -0.029392, 0.053139, -0.073594, -0.044078, 0.02387, 0.000069, 0.065906, -0.010851, -0.003851, -0.115166, 0.061678, -0.052117, -0.001737, -0.089442, 0.085315, 0.033233, 0.081706, 0.003255, -0.033512, 0.084493, -0.072275, 0.023011, 0.025824, 0.074394, 0.074303, 0.018395, 0.001164, 0.015046, -0.08342, -0.041512, 0.009034, -0.067245, 0.038326, 0.018405, 0.020356, 0.053552, 0.085798, -0.050975, 0.024324, -0.068113, -0.044683, 0.055059, -0.073178, -0.103604, 0.03478, -0.049943, -0.070587, -0.061647, -0.027461, 0.056154, -0.041434, -0.027724, 0.152562, 0.05486, -0.037453, -0.027028, -0.06028, 0.034303, -0.079409, -0.003313, 0.019842, -0.023483, 0.067327, -0.079769, 0.058023, 0.105033, -0.027342, -0.094953, 0.000689, -0.016746, 0.003023, -0.062735, 0.012967, 0.069537, 0.035644, -0.049799, 0.016353, 0.074352, 0.047273, -0.016228, 0.066636, -0.013277, 0.101285, 0.006648, 0.09095, -0.023331, 0.044481, 0.099295, 0.063145, 0.037414, 0.098433, 0.054488, -0.029237, -0.066312, 0.051666, 0.017572, 0.059922, 0.042056, -0.081254, -0.122688, 0.006907, 0.153124, 0.045016, -0.044654, 0.015288, -0.071277, -0.013889, -0.004886, -0.073021, -0.048352, -0.021862, -0.0301, 0.125592, 0.055233, 0.037505, 0.016209, -0.079305, 0.002439, -0.034028, 0.008351, 0.094453, 0.009104, -0.008561, 0.012386, 0.079381, 0.039334, -0.015013, 0.125538, 0.069304, 0.018228, 0.013092, -0.036609, -0.011021, -0.059818, -0.067959, -0.04277, 0.075126, 0.079104, -0.01356, 0.087668, 0.075534, 0.08586, -0.009115, -0.025599, -0.136643, -0.022584, -0.030991, 0.01087, -0.025189, 0.027993, -0.004543, 0.059643, -0.000566, 0.006584, -0.143796, 0.008951, -0.074016, -0.011263, -0.000795, -0.03648, 0.123561, 0.031304, 0.044873, 0.003826, -0.012629, 0.088736, -0.045434, -0.003006, -0.007278, -0.012686, -0.074889, 0.077611, -0.001381, 0.008333, 0.002717, -0.050832, -0.016165, -0.047286, 0.029134, -0.033176, 0.040727, 0.153093, -0.005768, 0.214776, -0.004664, 0.09067, -0.007983, -0.1339, 0.063015, 0.192624, 0.146032, 0.116213, -0.070869, -0.020699, 0.086918, 0.066773, -0.068712, -0.024713, 0.014406, 0.048435, -0.073458, -0.029131, 0.020882, 0.040744, 0.051589, 0.006818, -0.028479, 0.022741, -0.045834, 0.074993, -0.070306, -0.026853, 0.081191, -0.036779, 0.032981, 0.03808, -0.074724, -0.020067, 0.115326]
        },
        {
          "name": "census_search_variables",
          "description": "Search Census variables by keyword across variable labels and concept groups. Returns variable codes with human-readable labels — use this to go from a concept like \"median household income\" to the variable code B19013_001E needed for data queries. Returns both estimate (E suffix) and margin-of-error (M suffix) codes so you can request both. When total_matches exceeds the limit, narrow the query to see more specific results.",
          "embedding": [0.068231, -0.004253, 0.111755, 0.065553, 0.097333, 0.193689, 0.08107, 0.038975, -0.067391, -0.047652, -0.073906, -0.019042, -0.008556, -0.011492, 0.022943, -0.039695, 0.049326, -0.007726, 0.028399, 0.015179, -0.023915, 0.033689, 0.039221, -0.02277, -0.090699, -0.014103, -0.034088, -0.031381, -0.123302, 0.082653, -0.136124, 0.084423, 0.04783, 0.043727, -0.101151, -0.010767, -0.049182, -0.028852, 0.035757, -0.011056, -0.086057, -0.090828, 0.007229, 0.0765, -0.080004, -0.0144, -0.223867, 0.038, -0.033666, 0.011049, -0.078003, 0.050968, 0.053377, 0.05, 0.007053, 0.033112, 0.059831, -0.100234, 0.049572, 0.005884, 0.068857, 0.039362, 0.056723, -0.039795, 0.047891, 0.10419, -0.093322, 0.015005, -0.072783, 0.055747, 0.050253, 0.023261, 0.018902, 0.013099, -0.02695, -0.049059, -0.078822, -0.009506, 0.084128, 0.021539, -0.075087, 0.020165, 0.045614, -0.055554, 0.047569, 0.07337, 0.045383, -0.03648, -0.02945, 0.138127, 0.053832, -0.038998, -0.009869, -0.025904, 0.006516, -0.126179, 0.036746, 0.030029, -0.083592, 0.05485, -0.056916, 0.053294, 0.114998, -0.084206, -0.079546, 0.025875, -0.001911, -0.060025, -0.090874, -0.010627, 0.069769, 0.04808, -0.035372, 0.016659, 0.008339, 0.122479, 0.048072, 0.0559, 0.01148, 0.071126, -0.020805, 0.08134, -0.05247, 0.022984, 0.065116, -0.01172, 0.022704, 0.056555, 0.07217, -0.011441, 0.026936, -0.005731, -0.052327, 0.065247, 0.051325, -0.031754, -0.091123, 0.0128, 0.079679, 0.036755, 0.002273, -0.017776, -0.034502, 0.026933, 0.017815, 0.027918, -0.038643, -0.047506, -0.0081, 0.085706, 0.01321, 0.015463, 0.044179, -0.14097, 0.024212, 0.0132, 0.007551, 0.009684, -0.013784, -0.005977, 0.01944, 0.049889, -0.029874, -0.002565, 0.081598, 0.038498, 0.013951, 0.056474, -0.019804, 0.036688, -0.032375, -0.116766, 0.062211, 0.053782, 0.058115, 0.022065, 0.157588, 0.06687, 0.049461, 0.02672, -0.0623, -0.021724, -0.012579, 0.002195, -0.036248, -0.049838, 0.079451, -0.018555, 0.00395, 0.010915, 0.024463, -0.143465, 0.086343, -0.030298, -0.024935, -0.02005, -0.01397, 0.16693, 0.072303, 0.055934, -0.01722, 0.026223, 0.139376, -0.063658, -0.027578, 0.034629, 0.00296, 0.01296, 0.041658, 0.02948, -0.014041, -0.059663, -0.047232, -0.131947, 0.021002, -0.007447, -0.066627, -0.015603, 0.094514, -0.022856, 0.202956, -0.060611, 0.036111, 0.013901, -0.094057, 0.108851, 0.157913, 0.093601, 0.092168, -0.075379, -0.021566, 0.085861, 0.093439, -0.009775, 0.046277, 0.012752, -0.031865, 0.017174, 0.018042, 0.008667, 0.007522, 0.02604, -0.048218, 0.000646, 0.014373, -0.092195, 0.043061, -0.075575, 0.003549, 0.084497, 0.001454, 0.026911, 0.014215, -0.067398, -0.013705, 0.113447]
        },
        {
          "name": "census_get_variable",
          "description": "Fetch full metadata for one or more Census variable codes — label, concept group, predicate type, universe, and margin-of-error sibling references. Use to confirm a variable code before building a query, or to look up what a known code means. Returns estimate_code and moe_code sibling references where applicable so you can request both without a separate search.",
          "embedding": [0.087604, 0.027124, 0.055066, 0.058396, 0.121961, 0.130135, 0.080743, 0.067364, -0.073252, 0.041826, -0.096222, -0.002067, -0.004556, -0.019038, 0.008303, -0.064841, 0.09415, 0.015032, 0.009271, -0.016096, 0.02143, 0.063495, 0.047373, -0.049134, -0.115846, -0.069612, -0.041754, 0.008943, -0.136354, 0.095756, -0.143788, 0.055041, 0.018644, 0.009138, -0.061656, -0.009131, -0.048172, 0.003672, 0.005034, -0.039677, -0.090211, -0.106259, 0.033277, 0.028131, -0.041206, 0.001392, -0.213212, 0.059921, -0.072863, 0.029813, -0.089038, 0.031108, -0.007217, 0.084145, 0.046398, 0.017829, 0.050378, -0.067095, 0.003821, -0.014357, 0.006935, 0.021232, 0.040104, -0.021223, 0.089565, 0.041967, -0.048708, 0.024424, -0.031169, 0.08941, 0.024796, -0.011058, -0.009649, 0.020596, -0.000447, -0.05857, -0.123737, 0.038425, 0.11169, 0.022661, -0.057443, 0.00625, 0.031745, -0.030192, 0.040653, 0.07717, 0.045296, -0.061674, -0.05018, 0.12657, 0.038619, -0.07635, -0.03028, -0.032792, 0.00943, -0.127769, 0.055964, 0.050209, -0.092618, 0.049875, -0.104316, 0.047689, 0.040761, -0.104905, -0.037822, -0.014203, -0.032537, -0.087235, -0.072031, -0.000608, 0.081454, 0.081183, -0.066011, 0.040021, 0.023131, 0.093166, 0.032032, 0.030628, 0.063648, 0.062886, -0.009556, 0.021982, 0.00997, 0.028185, 0.089189, 0.081325, 0.036264, 0.046418, 0.028174, 0.008312, -0.006731, -0.021157, -0.043212, 0.019558, 0.049139, -0.053291, -0.157319, -0.011186, 0.071592, 0.0054, -0.03265, -0.065564, -0.098662, 0.015578, 0.072932, 0.022636, -0.083723, -0.039758, -0.034121, 0.073973, 0.037059, 0.028729, 0.045674, -0.116779, 0.032563, -0.015477, 0.049559, 0.054079, -0.0719, -0.04874, -0.003878, 0.041723, -0.035508, 0.002396, 0.066943, 0.054417, -0.028264, 0.072001, -0.005447, -0.000814, -0.052456, -0.133811, 0.020446, 0.060336, 0.061982, 0.02765, 0.143274, 0.032546, 0.042467, -0.018885, -0.036181, -0.045546, -0.006585, 0.040151, 0.018043, 0.005762, 0.103136, -0.033038, -0.006572, -0.037423, 0.014944, -0.074938, 0.045547, -0.028338, 0.026211, -0.029132, -0.029828, 0.167456, 0.051832, 0.062689, 0.004485, -0.008656, 0.136012, 0.000463, -0.013592, 0.001988, 0.042105, 0.020294, 0.064796, 0.054792, -0.004364, -0.045166, -0.077864, -0.128486, -0.007583, 0.015538, -0.075102, -0.007221, 0.070016, -0.017479, 0.211129, -0.009035, 0.021093, 0.00534, -0.06582, 0.086113, 0.160809, 0.101574, 0.083724, -0.084424, -0.042296, 0.097939, 0.070826, -0.00819, 0.069389, 0.010183, -0.036273, 0.026373, 0.017476, 0.003457, -0.012523, 0.026479, -0.050346, -0.035209, 0.039882, -0.071958, 0.053548, -0.083602, -0.002387, 0.107982, 0.023615, 0.021782, 0.047641, -0.061688, -0.019951, 0.067145]
        },
        {
          "name": "census_resolve_geography",
          "description": "Resolve a place name or street address to Census FIPS identifiers (state, county, tract codes). Converts names like \"King County, WA\" or \"Seattle, WA\" to the FIPS codes required by census_query_data and census_compare_geographies. Use before querying when you have a place name rather than raw FIPS codes — state_fips maps to parent_fips and fips_summary maps to geography_fips in downstream tools.",
          "embedding": [0.041856, 0.031904, 0.09264, -0.007237, 0.124098, 0.180055, 0.014261, 0.093836, -0.025111, 0.002255, -0.060239, -0.158467, -0.071484, -0.136214, 0.042203, 0.042846, 0.049479, -0.024466, 0.020525, -0.041972, -0.041354, 0.050602, 0.053813, -0.016178, -0.039723, -0.090925, 0.007777, -0.004905, -0.062804, 0.037562, -0.069666, 0.086434, -0.026765, 0.074624, -0.077142, -0.001419, -0.021712, -0.012183, 0.01051, -0.06699, -0.042918, -0.074667, 0.002223, 0.020356, -0.015203, -0.029696, -0.164135, 0.054225, -0.058308, -0.060922, -0.114973, 0.041607, 0.02085, 0.078189, 0.008204, -0.007763, 0.018765, -0.159783, 0.040295, 0.051422, 0.06174, -0.011841, 0.024899, 0.043264, 0.070095, -0.002671, -0.090083, -0.019936, -0.062792, 0.05651, -0.015442, 0.031631, 0.05152, 0.045963, -0.034642, 0.010513, -0.043585, 0.05228, 0.069211, -0.019267, -0.112445, -0.007799, -0.047986, -0.03969, 0.05198, -0.015897, 0.054738, -0.084314, -0.058904, 0.160393, 0.025201, -0.036014, -0.052975, -0.021132, 0.028617, -0.061298, -0.014185, 0.013124, -0.015425, 0.013261, -0.126793, 0.074716, 0.094008, -0.023614, 0.022222, -0.038378, 0.028668, -0.035631, -0.050818, -0.03816, 0.1046, 0.096615, -0.007184, 0.015381, -0.021706, 0.046689, 0.061675, 0.041075, 0.02616, 0.099083, 0.015634, 0.079873, -0.064575, 0.05006, 0.051014, 0.00934, 0.054248, 0.078778, 0.00295, 0.04287, -0.027813, 0.014903, 0.023513, 0.084923, 0.037219, -0.077588, -0.136261, -0.004408, 0.058298, -0.016764, 0.009362, 0.049272, -0.071203, -0.021615, 0.006257, -0.010282, -0.079108, -0.032491, 0.048116, 0.126617, 0.023395, 0.081615, 0.085299, -0.064288, 0.090557, 0.041869, 0.047627, 0.01947, 0.019086, 0.000317, -0.032668, 0.044312, 0.019902, -0.038599, 0.080916, -0.005745, 0.04275, 0.03628, 0.051608, -0.069356, -0.024374, -0.09839, -0.00175, 0.050328, 0.112375, -0.04287, 0.124435, 0.089161, -0.009785, -0.007687, -0.007416, 0.007132, -0.073756, -0.022693, -0.061773, 0.045711, 0.105054, -0.037411, 0.047321, -0.007709, 0.026091, -0.096505, 0.088806, -0.097806, -0.002194, 0.027027, -0.069564, 0.154244, 0.027267, 0.075357, -0.044529, -0.05136, 0.105514, -0.040906, -0.038349, -0.012249, -0.007517, -0.060087, 0.078445, -0.051191, 0.016608, -0.054868, -0.059475, -0.040052, -0.022454, 0.010429, -0.064208, -0.013309, 0.131823, -0.017659, 0.134088, -0.039991, 0.065246, 0.009868, -0.116718, 0.077631, 0.16648, 0.137274, 0.078455, -0.06164, -0.037487, 0.054047, 0.070997, -0.091381, 0.059701, 0.025488, 0.069325, -0.046541, 0.033773, 0.040384, -0.022269, 0.01882, -0.023852, -0.045823, 0.046389, -0.057715, 0.048574, -0.074139, -0.006691, 0.052794, -0.051051, 0.063045, 0.042154, -0.051216, 0.041394, 0.085749]
        },
        {
          "name": "census_query_data",
          "description": "Query a Census dataset for one or more variables at a specific geography. Accepts FIPS codes for the target geography — use census_resolve_geography to convert place names to FIPS when needed. Labeled estimates and margin-of-error values are returned together. Suppression codes (geography too small, data not collected) are decoded into human-readable reasons rather than passed through as raw negative numbers. Pass geography_fips as \"*\" to return all geographies at the level within the parent.",
          "embedding": [0.009131, 0.043962, 0.126317, 0.05795, 0.137401, 0.163959, -0.012477, 0.102907, -0.077394, 0.038174, -0.074349, -0.125304, -0.078198, -0.094785, 0.055857, 0.004734, 0.071009, -0.028505, 0.002176, -0.030553, -0.04961, 0.034303, 0.030318, -0.001513, -0.0313, -0.083647, 0.04769, 0.018378, -0.076606, 0.028656, -0.079006, 0.127067, 0.006158, 0.072652, -0.03194, -0.019467, -0.095514, 0.032329, 0.048544, -0.051843, -0.038794, -0.063828, 0.036097, 0.020014, -0.022502, -0.015025, -0.18606, 0.087067, -0.080874, -0.008349, -0.118941, 0.100161, 0.062153, 0.077453, 0.013834, -0.011147, 0.061445, -0.107258, 0.013297, -0.004537, 0.046016, 0.028642, 0.046181, 0.026823, 0.03728, -0.006544, -0.081348, -0.017022, -0.075503, 0.048477, 0.020426, 0.044196, 0.025279, 0.065333, -0.064714, 0.003627, -0.081201, 0.001063, 0.065519, -0.025542, -0.097848, -0.005659, -0.001406, -0.03476, 0.03948, -0.016268, 0.069826, -0.037367, -0.031629, 0.174744, 0.033995, -0.069151, -0.01209, -0.038118, 0.011085, -0.10902, -0.005558, -0.021448, -0.011851, 0.059156, -0.073674, 0.07152, 0.087976, -0.057225, -0.036851, 0.002362, -0.002668, -0.037563, -0.065727, -0.015588, 0.10526, 0.094856, -0.05446, -0.010574, -0.012626, 0.05389, 0.029611, 0.080748, -0.008487, 0.076816, -0.02128, 0.116839, -0.090705, 0.03917, 0.06795, 0.003786, 0.076292, 0.080944, 0.056332, 0.004068, -0.013751, 0.035255, -0.014626, 0.091908, 0.062206, -0.051135, -0.114691, -0.024779, 0.07212, 0.005471, -0.033436, -0.007654, -0.102588, 0.020902, -0.026198, 0.004122, -0.051245, -0.005991, 0.048573, 0.114986, 0.018914, 0.044655, 0.053652, -0.120653, 0.018955, -0.039034, 0.011569, 0.008016, 0.02898, -0.011237, 0.014229, 0.089498, 0.018384, -0.04373, 0.075877, 0.07241, 0.019512, 0.010576, -0.030978, -0.034243, -0.060233, -0.081964, 0.007603, 0.011531, 0.101996, -0.024281, 0.110567, 0.05103, 0.014446, 0.006685, 0.009687, -0.067284, -0.020221, -0.005343, -0.016809, 0.00308, 0.097384, -0.020908, 0.055502, 0.01729, 0.008313, -0.129389, 0.07861, -0.058541, 0.03563, -0.073367, -0.056654, 0.146744, 0.001252, 0.038625, -0.052777, -0.006093, 0.116653, -0.043147, 0.005432, 0.011897, -0.025895, -0.03357, 0.082917, -0.006164, -0.034891, -0.046017, -0.082752, -0.024212, -0.027579, 0.018488, -0.055375, -0.003533, 0.092991, 0.007605, 0.161182, -0.023056, 0.092137, -0.009603, -0.084705, 0.043613, 0.185709, 0.129249, 0.129977, -0.082818, -0.030916, 0.090126, 0.089337, -0.038426, 0.044059, 0.028647, 0.062439, -0.031451, -0.001237, 0.022492, -0.019868, 0.0417, -0.027839, -0.028237, 0.028189, -0.037048, 0.070219, -0.071291, 0.046288, 0.067276, -0.011197, 0.054116, 0.028892, -0.07201, 0.030421, 0.080149]
        },
        {
          "name": "census_compare_geographies",
          "description": "Compare one or more variables across multiple geographies at the same level — all counties in a state, all states nationally, or a named set of specific geographies. Results are sorted and ranked. Covers queries like \"rank states by poverty rate\", \"compare median income across WA counties\", or \"which census tracts in King County have the highest renter rate.\" Omit within to compare all geographies nationally at the level. Suppressed values are decoded to human-readable labels rather than passed through as raw negative sentinels.",
          "embedding": [0.038443, 0.01975, 0.05051, 0.048335, 0.125043, 0.184978, -0.016597, 0.053226, -0.080482, -0.091627, -0.010785, -0.03652, -0.012775, -0.006401, 0.053007, 0.011543, 0.021742, -0.00406, 0.076212, -0.078329, -0.03267, 0.037939, 0.045175, -0.047672, -0.05237, -0.080005, 0.014382, -0.026915, -0.092883, 0.030196, -0.100463, 0.079405, 0.020116, 0.035891, -0.021762, -0.041106, -0.002194, 0.036362, 0.043291, -0.073965, 0.032857, -0.104201, -0.003834, 0.030224, -0.029426, -0.070876, -0.192463, 0.062041, -0.031733, 0.000463, -0.145294, 0.068294, 0.048347, 0.086975, -0.04266, 0.026229, 0.054321, -0.100014, 0.037115, 0.034895, 0.115054, -0.013473, 0.048906, 0.016582, 0.008725, 0.004658, -0.091655, 0.036762, -0.078602, 0.047272, -0.00509, 0.006708, 0.048745, 0.072288, 0.014201, -0.005172, -0.118664, -0.074634, 0.022099, -0.034549, -0.135069, 0.015129, -0.038181, -0.023902, -0.036888, 0.011784, 0.070119, -0.009951, -0.047448, 0.197249, 0.047873, -0.013757, -0.032619, 0.037117, 0.016778, -0.080956, -0.006605, 0.062774, -0.068046, 0.089619, -0.105048, 0.064801, 0.131103, -0.016555, -0.048185, 0.044229, -0.006584, -0.042905, -0.054528, 0.031762, 0.048922, 0.092963, -0.027403, -0.012653, 0.057916, 0.074557, 0.004388, 0.012778, 0.006257, 0.033926, 0.010293, 0.069188, -0.061284, 0.050217, 0.098384, -0.018358, 0.069597, 0.056157, 0.027435, 0.006535, -0.011482, 0.028911, -0.011058, 0.12124, 0.047346, -0.045038, -0.131721, 0.0087, 0.094534, -0.025272, -0.014028, -0.00288, -0.090691, -0.006584, -0.013034, -0.026446, -0.07478, 0.034404, 0.012705, 0.076292, 0.028794, 0.063221, 0.024652, -0.054537, 0.017, 0.063919, 0.010211, 0.06304, 0.057493, -0.006138, 0.045854, -0.020353, 0.026547, -0.05326, 0.06152, 0.05013, 0.007039, 0.042539, -0.040787, 0.011487, -0.063277, -0.097509, 0.022671, 0.056138, -0.002722, 0.027962, 0.128111, 0.103464, 0.02107, 0.026104, -0.002229, -0.044224, -0.007028, -0.041436, 0.018427, -0.01405, 0.089462, 0.023386, 0.078257, 0.003103, -0.011769, -0.162917, 0.100578, -0.056032, 0.020023, -0.03326, -0.060363, 0.086182, 0.063916, 0.013466, 0.033178, -0.040931, 0.108641, -0.03328, -0.034043, -0.042533, -0.033068, -0.040127, 0.033324, -0.07599, -0.042961, -0.033299, -0.054389, -0.003118, -0.04629, 0.051986, -0.093443, 0.072638, 0.188839, 0.018445, 0.181284, -0.038688, 0.054831, 0.071262, -0.091917, 0.062744, 0.156098, 0.129087, 0.108112, -0.060631, -0.001109, 0.061517, 0.04908, -0.04605, 0.028023, 0.057354, 0.006074, -0.059799, 0.052496, 0.004721, -0.005293, 0.013068, 0.014839, 0.035421, -0.025113, -0.00137, 0.033481, -0.086196, -0.04413, 0.094054, -0.053362, 0.022997, 0.00367, -0.044069, 0.003967, 0.10041]
        }
      ],
      "embedding": [0.04244, 0.036019, 0.129163, 0.018154, 0.148764, 0.120534, 0.007873, 0.08983, -0.051738, -0.036766, -0.087675, -0.062552, -0.031175, -0.071182, 0.016031, -0.012545, 0.023164, -0.035713, 0.00166, -0.05681, -0.064562, 0.025428, 0.028391, -0.013056, -0.093214, -0.089898, 0.015725, -0.006167, -0.094392, 0.041279, -0.114184, 0.099587, 0.011372, 0.051215, -0.03502, 0.008645, -0.064301, 0.042576, 0.01213, -0.023079, -0.050956, -0.039697, 0.036612, 0.062571, -0.069792, -0.027925, -0.181661, 0.077916, -0.078406, 0.061891, -0.123556, 0.113344, 0.024825, 0.077445, 0.014792, 0.033541, 0.078797, -0.108358, -0.025346, 0.003217, 0.087706, -0.032564, 0.052791, -0.035101, 0.026598, -0.009497, -0.04509, -0.027163, -0.06441, 0.07755, 0.060027, 0.004656, 0.030817, 0.024614, -0.021994, -0.07153, -0.071022, 0.03916, 0.039135, -0.011364, -0.04929, 0.011167, 0.031006, -0.037187, 0.006678, -0.019834, 0.062993, -0.005537, -0.049039, 0.142498, 0.012593, -0.046961, -0.038601, 0.001879, 0.058738, -0.077782, -0.002521, -0.013976, -0.018964, 0.055008, -0.058253, 0.098402, 0.0861, -0.033267, -0.020932, 0.023135, -0.018834, -0.063066, -0.057128, 0.013455, 0.096483, 0.087075, -0.0497, -0.016864, -0.004916, 0.090418, 0.006037, 0.063094, 0.015515, 0.061048, -0.00519, 0.065938, -0.05395, 0.061726, 0.071016, 0.000575, 0.097104, 0.03161, 0.075551, -0.060857, 0.032827, -0.020895, 0.009607, 0.062305, 0.029682, -0.028069, -0.150856, -0.050497, 0.079689, 0.064672, -0.071659, 0.061219, -0.048033, 0.026296, 0.051589, -0.03889, -0.116473, -0.02796, -0.021298, 0.080949, -0.024046, 0.031547, 0.073212, -0.08124, 0.032116, 0.009142, 0.049291, 0.014669, 0.000065, -0.028374, 0.050921, 0.042047, -0.00146, -0.060381, 0.079017, 0.066248, -0.00312, 0.040145, -0.014031, -0.045085, -0.03489, -0.067613, 0.063332, 0.039324, 0.034562, 0.024463, 0.140745, 0.043858, 0.052195, 0.028386, -0.034555, -0.042838, 0.034344, 0.011793, -0.034455, -0.003917, 0.081079, 0.009727, 0.076656, 0.004451, 0.072522, -0.177614, 0.053235, -0.054373, 0.036751, -0.023044, -0.072287, 0.111304, 0.039527, 0.080076, -0.01585, 0.011958, 0.088895, -0.051107, -0.049554, -0.042369, 0.009426, 0.02091, 0.083791, 0.010111, -0.027893, -0.030034, -0.008785, -0.064352, -0.030658, -0.001309, -0.128067, -0.024109, 0.11604, -0.00775, 0.216386, -0.030919, 0.100201, 0.041802, -0.106763, 0.088749, 0.171778, 0.116867, 0.126845, -0.060577, -0.003567, 0.08111, 0.080868, 0.000061, 0.042373, 0.07642, -0.025364, -0.026357, 0.034761, -0.013356, 0.039403, -0.014299, -0.026131, -0.044955, 0.000588, -0.083182, 0.07313, -0.043679, 0.019701, 0.086205, -0.057923, 0.05063, 0.056027, -0.08402, 0.052992, 0.083865]
    },
    {
      "name": "clinicaltrialsgov-mcp-server",
      "displayName": "ClinicalTrials.gov",
      "description": "MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.",
      "category": "research",
      "endpoint": "https://clinicaltrials.caseyjhand.com/mcp",
      "npm": "clinicaltrialsgov-mcp-server",
      "github": "https://github.com/cyanheads/clinicaltrialsgov-mcp-server",
      "version": "2.5.3",
      "auth": "none",
      "keywords": [
        "health",
        "medical",
        "medicine",
        "clinical trials",
        "clinical research",
        "drug trials",
        "medical studies",
        "treatments",
        "therapies",
        "interventions",
        "patient recruitment",
        "eligibility",
        "healthcare",
        "disease",
        "conditions",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "ai-agent",
        "typescript",
        "clinical-trials",
        "clinicaltrials.gov",
        "patient-matching",
        "eligibility-criteria",
        "trial-finder",
        "research-tools",
        "bioinformatics",
        "health-tech",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "clinicaltrials_search_studies",
          "description": "Search for clinical trial studies from ClinicalTrials.gov. Supports full-text and field-specific queries, status/phase/geographic filters, pagination, sorting, and field selection. Use the fields parameter to reduce payload size — full study records are ~70KB each.",
          "embedding": [-0.046829, 0.093703, 0.073039, 0.015924, 0.113917, 0.063065, -0.018474, 0.025718, 0.033146, -0.053685, -0.031609, -0.006792, 0.04121, -0.052708, 0.059635, -0.03539, 0.082207, -0.048815, -0.041134, -0.067841, -0.025622, 0.077556, 0.053304, 0.018374, 0.017277, -0.006585, -0.020136, -0.010433, -0.050489, 0.008357, -0.105937, 0.010185, -0.046999, 0.009077, -0.041094, 0.06782, -0.068198, 0.080757, -0.019799, -0.066397, -0.096017, -0.117334, -0.090805, 0.052112, -0.011048, 0.02301, -0.231187, 0.056816, -0.019514, 0.049687, -0.06382, 0.078433, 0.027787, 0.030111, 0.109226, -0.036189, 0.094416, -0.015963, 0.028022, -0.014152, 0.00383, -0.026422, 0.106493, -0.05045, 0.028623, -0.051457, -0.022223, 0.063769, -0.047346, 0.005329, 0.094442, 0.019728, 0.053386, 0.031041, 0.025585, -0.106101, -0.053301, -0.027921, 0.037483, 0.037425, 0.064013, 0.035054, -0.008309, -0.039045, -0.027699, 0.012763, 0.009785, -0.010018, -0.066577, 0.136754, -0.037055, -0.023785, 0.010869, -0.027919, 0.018542, -0.020334, 0.010311, -0.009572, -0.056833, -0.005389, 0.000647, 0.035711, 0.026212, 0.021073, -0.084952, 0.097105, -0.072152, -0.089351, -0.037474, 0.011089, 0.031655, 0.070535, -0.104603, 0.017332, -0.129695, 0.119015, 0.030122, 0.085117, -0.027023, -0.003219, 0.021049, 0.087702, -0.008834, -0.030575, 0.011911, -0.011057, 0.063824, -0.077768, 0.046982, -0.016177, -0.034317, -0.040718, -0.019669, 0.097044, -0.004578, 0.02638, -0.001032, -0.022434, 0.054214, 0.014755, 0.029256, -0.0205, -0.065634, -0.046118, 0.09418, -0.038667, -0.116914, 0.003917, -0.025995, -0.000745, -0.055129, 0.097263, 0.140617, -0.045793, -0.048148, -0.037019, -0.024765, 0.02624, -0.020513, 0.00878, -0.020555, 0.104002, -0.022268, -0.030709, 0.101119, 0.065537, 0.039054, 0.076515, 0.007957, -0.020517, -0.020506, -0.103566, 0.109742, 0.03438, 0.025248, 0.057817, 0.122822, 0.081918, 0.010564, -0.017736, 0.001321, -0.021354, 0.004297, -0.091509, -0.018408, -0.172204, 0.092429, 0.063145, 0.109982, -0.05489, -0.029646, -0.104475, 0.118436, 0.03471, 0.066921, -0.000743, 0.050486, 0.115865, -0.053883, -0.003454, 0.065203, 0.062099, 0.070292, -0.041227, -0.140575, 0.012813, 0.015718, -0.108215, -0.01529, -0.039633, 0.076623, -0.085603, 0.002601, -0.079376, -0.040266, -0.005558, -0.049756, -0.002552, 0.048804, -0.130182, 0.180713, 0.075698, 0.011315, 0.096295, -0.051674, 0.107232, 0.050725, 0.024826, 0.074021, -0.107887, 0.002788, 0.106684, 0.038156, 0.123405, 0.004637, -0.029611, -0.035047, -0.046272, 0.037161, 0.114096, 0.069864, 0.039948, -0.044222, -0.025149, -0.010028, -0.086195, 0.07532, -0.000478, -0.070835, -0.007533, -0.032844, 0.052344, -0.027909, -0.060878, 0.033295, 0.025692]
        },
        {
          "name": "clinicaltrials_get_study_record",
          "description": "Fetch a single clinical trial study by NCT ID from ClinicalTrials.gov. Returns the full study record including protocol details, eligibility criteria, outcomes, arms, interventions, contacts, and locations. Optional locationLimit / outcomeLimit / nearLocation parameters trim locations and outcomes — original totals are preserved in `filtersApplied` whenever a cap is applied.",
          "embedding": [-0.017318, 0.064763, 0.062983, 0.016236, 0.127529, 0.004706, -0.014306, -0.002986, -0.018774, -0.045189, -0.025954, 0.045204, 0.0643, -0.073293, 0.028628, -0.01663, 0.096668, -0.105494, -0.030944, -0.067967, -0.009014, 0.042998, 0.01038, -0.028074, 0.023877, -0.023269, -0.046332, -0.03372, -0.082554, 0.050916, -0.092524, 0.045212, -0.04708, 0.022098, -0.040928, 0.059719, -0.091501, 0.067267, -0.037004, -0.093, -0.089137, -0.134761, -0.04477, 0.083944, -0.009338, 0.020407, -0.223594, 0.052878, -0.026307, 0.068614, -0.016149, 0.0652, -0.013399, 0.028226, 0.096517, -0.060101, 0.103058, -0.02334, 0.017192, -0.007537, -0.036284, -0.023949, 0.15672, -0.012783, -0.018682, -0.081497, 0.024031, 0.035518, -0.056843, 0.0184, 0.080607, 0.00845, 0.053037, 0.090222, 0.052172, -0.079364, -0.036036, 0.00502, 0.069829, -0.025415, 0.038603, -0.025061, -0.013619, -0.039885, 0.020341, 0.027287, 0.01114, 0.011214, -0.089156, 0.079697, -0.016137, 0.06951, -0.014905, -0.01776, -0.014087, -0.060769, 0.056261, 0.001868, -0.040524, -0.030497, -0.000289, -0.009076, -0.019771, 0.039342, -0.179913, 0.088181, -0.079967, -0.067419, -0.065384, -0.008275, -0.016151, 0.053122, -0.052221, 0.067855, -0.163524, 0.118313, 0.020826, 0.10765, -0.022567, -0.044453, -0.031474, 0.02452, -0.041856, -0.018479, 0.051722, 0.054369, -0.003948, -0.082697, 0.049748, -0.037083, -0.023676, -0.05457, 0.011054, 0.132713, 0.015089, 0.001276, 0.010921, -0.029465, 0.077683, -0.0002, -0.009957, -0.009705, -0.067411, -0.02698, 0.060239, -0.005968, -0.09581, -0.019994, -0.03735, 0.02663, -0.033223, 0.109863, 0.131756, -0.04763, -0.069915, -0.03496, 0.024229, 0.089565, -0.050976, -0.015895, -0.021516, 0.117468, -0.033982, -0.028849, 0.072731, 0.043315, 0.000523, 0.084596, 0.012118, -0.0719, -0.009289, -0.120404, 0.048679, 0.05415, 0.040996, 0.015073, 0.097652, 0.03735, -0.000529, 0.005734, 0.048554, 0.001875, 0.02196, -0.035709, -0.003932, -0.104378, 0.089384, 0.064056, 0.086496, -0.018349, 0.020007, -0.089903, 0.129165, -0.019052, 0.066304, 0.001718, 0.065052, 0.117582, -0.092777, -0.056355, 0.056886, -0.002923, 0.086353, -0.038243, -0.184324, -0.028664, 0.073058, -0.09087, 0.008657, -0.036974, 0.002488, -0.063031, 0.006691, -0.072763, -0.027752, -0.022856, -0.097462, 0.02559, 0.061826, -0.102375, 0.120384, -0.025833, 0.083383, 0.079715, -0.038735, 0.135589, -0.019078, 0.067068, 0.056765, -0.091913, -0.024627, 0.094381, -0.000544, 0.126677, 0.017554, -0.034713, 0.014474, -0.012481, -0.017458, 0.073376, 0.048748, 0.063855, -0.085771, 0.021916, 0.043513, -0.040528, 0.042267, -0.005701, -0.084672, 0.034841, -0.044895, 0.029538, -0.03362, -0.099134, -0.022473, 0.014563]
        },
        {
          "name": "clinicaltrials_get_study_count",
          "description": "Get total clinical trial study count from ClinicalTrials.gov matching a query, without fetching study data. Fast and lightweight. Use for quick statistics or to build breakdowns by calling multiple times with different filters (e.g., count by phase, count by status, count recruiting vs completed for a condition).",
          "embedding": [-0.008252, 0.068431, 0.112375, -0.027853, 0.108999, 0.022589, 0.034032, -0.024851, 0.027093, -0.018903, -0.032391, 0.03006, 0.049293, -0.009727, 0.054424, -0.030137, 0.095114, -0.06426, -0.006282, -0.080468, -0.006455, 0.052619, 0.051343, -0.061287, -0.042892, -0.033403, -0.035713, -0.019412, -0.084159, 0.046857, -0.107696, 0.078181, -0.037583, -0.021373, -0.024986, 0.103939, -0.079793, 0.09464, 0.034057, -0.074622, -0.100763, -0.137353, -0.03108, 0.005504, -0.053811, 0.047102, -0.252146, 0.01868, -0.012473, 0.064542, -0.04671, 0.100392, -0.010901, 0.048459, 0.085636, -0.052864, 0.102501, -0.044942, -0.021706, -0.026071, -0.0056, 0.027949, 0.132334, -0.015309, -0.025509, -0.034074, 0.036132, 0.075879, -0.061595, 0.019225, 0.090988, 0.013881, 0.046395, 0.098923, 0.071028, -0.081615, -0.027941, -0.018577, 0.087051, -0.008983, 0.009451, 0.010827, 0.013584, -0.028079, 0.013366, 0.050868, 0.019458, -0.002221, -0.063685, 0.125232, 0.006632, -0.002259, 0.01249, 0.014572, 0.023324, -0.029493, 0.007245, 0.053572, -0.077404, -0.038938, 0.015995, 0.005073, 0.027744, -0.01289, -0.098509, 0.042175, -0.047891, -0.08698, -0.12843, 0.03234, 0.025189, 0.062519, -0.068754, 0.046016, -0.079691, 0.13179, 0.022201, 0.1342, -0.012623, 0.027003, -0.008579, 0.026885, -0.006008, -0.00085, -0.026735, 0.018718, 0.048687, -0.055259, 0.080895, -0.046163, 0.015643, -0.031512, -0.057949, 0.069889, 0.015057, -0.019351, -0.040792, -0.017264, 0.041915, 0.088407, 0.006862, 0.045512, -0.088924, -0.029044, 0.077858, 0.000247, -0.121592, -0.045852, -0.0427, 0.031778, -0.070616, 0.088773, 0.042262, -0.06148, 0.000685, 0.012994, 0.051726, -0.048831, 0.011636, 0.087566, -0.028962, 0.07618, 0.001863, -0.058155, 0.088278, 0.07362, 0.035476, 0.055675, 0.01451, -0.020483, -0.020798, -0.135153, 0.089448, 0.035698, 0.079713, 0.039102, 0.090468, 0.017227, 0.031779, 0.006513, 0.029438, -0.03999, 0.030738, -0.071174, -0.083047, -0.174463, 0.127173, 0.03765, 0.136799, 0.004208, -0.022636, -0.077035, 0.059847, 0.004946, 0.092876, 0.001277, 0.002258, 0.074391, -0.060596, -0.035224, 0.038942, 0.03623, 0.072541, -0.01253, -0.158369, 0.027692, 0.020924, -0.087539, -0.063302, -0.025412, 0.036977, -0.039975, 0.015192, -0.050806, -0.021156, 0.036633, -0.081778, 0.02553, 0.082556, -0.105627, 0.183293, -0.039713, 0.032973, 0.107429, -0.081608, 0.094066, 0.069317, 0.045415, 0.055779, -0.073706, -0.017535, 0.080806, 0.051523, 0.094504, -0.014723, 0.003557, -0.025856, -0.045113, 0.014283, 0.054968, 0.092656, 0.05523, -0.051145, -0.047705, 0.034113, -0.075817, -0.004004, -0.073172, -0.032397, -0.04408, -0.024905, -0.020585, -0.052122, -0.086927, 0.00689, 0.015952]
        },
        {
          "name": "clinicaltrials_get_field_values",
          "description": "Discover valid values for ClinicalTrials.gov fields with study counts per value. Use to explore available filter options before building a search — e.g., valid OverallStatus, Phase, InterventionType, StudyType, or LeadSponsorClass values.",
          "embedding": [0.012883, 0.02766, 0.079495, 0.013835, 0.130848, 0.079871, 0.029669, -0.010638, 0.01372, -0.037071, -0.010428, 0.001679, 0.028751, 0.00612, 0.059197, -0.035649, 0.085848, -0.027085, -0.05816, -0.073084, -0.035235, 0.05199, 0.057119, -0.007044, 0.037204, -0.059674, -0.014509, -0.044126, -0.082698, 0.051965, -0.116477, 0.048357, -0.066576, -0.016507, -0.066686, 0.106478, -0.072242, 0.063173, 0.005568, -0.060041, -0.09172, -0.164227, -0.064709, 0.057173, -0.044678, 0.024869, -0.256154, 0.039045, -0.015425, 0.052853, -0.060798, 0.068366, 0.019787, 0.054235, 0.100778, -0.051273, 0.117786, -0.034793, 0.032888, -0.014757, -0.03439, -0.004696, 0.100324, -0.012405, 0.032849, -0.02555, -0.009638, 0.02092, -0.068631, 0.025604, 0.086917, 0.035267, 0.070196, 0.039061, 0.093897, -0.113367, -0.091567, 0.000184, 0.037926, 0.027025, 0.032734, -0.003866, 0.033267, -0.014918, -0.018324, 0.025458, 0.050923, -0.01765, -0.039749, 0.130797, -0.009341, 0.000352, 0.024055, 0.005158, 0.051226, -0.065969, 0.02017, -0.034631, -0.084113, -0.054687, 0.001462, 0.053158, 0.017366, 0.025905, -0.085161, 0.080253, -0.063018, -0.074401, -0.11388, 0.005917, -0.005853, 0.037616, -0.070714, 0.072253, -0.104681, 0.101332, 0.021133, 0.124087, 0.000217, 0.020344, 0.014301, 0.058546, -0.04851, 0.006271, 0.005193, 0.01863, 0.047201, -0.035864, 0.030798, -0.032737, -0.019268, -0.046569, -0.050525, 0.09303, 0.042278, -0.019744, -0.017226, -0.002918, 0.049391, 0.059675, 0.014746, 0.023524, -0.072047, -0.027184, 0.088044, -0.033536, -0.110068, -0.009536, -0.014594, 0.048912, -0.051052, 0.055306, 0.106866, -0.045558, -0.012514, -0.010316, 0.022378, -0.000021, -0.008749, 0.035585, -0.021826, 0.062543, -0.02157, -0.059539, 0.124395, 0.063911, 0.054849, 0.078449, -0.004718, -0.002913, 0.004215, -0.121766, 0.11566, 0.026318, 0.047932, -0.005939, 0.08766, 0.065827, 0.023765, -0.030748, -0.007582, -0.049984, 0.007868, -0.051232, -0.031796, -0.168432, 0.07962, 0.063501, 0.156512, 0.006489, -0.051556, -0.072982, 0.074839, -0.001109, 0.072417, -0.009266, 0.002129, 0.069243, -0.041739, -0.039627, 0.083124, 0.016902, 0.045537, -0.048579, -0.151391, 0.012357, 0.050939, -0.091227, -0.01323, -0.000484, 0.083227, -0.064559, 0.007906, -0.063381, -0.013663, 0.039924, -0.109674, 0.035301, 0.063038, -0.120256, 0.162463, -0.002399, 0.031547, 0.085271, -0.085005, 0.095535, 0.05654, 0.069754, 0.056898, -0.058247, -0.004958, 0.144709, 0.044569, 0.082322, -0.018907, -0.003913, 0.008067, -0.026723, 0.04084, 0.099697, 0.088193, 0.037426, -0.063903, -0.045557, 0.000093, -0.089746, 0.028072, -0.012253, -0.066534, -0.040207, -0.022144, 0.049487, -0.036044, -0.109906, 0.006156, 0.024093]
        },
        {
          "name": "clinicaltrials_get_field_definitions",
          "description": "Resolve valid field names from the ClinicalTrials.gov data model — the canonical PascalCase identifiers (OverallStatus, EnrollmentCount, LeadSponsorName) accepted by the `fields`, `advancedFilter`, and `sort` parameters of other tools, and as input to clinicaltrials_get_field_values. Select a mode: `\"search\"` — keyword search returning ranked matches (pass `query`, e.g. \"enrollment\", \"sponsor\", \"adverse events\"); `\"drill\"` — drill into a specific section by dot-notation path (pass `path`, e.g. \"protocolSection.designModule\"); `\"overview\"` — top-level summary of all sections (no additional args).",
          "embedding": [0.022498, 0.037751, 0.058882, 0.005367, 0.120499, 0.060552, -0.004756, -0.018768, -0.046104, -0.039174, -0.014611, -0.018436, -0.019368, -0.034761, 0.077001, -0.018901, 0.06672, -0.049868, -0.02918, -0.068355, 0.010379, 0.045142, 0.062989, 0.003882, -0.014974, -0.0707, -0.027436, -0.029312, -0.071105, 0.065022, -0.049842, -0.021067, -0.035802, -0.054919, -0.037673, 0.073774, -0.055462, 0.019259, 0.020731, -0.123362, -0.097598, -0.147959, -0.035056, 0.119156, -0.014286, 0.021545, -0.192223, 0.037586, -0.006222, 0.055149, -0.078444, 0.048094, 0.008562, 0.072119, 0.09286, -0.052274, 0.157407, -0.032236, 0.028643, -0.022184, -0.043477, 0.049345, 0.101447, -0.056934, 0.043819, -0.024656, -0.065562, 0.023618, -0.051012, 0.060906, 0.109908, 0.019505, 0.071664, 0.033646, 0.07759, -0.10977, -0.076159, 0.013474, 0.080401, 0.029752, -0.030641, -0.009682, 0.042069, 0.038245, -0.018489, 0.027506, 0.058702, -0.013055, -0.05637, 0.091018, -0.002421, -0.034636, -0.021635, 0.040752, 0.035225, -0.077701, 0.012958, -0.016204, -0.037046, -0.053038, -0.055549, 0.034806, 0.017466, 0.044656, -0.065339, 0.061951, -0.054198, -0.052784, -0.110481, 0.035559, -0.007854, 0.041875, -0.053555, 0.049836, -0.132073, 0.094625, -0.009956, 0.111479, -0.00479, 0.023918, 0.011172, 0.026877, -0.021505, 0.01168, 0.039154, 0.000932, 0.054095, -0.022402, 0.044703, -0.020356, -0.025874, -0.051545, -0.017011, 0.140684, 0.009805, 0.041381, -0.015116, -0.062752, 0.046924, 0.08786, 0.07169, -0.006672, -0.104613, -0.058307, 0.075095, -0.00317, -0.09698, 0.007613, -0.003255, 0.086974, -0.046516, 0.059292, 0.124297, -0.048694, 0.009552, 0.02798, 0.048433, -0.006732, -0.022676, 0.002882, -0.017688, 0.052598, -0.063232, -0.034915, 0.095878, 0.068062, 0.108278, 0.074825, 0.036373, 0.006177, 0.007301, -0.11091, 0.116174, -0.000534, 0.108667, 0.015326, 0.081359, 0.037446, 0.052346, 0.020095, -0.001482, 0.0189, -0.078039, -0.055827, -0.00265, -0.130487, 0.0961, 0.043253, 0.114958, 0.002618, -0.117026, -0.012006, 0.12015, -0.008142, 0.04653, -0.041132, 0.019699, 0.03755, 0.006572, -0.023771, 0.075603, 0.043805, 0.025775, -0.079394, -0.160985, 0.008553, 0.028819, -0.11593, -0.029235, 0.002544, 0.108993, -0.086906, -0.001706, -0.095686, -0.022862, 0.036913, -0.12418, 0.018711, 0.040415, -0.080135, 0.153239, -0.040845, 0.039874, 0.071557, -0.065403, 0.153087, 0.064261, 0.080598, 0.055096, -0.080114, -0.018506, 0.114891, 0.088613, 0.05843, -0.032115, -0.013446, -0.025504, 0.011343, 0.030083, 0.061685, 0.07224, 0.031956, -0.066919, -0.01206, 0.034752, -0.069315, 0.043665, -0.04901, -0.070625, -0.027986, -0.027024, 0.060484, -0.044846, -0.093777, 0.022125, 0.008179]
        },
        {
          "name": "clinicaltrials_get_study_results",
          "description": "Fetch clinical trial results data from ClinicalTrials.gov for completed studies — outcome measures with statistics, adverse events, participant flow, and baseline characteristics. Only available for studies where hasResults is true. Use clinicaltrials_search_studies first to find studies with results.",
          "embedding": [0.00133, 0.023837, 0.119619, 0.016214, 0.11454, 0.059002, 0.013618, -0.009876, 0.00638, -0.060719, 0.003504, 0.004998, 0.036168, -0.026603, 0.031987, -0.073395, 0.090552, -0.071311, -0.01373, -0.027657, -0.008982, 0.083802, 0.010782, -0.038703, 0.021185, 0.001068, -0.007879, 0.006352, -0.108253, 0.020946, -0.120403, 0.030909, -0.016541, -0.037226, -0.067231, 0.109744, -0.074675, 0.043386, 0.020621, -0.078215, -0.068999, -0.119278, -0.056945, 0.027702, -0.021895, 0.023469, -0.239232, -0.003321, 0.008879, 0.045287, -0.072242, 0.115997, 0.04805, 0.06637, 0.066825, -0.006527, 0.1094, -0.028305, 0.027861, -0.013521, -0.017525, 0.028713, 0.099578, -0.022356, -0.013983, -0.066994, 0.004231, 0.04745, -0.062581, 0.028224, 0.087699, 0.012656, 0.062039, 0.059367, 0.100263, -0.094568, -0.046076, -0.003456, 0.039886, -0.013223, 0.053146, -0.001095, 0.031763, -0.013966, 0.007173, 0.054624, 0.025337, -0.008632, -0.061521, 0.14601, -0.003137, 0.012495, -0.010539, -0.00138, 0.012559, -0.05684, 0.034736, 0.016318, -0.111783, -0.070812, -0.011307, 0.004005, 0.007318, 0.008659, -0.066769, 0.060388, -0.080069, -0.045694, -0.095483, 0.002103, -0.004987, 0.046568, -0.039386, 0.022692, -0.152064, 0.133052, 0.022851, 0.140679, -0.028942, -0.009404, 0.002909, 0.048172, -0.044045, -0.00701, 0.019861, 0.02293, 0.061988, -0.064441, 0.056039, -0.03734, 0.003318, -0.016599, -0.052058, 0.096803, 0.021361, 0.027733, -0.006363, -0.038822, 0.031905, 0.034875, -0.007752, 0.009397, -0.088905, -0.004516, 0.095711, -0.039213, -0.114669, -0.02542, -0.075517, 0.02698, -0.059542, 0.076719, 0.085782, -0.083936, -0.016293, -0.016267, 0.055664, -0.007952, -0.024394, 0.038004, -0.061232, 0.127393, -0.025067, -0.080752, 0.111339, 0.041802, 0.020957, 0.074072, 0.001791, -0.010231, -0.011738, -0.134026, 0.105667, 0.037644, 0.0982, 0.024492, 0.101359, 0.050532, 0.041925, -0.00726, 0.027286, 0.014591, -0.021237, -0.079618, -0.026185, -0.140647, 0.079723, 0.031297, 0.134497, 0.011358, -0.061113, -0.085816, 0.091104, -0.004384, 0.076123, -0.012436, 0.002745, 0.092184, -0.087955, -0.027191, 0.027394, -0.012948, 0.077466, -0.039523, -0.175553, 0.004098, 0.044948, -0.086174, -0.048572, -0.025398, 0.058526, -0.093226, 0.042967, -0.077958, -0.037187, 0.030509, -0.055026, 0.020407, 0.068033, -0.046765, 0.165855, -0.028906, 0.094203, 0.095801, -0.034177, 0.117892, 0.059745, 0.068003, 0.056095, -0.052863, -0.002135, 0.087588, 0.055497, 0.088708, 0.014942, -0.015708, -0.002019, 0.005409, 0.016647, 0.08624, 0.109893, 0.045494, -0.056023, -0.025359, 0.031154, -0.073241, 0.032959, -0.047607, -0.080543, 0.006381, -0.017666, 0.005973, -0.044029, -0.095625, 0.025698, 0.02184]
        },
        {
          "name": "clinicaltrials_find_eligible",
          "description": "Match patient demographics and conditions to eligible recruiting clinical trials. Provide age, sex, conditions, and location to find studies with matching eligibility criteria, contact information, and recruiting locations.",
          "embedding": [0.057624, 0.055087, 0.082923, 0.033118, 0.149809, 0.066193, -0.008817, 0.006414, 0.015033, -0.009452, -0.046441, 0.024079, 0.032766, -0.01301, 0.033161, -0.023702, 0.093691, -0.09063, -0.026231, -0.08812, -0.034422, 0.128791, 0.029627, 0.000409, 0.037982, -0.035473, -0.023835, -0.017759, -0.07825, 0.036871, -0.110981, 0.048547, -0.00674, -0.044193, -0.046957, 0.096482, -0.060286, 0.06883, 0.033797, -0.080651, -0.079097, -0.149419, -0.031023, 0.059721, -0.034299, -0.03224, -0.218864, 0.048604, -0.027028, 0.027134, -0.049758, 0.055754, 0.051163, 0.059654, 0.052182, -0.036637, 0.093409, -0.048093, 0.065311, -0.009232, 0.01391, 0.035852, 0.070427, -0.05435, -0.000413, -0.055513, -0.00678, -0.016615, -0.079818, 0.031594, 0.078052, -0.001525, 0.076507, 0.059754, 0.111709, -0.124817, -0.088321, -0.028953, 0.058333, 0.020581, 0.044869, 0.010546, 0.022294, -0.011108, 0.027008, 0.036836, 0.037353, 0.007786, -0.042304, 0.140454, 0.015682, 0.022445, -0.008656, -0.002867, 0.04743, -0.05617, 0.033996, -0.026383, -0.069781, -0.058439, -0.017043, 0.038379, 0.023923, 0.009328, -0.102879, 0.061929, -0.02903, -0.014505, -0.147745, 0.020778, 0.010669, 0.028526, -0.041443, 0.036551, -0.107067, 0.116948, 0.050386, 0.102301, -0.035864, 0.012054, 0.041231, 0.055104, -0.04081, 0.01231, -0.023435, 0.027893, 0.068182, -0.072569, 0.066128, -0.064473, 0.020488, -0.053944, -0.095754, 0.105076, 0.080831, 0.009689, -0.03352, -0.019107, 0.062346, 0.035257, 0.032723, 0.039182, -0.059335, -0.031837, 0.082198, -0.049513, -0.083263, 0.009961, -0.034145, 0.027739, -0.069427, 0.060735, 0.056087, -0.070655, -0.023959, 0.049352, 0.036964, 0.001899, 0.007727, -0.024191, -0.051909, 0.048482, -0.057803, -0.046483, 0.117568, 0.075395, 0.055202, 0.060297, -0.008765, -0.024352, 0.01616, -0.134036, 0.044815, 0.049725, 0.123428, 0.021511, 0.088094, 0.0543, -0.022659, -0.008231, -0.019398, 0.005522, -0.003636, -0.051863, -0.025227, -0.16024, 0.051862, 0.063819, 0.091327, -0.007172, -0.046354, -0.038462, 0.074539, 0.02111, 0.079615, -0.015962, -0.008402, 0.061695, -0.053111, -0.018522, 0.037524, -0.043949, 0.058208, -0.006436, -0.187621, -0.014357, 0.057905, -0.092848, -0.048001, 0.024536, 0.083541, -0.076124, -0.013295, -0.06299, 0.012541, 0.048219, -0.069623, -0.026461, 0.062889, -0.106627, 0.177423, -0.008088, 0.05297, 0.050894, 0.000856, 0.123374, 0.086342, 0.028539, 0.072403, -0.060653, 0.021219, 0.146532, 0.091156, 0.055707, -0.032673, -0.020238, -0.012281, -0.02542, 0.014322, 0.108461, 0.084228, 0.047961, -0.070433, -0.048625, -0.001218, -0.078129, 0.041871, -0.036116, -0.082455, 0.030474, -0.034396, 0.017231, -0.057042, -0.095916, 0.056811, 0.031033]
        }
      ],
      "embedding": [0.019703, 0.046827, 0.116556, 0.010314, 0.136077, 0.050299, -0.000907, 0.007573, 0.00539, -0.037353, 0.00193, 0.019349, 0.003041, -0.007025, 0.03982, -0.052678, 0.066646, -0.084782, -0.064468, -0.044585, -0.031189, 0.093015, 0.042261, 0.01612, 0.038126, -0.03361, -0.024126, -0.02547, -0.07832, 0.035447, -0.128505, 0.007691, -0.041834, -0.00888, -0.039892, 0.106253, -0.0657, 0.034337, 0.005775, -0.065532, -0.079772, -0.143291, -0.068673, 0.05933, -0.041496, 0.009152, -0.233588, 0.044298, -0.022214, 0.018581, -0.077363, 0.065913, 0.057239, 0.057282, 0.072418, -0.041654, 0.099311, -0.03994, 0.049154, -0.007713, -0.009634, -0.001998, 0.053597, -0.055941, 0.006522, -0.071402, -0.025051, 0.047972, -0.07285, 0.028188, 0.069261, 0.008289, 0.059811, 0.054017, 0.115128, -0.139201, -0.080068, 0.009572, 0.052583, 0.02528, 0.055039, -0.001155, 0.025431, -0.01688, -0.008888, 0.049675, 0.061584, 0.000457, -0.06101, 0.110742, 0.002142, 0.012892, 0.001647, -0.020363, 0.056262, -0.046385, 0.012075, -0.037214, -0.078672, -0.039175, -0.013758, 0.022573, 0.016167, 0.03486, -0.099299, 0.088095, -0.030576, -0.024782, -0.144016, 0.011657, 0.010804, 0.043234, -0.061862, 0.055019, -0.145888, 0.127655, 0.026026, 0.10033, -0.033434, 0.001469, 0.037875, 0.048889, -0.041625, 0.000361, 0.008773, -0.00202, 0.071943, -0.087608, 0.031655, -0.039792, 0.027824, -0.042888, -0.053761, 0.111007, 0.055899, 0.035971, -0.01723, -0.024687, 0.04653, 0.055005, 0.034354, 0.007821, -0.055127, 0.012695, 0.086166, -0.010073, -0.116465, -0.01284, -0.055845, 0.006741, -0.061721, 0.056316, 0.089055, -0.019257, -0.016902, 0.013326, 0.062568, -0.001369, 0.002631, -0.001399, -0.050286, 0.087234, -0.053249, -0.049364, 0.109037, 0.076772, 0.026429, 0.100706, 0.020278, -0.030142, -0.008225, -0.141213, 0.104251, 0.036866, 0.116307, -0.002968, 0.107629, 0.07689, 0.018194, -0.032235, 0.002765, 0.014542, -0.021006, -0.062871, -0.0369, -0.126854, 0.071358, 0.045002, 0.087068, -0.005919, -0.049444, -0.047648, 0.09912, 0.005959, 0.076453, 0.001754, -0.022919, 0.078965, -0.07198, -0.012356, 0.06977, 0.002293, 0.063024, -0.05106, -0.172851, -0.030998, 0.063204, -0.079115, -0.046509, 0.007068, 0.077099, -0.076074, -0.021997, -0.074059, 0.000091, 0.04187, -0.07627, -0.008939, 0.066795, -0.112789, 0.188477, -0.005507, 0.066972, 0.075365, -0.036675, 0.135247, 0.066905, 0.025233, 0.077261, -0.078733, -0.037471, 0.090569, 0.041127, 0.087356, -0.000679, 0.006124, 0.000739, -0.012638, 0.018075, 0.048196, 0.086437, 0.038633, -0.07519, -0.046471, 0.023763, -0.095311, 0.010875, -0.005109, -0.077448, -0.006949, -0.057246, 0.039332, -0.004981, -0.079202, 0.055877, 0.024452]
    },
    {
      "name": "congressgov-mcp-server",
      "displayName": "Congress.gov",
      "description": "Access U.S. congressional data - bills, votes, members, committees - through MCP. STDIO & Streamable HTTP.",
      "category": "government",
      "endpoint": "https://congressgov.caseyjhand.com/mcp",
      "npm": "@cyanheads/congressgov-mcp-server",
      "github": "https://github.com/cyanheads/congressgov-mcp-server",
      "version": "0.3.23",
      "auth": "none",
      "keywords": [
        "congress",
        "legislation",
        "laws",
        "bills",
        "federal government",
        "lawmaking",
        "politics",
        "senators",
        "representatives",
        "house of representatives",
        "senate",
        "voting records",
        "policy",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "congress-gov",
        "legislative-data",
        "typescript",
        "us-government",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "congressgov_bill_lookup",
          "description": "Browse and retrieve U.S. legislative bill data from Congress.gov. Discover bills by filtering on congress, bill type, and date range — there is no keyword search. Use 'list' to browse (requires congress, defaults to most-recently-updated first), 'get' for full bill detail (sponsor, policy area, CBO estimates, law info), or drill into a specific bill with 'actions', 'amendments', 'cosponsors', 'committees', 'subjects', 'summaries', 'text', 'titles', or 'related' (each requires congress + billType + billNumber).",
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        },
        {
          "name": "congressgov_enacted_laws",
          "description": "Browse enacted public and private laws from Congress.gov by congress and law type ('pub' for public laws, 'priv' for private). 'list' filters by enactment status and law type — the discovery path 'bill_lookup' does not offer. 'get' returns the origin bill record (sponsor, actions, summaries, text), with the public/private law citation on the bill's 'laws' array (e.g. {\"number\":\"118-2\",\"type\":\"Public Law\"}).",
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        },
        {
          "name": "congressgov_member_lookup",
          "description": "Discover congressional members and their legislative activity. No name search. For 'list', filter by stateCode (optionally with district), by congress, or by both together (e.g., 118th Congress + CA, or CA district 12 in the 118th). Add currentMember=true to restrict to currently serving members. Once you have a bioguideId, use 'get' for full profile or 'sponsored'/'cosponsored' for their legislative portfolio.",
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        },
        {
          "name": "congressgov_committee_lookup",
          "description": "Browse congressional committees and their legislation, reports, and nominations. Committee codes follow the pattern chamber-prefix (h/s/j) + abbreviation + number — use 'list' to discover codes, then 'get' or drill into 'bills', 'reports', or 'nominations' ('nominations' is Senate-only). 'get' and sub-resources only need committeeCode (chamber is inferred from the prefix); pass chamber explicitly to override. The 'bills' sub-resource defaults to 'recent' order (newest update-date first); pass order='oldest' for ascending update-date order. Upstream omits bill titles from the 'bills' sub-resource — rows carry only {congress, billType, billNumber, actionDate, relationshipType, url}; chain 'congressgov_bill_lookup get' per row to retrieve titles and policy area.",
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        },
        {
          "name": "congressgov_roll_votes",
          "description": "Retrieve House roll call vote data and individual member voting positions — House-only, as Senate vote data is not yet in the Congress.gov API. Use 'list' to find votes by congress and session (defaults to most-recently-updated first), 'get' for vote details (question, result, associated bill), or 'members' for how each representative voted.",
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        },
        {
          "name": "congressgov_senate_nominations",
          "description": "Browse presidential nominations to federal positions and track the Senate confirmation process. Use 'list' to browse, 'get' for nomination detail, 'actions'/'committees'/'hearings' for confirmation pipeline data, or 'nominees' to retrieve individual appointees in a multi-nominee batch. Nominations use 'PN' (Presidential Nomination) numbering. Most nominations carry confirmation activity on the parent (e.g., PN1000); multi-part parents (e.g., PN851) carry no activity of their own — their actions, committees, hearings, and nominees live on partitioned children (PN851-1, PN851-2, …). 'get' on a parent that has no `nominees` array signals the partitioned form is needed for everything below it.",
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        },
        {
          "name": "congressgov_bill_summaries",
          "description": "Browse recent CRS (Congressional Research Service) bill summaries — plain-language summaries of bills at each legislative stage, useful for answering \"what's happening in Congress?\". The fromDateTime/toDateTime filters apply to the summary's update time, not the bill's action date, so results include recently rewritten summaries of older bills. Defaults to summaries updated in the last 7 days. Each item shows both the bill's action date and the summary update date. For summaries of one specific bill, use congressgov_bill_lookup with operation='summaries' instead.",
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        },
        {
          "name": "congressgov_crs_reports",
          "description": "Browse and retrieve CRS (Congressional Research Service) reports — nonpartisan policy analyses by subject-matter experts at the Library of Congress, covering policy areas, legislative proposals, and legal questions. Report IDs use letter-number codes (e.g., R40097, RL33612, IF12345). Use 'list' to browse available reports or 'get' for full detail (authors, topics, summary, download formats).",
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        },
        {
          "name": "congressgov_committee_reports",
          "description": "Browse and retrieve committee reports from Congress.gov — reports accompany legislation reported out of committee and explain the bill's purpose, committee amendments, dissenting views, and the committee vote. Report types are 'hrpt' (House), 'srpt' (Senate), and 'erpt' (Executive).",
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        },
        {
          "name": "congressgov_daily_record",
          "description": "Browse the daily Congressional Record — floor speeches, debates, and legislative text published each day Congress is in session. Navigation is hierarchical: volumes (via 'list') → issues (via 'issues') → articles (via 'articles'). Use 'list' to find recent volumes, 'issues' to see what's in a volume, and 'articles' to access individual speeches and debate sections.",
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        }
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    },
    {
      "name": "courtlistener-mcp-server",
      "displayName": "CourtListener",
      "description": "Search and retrieve US court opinions, federal dockets, judge records, citation networks, and oral arguments from CourtListener's 9M+ opinion corpus via MCP. STDIO or Streamable HTTP.",
      "category": "government",
      "endpoint": "https://courtlistener.caseyjhand.com/mcp",
      "npm": "@cyanheads/courtlistener-mcp-server",
      "github": "https://github.com/cyanheads/courtlistener-mcp-server",
      "version": "0.1.5",
      "auth": "none",
      "keywords": [
        "law",
        "legal",
        "courts",
        "court cases",
        "court opinions",
        "judges",
        "lawsuits",
        "litigation",
        "case law",
        "judiciary",
        "legal research",
        "rulings",
        "dockets",
        "jurisprudence",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "court-opinions",
        "legal-research",
        "case-law",
        "courtlistener",
        "federal-courts",
        "pacer",
        "recap",
        "citation-network"
      ],
      "tools": [
        {
          "name": "courtlistener_search_opinions",
          "description": "Full-text search across 9M+ written US court opinions with field-level filtering. Returns opinion cluster summaries with case metadata, citations, and matched text snippets. Supports CourtListener field syntax (caseName:\"roe v wade\", court_id:scotus, judge:\"Alito\") and boolean operators (AND, OR, NOT). Use courtlistener_lookup_courts to find court IDs. Rate limit: 5 req/min, 50/hr, 125/day on the free tier.",
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        },
        {
          "name": "courtlistener_get_opinion",
          "description": "Fetch the full text and metadata for a single opinion cluster by cluster ID. A cluster groups all opinions filed in a case — majority, concurrence, dissent, and per curiam. Returns all opinion variants with HTML and plain text. Obtain cluster IDs from courtlistener_search_opinions, courtlistener_lookup_citation, or docket results.",
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        },
        {
          "name": "courtlistener_get_citations",
          "description": "Retrieve the citation network for an opinion cluster. Supports two directions: \"cited_by\" (opinions that cite this one — measures precedential influence) and \"citing\" (opinions this one cites — reveals the authority chain relied on). This is the primary tool for tracing legal precedent chains. Note: the free tier (125 req/day) supports shallow traversal — following 1–2 hops of a single case is practical; deep multi-hop analysis burns through the daily budget quickly.",
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        },
        {
          "name": "courtlistener_lookup_citation",
          "description": "Resolve a formatted legal citation string (e.g., \"410 U.S. 113\", \"93 S. Ct. 705\") to a cluster ID and case metadata. Enables workflows that start from a known citation rather than a search query. Supports standard US reporter formats. Requires authentication — uses the CourtListener /citation-lookup/ endpoint.",
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        },
        {
          "name": "courtlistener_search_dockets",
          "description": "Search RECAP federal court dockets with party name, attorney, court, and date filters. RECAP is a crowd-sourced mirror of PACER (the federal court filing system) — coverage varies by court and date. Returns docket metadata with up to 3 sample document entries per docket. Use courtlistener_lookup_courts to find court IDs.",
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        },
        {
          "name": "courtlistener_get_docket",
          "description": "Fetch full docket metadata and entry list for a single federal case by docket ID. Returns all available docket entries with document availability status. Documents with is_available=true have a RECAP-stored copy; others require a PACER account. Obtain docket IDs from courtlistener_search_dockets or from opinion results.",
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        },
        {
          "name": "courtlistener_search_judges",
          "description": "Search judge/person records by name, appointing president, court, political affiliation, or demographic. Returns biographical data, current position, and appointment summary. Use courtlistener_get_judge for full appointment history and education records.",
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        },
        {
          "name": "courtlistener_get_judge",
          "description": "Fetch full biographical profile for a single judge: appointment history across all courts, education, political affiliations, and ABA ratings. Obtain person IDs from courtlistener_search_judges results.",
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        },
        {
          "name": "courtlistener_lookup_courts",
          "description": "List courts with optional filtering by jurisdiction type and scraper status. Primarily used to discover court IDs for use in search and filter parameters across all other courtlistener tools. Returns court IDs, full names, citation strings, and scraper status.",
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        },
        {
          "name": "courtlistener_search_oral_arguments",
          "description": "Search appellate oral argument audio recordings — the largest public collection of oral argument audio. Returns recording metadata with download URLs, panel judge IDs, and transcript snippets where available. Download URLs are direct MP3 links. Panel judge IDs can be passed to courtlistener_get_judge for biographical context.",
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        }
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    },
    {
      "name": "crossref-mcp-server",
      "displayName": "Crossref",
      "description": "Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://crossref.caseyjhand.com/mcp",
      "npm": "@cyanheads/crossref-mcp-server",
      "github": "https://github.com/cyanheads/crossref-mcp-server",
      "version": "0.1.10",
      "auth": "none",
      "keywords": [
        "research",
        "academic",
        "DOI",
        "citations",
        "scholarly",
        "journals",
        "publications",
        "academic metadata",
        "scientific articles",
        "references",
        "crossref",
        "doi",
        "metadata",
        "open-access",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent"
      ],
      "tools": [
        {
          "name": "crossref_get_work",
          "description": "Resolves a DOI to its full Crossref metadata record: title, authors, affiliations, abstract (when deposited), journal or container, publication date, type, license, full-text links, funder acknowledgements, and outgoing reference list. The is_referenced_by_count field reports the total incoming citation count from Crossref; the citing works themselves are not available through Crossref — use OpenAlex for citation graphs.",
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        },
        {
          "name": "crossref_get_references",
          "description": "Returns the outgoing reference list for a DOI — the works cited by this paper. Each reference includes the raw citation string and, where Crossref has resolved it, a DOI you can look up with crossref_get_work. Reference list coverage varies by publisher; many older works and non-participating publishers have no indexed references. Incoming citations — the works that cite this paper — are not available through Crossref; use OpenAlex for that.",
          "embedding": [0.046996, 0.087482, 0.025229, 0.017308, 0.073677, -0.02382, -0.073313, 0.050162, 0.013668, 0.045086, -0.072235, 0.027212, -0.0199, 0.049692, 0.069531, 0.074701, -0.012132, -0.016123, 0.052755, 0.022657, 0.038342, 0.048773, -0.021029, -0.087861, -0.019478, 0.018302, -0.009047, -0.044857, -0.099327, -0.04008, -0.110634, 0.028336, 0.05756, -0.049484, -0.1049, 0.039354, -0.018036, -0.030011, -0.007173, -0.083495, -0.05301, -0.036844, -0.091919, 0.072374, 0.023042, -0.058227, -0.183343, 0.00094, 0.032845, 0.104047, -0.068343, 0.014508, -0.020564, 0.032638, -0.022961, 0.14935, 0.039525, 0.024749, 0.00736, -0.010446, -0.060336, 0.04513, 0.043308, 0.055526, 0.090885, -0.006963, -0.011099, -0.024406, -0.004147, 0.111901, 0.051483, 0.019228, -0.044082, 0.013822, 0.03164, -0.125599, -0.017817, 0.072663, 0.037232, -0.021349, -0.030638, 0.077928, 0.011635, -0.014151, 0.036078, 0.033805, -0.046045, -0.079444, -0.097371, -0.051574, 0.010481, -0.050747, 0.012629, -0.035251, 0.10017, -0.073273, 0.07762, 0.100547, -0.049712, -0.051228, 0.012764, 0.024311, 0.060283, -0.021726, -0.087884, -0.044155, -0.030984, -0.128429, -0.048094, -0.057661, 0.03356, 0.04962, -0.134073, -0.011868, -0.010195, 0.106366, 0.050713, 0.07001, -0.036944, 0.101623, -0.004804, 0.080315, -0.013996, -0.013188, 0.080005, 0.103001, 0.090772, -0.04042, -0.057659, -0.011259, 0.016133, 0.047039, -0.043077, 0.004696, 0.0357, -0.035952, -0.009321, 0.040724, -0.030032, 0.02521, -0.026497, -0.080754, -0.103938, -0.025693, 0.116591, 0.063325, -0.146245, -0.039884, -0.034655, 0.128162, 0.024519, 0.077248, 0.037001, -0.019844, -0.06836, -0.011827, 0.203261, 0.05617, -0.137212, -0.044736, -0.03609, 0.043813, -0.03376, 0.035977, 0.047586, 0.042757, -0.021209, 0.036269, 0.026901, 0.007484, -0.027398, -0.092147, 0.041286, 0.00744, 0.110839, 0.057338, 0.057142, -0.04696, 0.024343, -0.023004, -0.030419, 0.001039, -0.019566, -0.008445, 0.007317, 0.004789, 0.033967, 0.037159, 0.060499, -0.039658, -0.03328, -0.100184, 0.043373, -0.033977, 0.103954, -0.05265, -0.016859, 0.106911, -0.029653, 0.06211, 0.060418, -0.057869, 0.027888, -0.013056, -0.048022, -0.040688, 0.077248, -0.059248, 0.011927, -0.048718, -0.015354, -0.106511, 0.024255, -0.11205, -0.121203, -0.026628, 0.076245, -0.017977, 0.041993, -0.035826, 0.20086, -0.035486, 0.0709, 0.058641, -0.050974, 0.100747, 0.039487, 0.097366, 0.061451, -0.046018, -0.047914, -0.007293, -0.036557, 0.037041, -0.019256, 0.055504, -0.04248, -0.030121, 0.076614, 0.007462, 0.039814, 0.086595, 0.017349, 0.028239, 0.068025, -0.137126, 0.007793, -0.069534, -0.081507, 0.086481, -0.00764, -0.034639, 0.056744, -0.152803, -0.049839, 0.090505]
        },
        {
          "name": "crossref_search_works",
          "description": "Searches the Crossref works index (~155M records) by free text and/or structured filters. Use the filter parameter for structured filtering (object with hyphen-separated Crossref keys). Sort options: relevance, score, is-referenced-by-count, published, deposited, indexed. Offset-based paging is capped at ~10K results; use cursor=\"*\" to start cursor-based deep paging, then pass the nextCursor value from each response to continue. Cursor and offset cannot be combined. Large result sets may spill to a DataCanvas table when available.",
          "embedding": [-0.036501, 0.098198, 0.06057, 0.056, 0.031283, 0.010818, -0.042425, 0.03242, -0.038226, 0.022041, -0.117178, 0.019271, 0.005798, 0.008121, 0.100866, 0.079147, 0.042487, -0.012705, 0.037155, -0.029363, 0.04853, 0.044422, 0.057076, -0.073088, -0.039873, 0.060527, -0.091383, -0.044898, -0.049966, 0.002206, -0.078985, 0.038783, 0.02005, 0.01792, -0.117083, 0.011217, 0.031962, 0.031796, -0.009713, -0.073249, -0.073208, -0.102189, -0.091139, 0.08866, 0.037286, 0.000467, -0.173609, -0.023346, 0.007543, 0.10059, -0.010038, 0.059134, 0.03382, 0.035124, 0.025907, 0.094049, 0.029276, 0.015293, 0.021865, 0.078149, -0.052028, 0.000147, 0.010436, 0.02641, 0.084496, 0.026049, -0.02204, -0.001158, -0.069582, 0.099361, 0.105519, 0.055508, -0.018971, 0.037324, -0.059449, -0.153863, -0.070758, 0.022887, 0.015834, 0.046829, -0.028277, 0.120912, 0.012194, 0.018588, 0.039667, 0.006321, -0.034389, -0.056187, -0.112323, -0.021918, 0.009135, -0.065345, 0.031598, -0.021917, 0.059129, -0.050386, 0.083464, 0.028239, -0.050481, -0.010114, 0.034592, 0.02768, 0.048962, -0.001952, -0.057567, 0.001821, -0.027472, -0.141547, -0.008332, -0.037633, 0.004669, 0.052515, -0.19739, 0.045816, -0.053473, 0.086852, 0.038689, 0.047635, -0.030406, 0.050237, 0.022772, 0.114037, -0.030375, 0.054613, -0.002379, -0.014698, 0.075991, -0.010392, -0.016562, -0.049687, 0.060713, 0.01885, -0.076642, 0.057004, -0.061803, -0.014855, 0.039392, 0.022411, -0.036569, 0.009956, 0.045687, -0.108658, -0.013721, -0.105979, 0.080836, 0.016701, -0.14507, -0.002713, -0.061881, 0.084566, 0.001959, 0.110928, 0.069241, -0.069076, -0.00897, -0.02059, 0.098191, 0.01054, -0.140603, -0.025633, 0.018042, 0.090194, -0.009774, 0.023379, 0.021381, 0.008784, 0.017058, 0.085063, -0.054617, 0.034504, -0.069154, -0.06329, 0.06962, -0.031539, 0.066626, 0.104633, 0.100809, -0.050503, 0.024365, -0.036839, -0.05251, -0.014972, -0.057589, 0.005967, -0.061223, -0.07745, 0.104541, 0.031509, 0.005852, -0.00196, -0.05344, -0.152224, 0.087645, -0.004766, 0.027815, -0.051536, -0.003765, 0.079973, 0.06255, 0.041254, 0.064446, -0.051519, 0.107118, -0.038672, -0.051324, -0.064062, 0.022011, -0.055124, -0.010593, -0.048773, -0.047329, -0.117686, 0.008232, -0.141469, -0.083249, -0.046012, 0.097242, -0.051296, 0.041118, -0.018229, 0.160015, 0.029144, 0.011639, 0.081571, -0.077411, 0.056673, 0.088817, 0.03122, 0.058917, -0.02362, -0.015628, 0.067305, 0.006754, 0.097513, 0.017411, 0.030223, 0.002368, -0.098992, 0.141324, 0.039924, 0.026905, 0.026063, -0.026907, 0.010182, 0.043234, -0.119263, 0.013343, -0.03918, -0.035288, 0.005247, -0.046454, 0.001717, -0.040526, -0.145454, 0.020529, 0.095729]
        },
        {
          "name": "crossref_search_journals",
          "description": "Finds Crossref journal records by ISSN or title query. Provide issn for an exact single-journal lookup, or query for title-based search returning up to rows results. Set include_works to true to fetch the journal's most recent registered works in a second call (sequential — requires a resolved ISSN from step 1). Returns journal metadata: title, publisher, ISSN-L, subject areas, and total DOI count.",
          "embedding": [-0.032695, 0.058106, 0.066695, -0.000842, 0.01092, 0.035377, 0.029852, -0.001903, -0.05737, 0.028416, -0.079746, 0.008568, -0.000248, 0.02959, 0.117295, 0.079771, 0.048202, 0.031724, 0.093349, -0.021204, 0.020941, 0.069116, 0.032774, -0.107793, -0.029598, -0.021081, -0.047625, -0.031986, -0.124005, 0.020742, -0.087416, 0.007911, 0.059491, 0.054208, -0.076619, 0.047765, -0.000871, 0.034053, -0.017488, -0.048529, -0.062236, -0.092299, -0.076903, 0.06717, -0.00611, -0.009312, -0.170545, 0.047784, 0.019773, 0.116518, -0.028715, 0.048668, 0.004817, 0.025378, -0.034171, 0.112128, 0.083159, -0.010526, -0.014461, 0.020146, -0.012847, 0.057554, 0.044934, 0.066924, 0.027889, 0.032505, 0.002029, -0.043744, -0.037726, 0.130489, 0.120253, 0.098255, -0.033374, 0.041555, 0.022492, -0.089163, -0.036406, 0.01934, 0.052549, 0.043093, -0.037745, 0.044455, 0.044021, -0.019759, 0.063984, 0.03088, -0.056737, -0.107079, -0.107319, -0.010179, 0.001891, -0.108693, 0.004886, 0.012713, 0.100532, -0.068629, 0.077661, 0.064214, -0.022593, -0.016678, 0.036293, 0.066754, 0.060404, -0.046054, -0.078925, -0.040994, -0.043722, -0.13648, -0.036093, -0.031205, 0.016615, 0.02673, -0.136354, 0.036056, -0.010135, 0.135063, 0.039151, 0.021452, -0.022956, 0.078032, -0.031979, 0.090831, -0.036547, 0.029604, 0.010472, 0.03414, 0.053169, -0.030093, -0.018476, -0.025607, 0.054063, 0.029034, -0.044631, 0.052331, 0.033326, -0.006328, 0.026603, -0.010654, -0.013083, 0.016508, -0.038629, -0.085306, -0.08116, -0.031367, 0.099063, 0.057132, -0.089118, -0.042641, -0.07103, 0.076208, -0.037691, 0.064872, 0.067121, -0.064084, -0.052343, 0.009074, 0.160845, 0.082427, -0.130397, -0.054651, 0.018751, 0.08714, -0.061958, -0.00145, 0.101016, -0.015069, 0.002973, 0.108489, 0.033031, -0.054415, -0.036869, -0.055991, 0.066362, 0.012183, 0.075152, 0.052387, 0.076804, -0.010347, -0.056108, 0.024468, -0.006964, 0.016995, -0.05351, 0.02211, -0.071747, -0.036087, 0.046301, 0.072217, 0.03813, -0.001849, 0.01871, -0.117954, 0.089978, -0.037968, 0.102148, -0.049555, -0.042155, 0.13377, -0.001824, 0.035726, 0.085799, -0.038079, 0.061601, -0.023571, -0.001889, -0.052913, 0.039877, -0.096266, 0.020482, -0.06542, -0.025436, -0.090562, 0.015654, -0.154358, -0.096581, 0.004961, 0.059819, -0.024854, 0.026404, -0.029473, 0.168148, -0.031055, 0.082275, 0.098644, -0.010994, 0.118198, 0.108391, 0.114614, 0.031399, -0.08438, -0.051712, 0.00805, 0.027715, 0.074346, 0.015139, 0.052493, -0.000797, -0.054063, 0.076323, 0.013178, -0.016655, 0.070213, -0.022858, 0.02833, 0.075784, -0.122308, -0.002849, -0.037934, -0.062265, 0.064771, -0.028735, -0.03678, 0.019127, -0.146129, -0.003566, 0.063137]
        },
        {
          "name": "crossref_search_funders",
          "description": "Finds funders registered in the Crossref Funder Registry by name or funder DOI. Provide funder_doi for an exact single-funder lookup (accepts the full DOI like \"10.13039/100000001\" or just the registry ID), or query for name-based search. Set include_works to true to fetch a paginated list of works funded by the first matched funder (adds a second upstream call). Returns funder name, DOI, country, and alternate names.",
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        }
      ],
      "embedding": [0.002603, 0.117082, 0.073306, 0.033547, 0.072597, -0.03358, 0.002388, 0.03636, 0.017991, 0.016327, -0.063465, 0.037231, -0.012141, 0.030741, 0.082217, 0.047181, 0.035539, -0.037863, 0.0012, -0.032429, 0.019571, 0.035709, -0.005955, -0.073747, -0.094076, 0.000694, -0.066471, -0.022973, -0.067387, -0.009074, -0.123508, -0.000296, 0.028315, 0.02598, -0.098073, 0.012776, 0.024305, 0.047339, -0.038113, -0.042155, -0.07743, -0.098749, -0.063503, 0.066287, -0.012783, -0.01795, -0.163434, 0.012384, -0.015894, 0.097164, -0.061202, 0.054233, -0.001151, 0.047803, 0.013355, 0.130659, 0.053444, -0.019855, -0.006918, 0.013649, 0.001772, 0.02204, 0.034235, 0.007465, 0.024958, -0.005132, -0.042462, -0.040372, -0.035352, 0.060774, 0.141714, 0.066793, -0.060385, -0.007583, -0.029828, -0.166455, -0.019403, 0.062889, 0.058107, 0.001159, -0.026784, 0.071183, 0.067718, -0.011972, 0.047577, 0.062288, 0.016416, -0.103349, -0.110554, -0.016723, 0.045181, -0.031038, -0.000864, -0.018833, 0.135759, -0.006721, 0.041333, 0.01081, -0.041463, -0.03377, 0.015322, 0.097886, 0.023643, -0.000594, -0.078737, -0.000064, -0.022308, -0.140691, -0.052695, -0.049105, 0.031126, 0.083687, -0.155028, -0.003837, -0.05335, 0.127996, 0.04037, 0.04156, -0.028016, 0.132972, 0.006131, 0.115498, -0.044928, 0.011764, 0.044515, 0.023819, 0.090123, -0.060966, -0.021813, -0.022707, 0.06269, 0.015823, -0.042313, 0.014359, 0.039456, -0.01199, -0.002201, -0.000654, -0.01981, 0.032263, -0.043846, -0.06368, -0.049374, 0.013391, 0.151376, 0.059174, -0.119068, -0.030485, -0.032682, 0.077997, -0.073325, 0.099348, 0.046897, -0.028675, -0.048223, 0.03741, 0.178941, 0.015073, -0.102444, -0.029825, 0.016127, 0.010145, -0.065431, -0.037556, 0.054971, -0.0097, -0.001708, 0.102928, -0.008686, -0.011628, -0.006865, -0.049217, 0.04844, 0.031363, 0.091157, 0.037744, 0.083509, 0.006389, -0.013231, 0.004057, -0.000446, -0.003621, -0.028519, 0.014105, -0.005195, -0.019778, 0.097802, 0.055225, 0.047446, -0.026557, -0.00708, -0.137159, 0.091475, -0.010729, 0.098525, -0.048553, -0.000606, 0.115153, 0.018201, 0.083661, 0.064849, -0.037697, 0.077064, -0.052767, -0.068405, -0.064116, 0.043943, -0.032127, 0.016718, -0.056856, -0.024001, -0.13457, 0.028506, -0.155669, -0.096113, -0.040308, 0.03113, -0.028982, 0.015013, -0.062769, 0.187181, -0.04416, 0.021285, 0.08599, -0.001681, 0.101658, 0.102787, 0.03639, 0.075362, -0.065118, -0.058944, -0.017027, -0.037627, 0.079456, -0.009782, 0.072661, -0.038251, -0.074757, 0.077997, -0.009297, 0.057713, 0.043674, 0.002217, -0.014066, 0.043863, -0.145408, 0.011853, -0.00962, -0.024466, 0.039459, -0.081176, -0.008148, 0.017129, -0.147122, -0.014565, 0.079423]
    },
    {
      "name": "devops-status-mcp-server",
      "displayName": "DevOps Status",
      "description": "Check vendor status pages, inspect SSL/TLS certificates, verify DNS propagation, and get incident-response playbooks via MCP. STDIO or Streamable HTTP.",
      "category": "utility",
      "endpoint": "https://devops-status.caseyjhand.com/mcp",
      "npm": "@cyanheads/devops-status-mcp-server",
      "github": "https://github.com/cyanheads/devops-status-mcp-server",
      "version": "0.1.1",
      "auth": "none",
      "keywords": [
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "devops",
        "status-page",
        "statuspage",
        "incident-response",
        "ssl-certificate",
        "dns",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "status_list_vendors",
          "description": "List vendors in the built-in registry, optionally filtered by category or name search. Returns slug, display name, category, and Statuspage base URL for each entry. Use to discover the correct slug to pass to other tools, or to see which vendors are available before configuring a stack.",
          "embedding": [0.079346, 0.06313, 0.108657, 0.017391, 0.05428, -0.011095, 0.033627, 0.115246, -0.063304, -0.00632, -0.122803, 0.053282, 0.073503, -0.027374, 0.021378, -0.021415, -0.012916, -0.011172, -0.045621, -0.063869, 0.004215, -0.008836, 0.000911, -0.071562, -0.046026, -0.048168, 0.013299, -0.009973, -0.080233, -0.026581, 0.037997, 0.047103, 0.043332, -0.000846, 0.078908, 0.091683, -0.013518, 0.049029, -0.047176, -0.080051, -0.054688, -0.162263, -0.03308, 0.059059, 0.046026, 0.078821, -0.19036, 0.079982, -0.037065, 0.067305, -0.036565, -0.015084, -0.032682, 0.063807, 0.029948, -0.076957, 0.058009, -0.051616, -0.01294, 0.017154, -0.020314, 0.025825, 0.06014, -0.071855, 0.136182, 0.003572, -0.037033, -0.047869, 0.012216, 0.039977, 0.061577, 0.065766, 0.073808, 0.100976, 0.023559, -0.082233, -0.09166, 0.146176, -0.029667, 0.016907, -0.011771, 0.036631, 0.00858, 0.171385, 0.019876, 0.021803, 0.06564, -0.031669, -0.007023, 0.100211, 0.032633, -0.089012, 0.060068, -0.033225, 0.075268, -0.055197, -0.021528, -0.022586, 0.001466, 0.001116, -0.0584, 0.00356, -0.042722, -0.042161, 0.01159, -0.029812, -0.0079, -0.036968, -0.1123, 0.034323, 0.007416, 0.054615, -0.084765, 0.056976, -0.097037, 0.115045, -0.120041, 0.028105, -0.044803, -0.014526, 0.079878, 0.040664, -0.024283, 0.060351, 0.038243, -0.043859, 0.019734, 0.054183, -0.032958, 0.038148, 0.010767, 0.009536, -0.0415, 0.020036, -0.062254, -0.055265, -0.0556, -0.038126, 0.027114, 0.001625, -0.045214, 0.03079, -0.114176, -0.077382, -0.062423, 0.014871, -0.122456, -0.085318, 0.011369, 0.086798, 0.024278, -0.007272, 0.046184, 0.013056, 0.013393, 0.012032, 0.148442, 0.049622, -0.132208, -0.011358, -0.058328, 0.029744, -0.054008, 0.028231, 0.051444, 0.064735, -0.052525, 0.069429, 0.02129, -0.086529, -0.035549, -0.053333, -0.002058, -0.041922, 0.143312, -0.01001, 0.221002, 0.038794, 0.075634, -0.00166, 0.009285, -0.00917, -0.097876, -0.019203, -0.042677, -0.076321, 0.041173, -0.009706, 0.033276, 0.010841, -0.069791, -0.059325, 0.043016, -0.037613, -0.019832, 0.09023, -0.053999, 0.031889, 0.068693, 0.043153, 0.077557, -0.021979, 0.040711, -0.083359, -0.064059, -0.029228, -0.01724, -0.028281, 0.081699, -0.003947, 0.047204, -0.090105, 0.066251, -0.06835, 0.091724, 0.00473, -0.113763, -0.131565, 0.061261, -0.021719, 0.120011, -0.024272, 0.004507, 0.06433, -0.065736, 0.111303, 0.043897, 0.071525, 0.098214, -0.047641, -0.030286, 0.055017, -0.01731, -0.010003, -0.019979, 0.033754, 0.017196, -0.029069, 0.033809, 0.037796, 0.033278, 0.058258, 0.030328, 0.081397, 0.039438, -0.133561, 0.078979, -0.057961, -0.024689, -0.010655, -0.006434, 0.098945, 0.04377, -0.09565, 0.054562, 0.002267]
        },
        {
          "name": "status_check",
          "description": "Check the current health status for one or more vendors. Accepts registered vendor slugs (e.g., \"github\", \"cloudflare\") or raw Statuspage base URLs. Returns per-vendor operational indicator (none = all clear, minor, major, critical), degraded components, and active incidents. Use mode: \"detailed\" for full component lists and maintenance windows. Batch-friendly — pass a list to check your full stack in one call.",
          "embedding": [0.094107, -0.001405, 0.143785, 0.008425, 0.119674, 0.022814, 0.052693, 0.058858, -0.032322, -0.072906, -0.070572, 0.063141, 0.030165, 0.00455, 0.024894, 0.023885, 0.030572, -0.049992, -0.053328, -0.033019, -0.028021, -0.052287, -0.008557, -0.055353, -0.067604, -0.046845, -0.000577, 0.036609, -0.055822, -0.017579, -0.003663, 0.048402, 0.080058, -0.008328, 0.125417, 0.094539, -0.034156, 0.072706, -0.026686, -0.105486, -0.043651, -0.095637, -0.036719, -0.012472, 0.001012, 0.061611, -0.229866, 0.067564, -0.058084, 0.043405, -0.040737, 0.036578, -0.043257, 0.0028, 0.005972, -0.038285, 0.042093, -0.007389, -0.009849, -0.012863, 0.019128, -0.024829, 0.020043, -0.092152, 0.118287, 0.010448, -0.010781, 0.035897, 0.027876, 0.08149, 0.023362, 0.110431, 0.069301, 0.06733, 0.034337, -0.166715, -0.165005, 0.070817, -0.047475, 0.027171, -0.02504, 0.008348, -0.001846, 0.127077, -0.071753, 0.016018, 0.082651, -0.030323, -0.067986, 0.092686, 0.090979, -0.060831, 0.086518, 0.002612, 0.056227, -0.022313, -0.03061, -0.058876, -0.02149, -0.041964, -0.007822, -0.01395, -0.046035, -0.020466, -0.061267, 0.021327, -0.012195, -0.038522, -0.065349, 0.027827, 0.017038, 0.018338, -0.128516, 0.056007, -0.052718, 0.088627, -0.077121, 0.058387, -0.008783, -0.012364, 0.084202, 0.051188, -0.01464, 0.018771, 0.052901, -0.015949, 0.034255, -0.006163, -0.041918, 0.004325, -0.004989, 0.03471, -0.067825, 0.005191, -0.017182, -0.021281, -0.011875, -0.057673, 0.058194, 0.022845, -0.014799, -0.04824, -0.112559, -0.027861, -0.029035, 0.021125, -0.119585, -0.085069, 0.062153, 0.061804, -0.008609, 0.01715, -0.003599, -0.009459, 0.006991, 0.048364, 0.092943, 0.008021, -0.162529, -0.059464, -0.062148, 0.057106, -0.034586, -0.052146, 0.106072, 0.063835, -0.043651, 0.011997, 0.069827, -0.079524, -0.015307, -0.055091, 0.044749, -0.080417, 0.138105, 0.05874, 0.144425, 0.014057, 0.027489, 0.025533, -0.022243, 0.000438, -0.038412, -0.020468, -0.063748, -0.115909, 0.044176, -0.005104, -0.026903, 0.079391, -0.073976, -0.022113, 0.088642, -0.000319, 0.03349, 0.079979, -0.036471, 0.074258, 0.077245, 0.005553, 0.084895, 0.004797, 0.019657, -0.112955, -0.059727, -0.002096, 0.010795, 0.001684, 0.096887, 0.017141, 0.035833, -0.156449, 0.003113, -0.025269, 0.028842, -0.005293, -0.138914, -0.099686, 0.06264, -0.038283, 0.165848, -0.042959, -0.02135, 0.086644, 0.009561, 0.064992, 0.076118, 0.097721, 0.084996, -0.119769, -0.056745, 0.01307, -0.059522, 0.013496, 0.0193, 0.065388, -0.059874, -0.013011, 0.014161, -0.015778, -0.030032, 0.032848, 0.049636, 0.02073, 0.021827, -0.140054, 0.048183, -0.021657, -0.010964, -0.059711, -0.059142, 0.05618, 0.049291, -0.098712, 0.037378, -0.035536]
        },
        {
          "name": "status_get_incidents",
          "description": "Fetch incident history and scheduled maintenance windows for a vendor. Returns full incident timeline — each investigator update, affected components, and resolution. Filter by status to focus on active incidents (use before deploy), resolved history (for postmortem), or upcoming maintenance windows.",
          "embedding": [0.00542, -0.038102, 0.120313, -0.024441, 0.110185, -0.022862, 0.017206, 0.074793, 0.015142, -0.028779, -0.120867, 0.046751, 0.025412, 0.016132, -0.008924, 0.0046, 0.009269, -0.032681, -0.039656, -0.066613, 0.045391, -0.043841, 0.003948, -0.052172, -0.041183, -0.054011, -0.042608, 0.02649, -0.095817, 0.007702, -0.016277, -0.011117, 0.065879, -0.062608, 0.057705, 0.094916, -0.069148, 0.037837, -0.026532, -0.130323, -0.026082, -0.123665, -0.061984, -0.0002, 0.075635, 0.072016, -0.165171, 0.048854, -0.030505, 0.05212, -0.06318, 0.09908, 0.005759, -0.007618, 0.003177, 0.01148, 0.087643, -0.073681, 0.020633, -0.009597, 0.01301, -0.005872, 0.101558, -0.063572, 0.09229, -0.029798, 0.003205, -0.000485, 0.060419, 0.066051, 0.064147, 0.098787, 0.065215, 0.136015, 0.026665, -0.084987, -0.135788, 0.116274, -0.122324, -0.025607, -0.000323, 0.03463, 0.029679, 0.042108, 0.001857, 0.01801, 0.042034, -0.008703, -0.087975, 0.073304, 0.079347, -0.023335, 0.043303, -0.01362, 0.0155, -0.017234, 0.008607, -0.024764, -0.000216, -0.068322, -0.058025, -0.022167, -0.07628, 0.029028, 0.004667, 0.023446, -0.011237, -0.064946, -0.145216, 0.023032, 0.037528, 0.080563, -0.09198, 0.032272, -0.07628, 0.10723, -0.046549, 0.022002, 0.007295, -0.039711, 0.037452, 0.028615, 0.006701, 0.021543, 0.003488, -0.005603, 0.035024, -0.005591, -0.008927, -0.023161, -0.020821, -0.014921, -0.068464, -0.041106, -0.044814, -0.036895, -0.03229, -0.08317, 0.004822, 0.039361, -0.021742, -0.106373, -0.134708, -0.001596, 0.039796, 0.00199, -0.111507, -0.084543, 0.032303, 0.058849, -0.002826, -0.039504, 0.017762, -0.05618, 0.010843, 0.013151, 0.132897, -0.043294, -0.115473, -0.035216, -0.074541, 0.130043, 0.000495, 0.038139, 0.066318, 0.113111, -0.049493, 0.033016, 0.075808, -0.11084, -0.008151, -0.037857, 0.000872, -0.050319, 0.138032, 0.085122, 0.130534, -0.042768, 0.041496, -0.019776, 0.0166, -0.067674, -0.035436, -0.054503, -0.00979, -0.025336, 0.073736, -0.015152, -0.026232, 0.057804, -0.074511, -0.089473, 0.125377, -0.007254, 0.047549, 0.024532, 0.027414, 0.031779, 0.035081, 0.03761, 0.073152, -0.002811, 0.033808, -0.066796, -0.022555, -0.01475, 0.03832, 0.021626, 0.067661, 0.014884, 0.005966, -0.172134, -0.030791, -0.009891, 0.098006, -0.025875, -0.10074, -0.109277, 0.075237, -0.120203, 0.117762, -0.035727, 0.054459, 0.118595, -0.009192, 0.040516, 0.077999, 0.085022, 0.125248, -0.079406, -0.02119, 0.01767, -0.060171, -0.00581, 0.040338, 0.051504, -0.041315, -0.012058, -0.001855, 0.012608, 0.099178, 0.017614, 0.001073, 0.053365, 0.10129, -0.139821, 0.073202, 0.015384, 0.011927, -0.02848, -0.072822, 0.045246, 0.011239, -0.123031, 0.04218, -0.007282]
        },
        {
          "name": "status_watch_stack",
          "description": "Check the health of a named vendor stack — a saved list of vendors representing your infrastructure dependencies. On the first call, provide vendors to define the stack; subsequent calls can omit vendors to reuse the persisted list. Returns a unified health snapshot with an aggregate rollup plus per-vendor detail. Ideal for morning status checks or pre-deploy sweeps. Multiple stacks can coexist (e.g., \"production\", \"staging\").",
          "embedding": [0.06269, 0.026001, 0.123662, -0.009382, 0.120572, 0.054738, 0.051779, -0.019167, -0.04912, -0.036385, -0.051852, 0.108299, -0.03135, 0.046696, 0.019824, -0.010747, 0.07278, -0.056773, -0.043199, -0.003967, -0.015745, -0.055066, -0.036031, -0.047254, -0.024628, -0.064296, -0.021089, -0.004163, -0.095171, -0.012655, 0.007101, -0.018283, 0.04957, 0.011973, 0.095492, 0.093597, 0.002683, 0.095652, -0.033897, -0.124951, -0.036322, -0.07771, -0.022386, 0.029721, 0.025529, 0.038676, -0.183247, -0.005889, -0.086862, 0.107564, -0.07266, 0.012227, -0.029559, 0.080921, 0.01358, -0.06163, 0.048747, -0.022832, -0.064852, -0.021869, -0.026089, -0.020959, 0.000058, -0.127967, 0.070115, -0.004499, 0.040383, -0.066579, 0.003447, 0.049508, 0.061286, 0.105497, 0.026976, 0.092212, 0.076792, -0.054314, -0.145557, 0.052846, -0.040404, 0.052554, -0.010194, 0.07428, 0.002403, 0.106238, -0.067817, 0.020931, 0.115572, -0.092141, -0.116549, 0.065214, 0.083953, -0.000082, 0.103654, 0.025558, 0.018954, -0.037941, -0.025655, -0.044229, -0.002728, -0.017156, -0.023874, -0.032939, -0.034493, -0.010124, 0.026656, 0.047471, 0.018109, -0.052617, -0.111859, 0.017442, -0.007966, 0.05179, -0.03903, 0.092141, -0.086204, 0.124528, -0.064641, 0.013155, -0.018826, -0.019226, 0.075789, 0.058945, -0.030591, 0.080057, 0.016209, 0.013827, 0.044062, -0.067744, -0.031486, 0.06832, -0.076584, 0.070406, -0.09562, -0.001117, -0.010625, -0.054047, 0.002545, 0.021699, 0.109472, 0.059923, -0.030576, -0.002345, -0.060349, -0.050101, 0.036162, 0.015819, -0.168764, -0.051402, 0.101283, 0.062266, -0.014957, 0.051672, 0.0139, 0.029093, 0.029722, 0.041948, 0.080754, -0.014919, -0.086446, 0.024532, -0.016062, 0.060421, -0.039635, -0.003361, 0.057796, 0.059978, -0.03406, 0.006256, 0.075024, -0.07518, 0.034013, -0.060079, 0.004579, -0.060284, 0.100964, 0.061353, 0.21384, 0.002105, 0.031758, 0.011718, -0.052324, -0.033727, -0.032387, -0.034309, -0.118246, -0.037241, 0.104524, -0.048596, -0.055662, 0.083944, -0.075068, -0.059693, 0.076782, -0.067438, 0.007321, 0.018413, -0.007275, 0.072085, 0.093312, -0.068768, 0.07361, 0.034457, 0.062479, -0.03912, -0.10001, 0.018175, -0.047537, -0.032177, 0.049769, -0.042284, 0.036476, -0.070997, -0.022407, -0.003641, 0.052912, -0.050198, -0.122483, -0.104751, 0.039872, -0.015177, 0.137491, -0.008939, -0.00586, 0.071412, 0.001757, 0.009545, 0.040694, 0.027469, 0.063901, -0.129135, -0.016073, -0.016828, -0.090973, -0.011429, 0.029092, 0.052293, 0.043644, -0.001426, 0.028404, -0.052968, 0.051559, 0.048306, -0.02668, 0.057293, 0.04307, -0.135542, 0.026093, -0.093211, -0.054098, -0.06129, -0.053022, 0.060375, 0.089292, -0.092833, 0.075557, -0.027071]
        },
        {
          "name": "status_check_certs",
          "description": "Inspect SSL/TLS certificate health for one or more domains by performing a real TLS handshake. Works for any internet-accessible domain — no vendor registry required. Reports days to expiry (flagged at < 30 days warning and < 7 days critical), certificate subject and SANs, issuer, chain depth, TLS protocol version negotiated (flags TLS 1.0/1.1 as insecure), cipher suite, and HSTS presence.",
          "embedding": [0.049669, -0.009494, 0.175676, -0.000606, 0.104975, -0.056617, 0.073854, 0.043255, -0.01459, -0.10043, -0.058842, 0.065529, 0.052712, -0.001017, 0.042616, 0.017264, 0.020256, -0.073096, -0.042153, -0.035699, -0.084872, -0.060193, -0.002153, -0.018551, -0.065607, -0.026735, -0.024487, 0.021165, -0.133727, -0.01046, 0.037417, -0.005217, 0.060623, -0.048403, 0.104115, 0.093897, -0.044944, 0.040066, -0.006854, -0.103276, 0.011779, -0.067103, 0.043176, -0.04555, -0.039106, 0.007355, -0.214714, 0.038917, -0.056274, 0.061764, -0.08398, 0.040996, 0.008785, 0.016439, 0.017394, 0.017028, 0.049035, -0.008037, 0.023177, -0.067848, 0.008959, -0.104119, 0.042718, -0.104156, 0.081704, -0.066365, -0.052648, 0.007704, 0.024656, 0.017491, 0.035557, 0.09536, 0.050185, 0.087861, 0.121935, -0.072595, -0.135537, 0.067407, -0.014172, 0.034051, -0.047766, -0.026039, -0.001803, 0.083199, -0.076299, 0.007802, 0.085547, -0.010598, -0.12923, 0.074801, 0.132868, 0.015748, -0.001471, -0.064191, 0.01195, 0.022741, -0.113524, 0.002178, -0.062749, -0.073334, 0.00809, -0.0723, -0.034973, -0.033543, -0.052491, -0.006782, -0.018846, 0.019121, -0.109191, -0.029295, 0.020366, 0.027941, -0.090553, 0.057877, -0.034919, 0.103493, -0.063536, 0.070052, -0.017094, -0.003944, 0.060695, 0.045057, -0.015657, 0.015077, 0.060262, -0.010196, -0.021264, 0.049143, 0.028283, -0.012093, -0.039874, -0.008428, -0.025301, -0.003459, -0.05355, 0.050296, -0.037626, -0.090946, 0.026159, -0.005806, -0.055273, 0.000768, -0.107856, -0.047538, 0.017721, 0.044332, -0.109946, -0.090378, 0.098705, 0.088366, -0.040101, -0.014033, 0.023119, -0.011615, 0.037483, 0.022956, 0.125249, -0.012356, -0.150163, 0.005043, -0.058467, -0.030882, -0.012274, -0.113533, 0.115033, 0.086649, -0.051222, 0.068927, 0.030959, -0.027504, -0.001584, -0.037765, 0.018507, -0.043735, 0.080455, 0.064309, 0.090814, 0.012959, 0.036662, 0.011339, -0.055491, -0.038615, -0.062454, 0.001001, -0.058292, -0.065207, 0.026846, -0.020398, 0.001058, 0.029077, -0.065445, -0.031301, 0.135251, -0.033312, -0.012002, 0.067908, -0.016174, 0.133473, 0.025438, 0.057157, 0.046002, -0.006148, 0.042629, -0.131831, -0.063027, 0.047381, 0.034129, 0.043884, 0.062372, -0.009034, 0.020336, -0.134081, -0.005318, 0.024026, 0.037084, -0.017582, -0.066198, -0.052119, 0.083781, -0.03648, 0.181599, -0.055337, 0.045813, 0.037845, -0.10978, -0.021431, 0.048405, 0.083833, 0.123914, -0.042352, -0.090236, -0.053985, 0.00795, -0.025743, 0.010093, 0.092727, -0.066212, -0.085706, 0.035592, -0.031906, 0.073355, 0.022325, 0.024851, 0.017936, -0.048795, -0.113938, 0.077926, -0.012986, -0.011141, 0.009683, -0.062945, 0.048459, -0.019412, -0.074159, 0.070311, -0.0244]
        },
        {
          "name": "status_check_dns",
          "description": "Resolve DNS records and verify propagation for one or more domains across multiple public resolvers. Works for any domain — no vendor registry required. Reports records found (A/AAAA/CNAME/MX/TXT/NS), resolution latency per resolver, and discrepancies between resolvers (propagation gaps).",
          "embedding": [0.030338, 0.022498, 0.132673, 0.020604, 0.10193, 0.027331, 0.083738, 0.05241, -0.008301, -0.087421, -0.049995, 0.0544, 0.044118, 0.012296, 0.087567, 0.021466, -0.010078, -0.042752, -0.036919, -0.040781, -0.06549, -0.048861, 0.022465, -0.041419, -0.106654, -0.060047, -0.037113, 0.017396, -0.141965, 0.019354, 0.065636, -0.003182, 0.062884, -0.015951, 0.043961, 0.038842, -0.01814, 0.046712, -0.04947, -0.110212, -0.023137, -0.136258, -0.021449, -0.054804, -0.037355, 0.105786, -0.173184, 0.053137, -0.049783, 0.043641, -0.119994, 0.094367, -0.004819, 0.005861, 0.004419, 0.023362, 0.005545, -0.060952, 0.091412, -0.050084, -0.03588, -0.087084, 0.016642, -0.098208, 0.064512, -0.006283, -0.006028, 0.032616, 0.004115, 0.054442, -0.054692, 0.036367, 0.03424, 0.102709, 0.017791, -0.063112, -0.079009, 0.013773, -0.013458, -0.001416, -0.015752, -0.052197, -0.047019, 0.115255, 0.007585, -0.001498, 0.015899, -0.033049, -0.105524, 0.101323, 0.08398, -0.073984, 0.031916, -0.034434, 0.09095, -0.016434, -0.085924, -0.017416, -0.02415, -0.074479, -0.021157, 0.004886, 0.000515, -0.010685, -0.011987, -0.007925, -0.060731, -0.025314, -0.169379, 0.055896, -0.002345, 0.064974, -0.092116, 0.008785, -0.10832, 0.076195, -0.077258, 0.078685, 0.029799, 0.022161, 0.058944, 0.037239, 0.020694, 0.050968, 0.000813, -0.000214, -0.009438, -0.030242, -0.07221, -0.008909, -0.054232, -0.01719, 0.004596, 0.052595, 0.016912, -0.027039, -0.00417, -0.049681, 0.011506, -0.0157, -0.023201, -0.007804, -0.124962, -0.011317, 0.04829, 0.039189, -0.12083, -0.143144, 0.065652, 0.103806, -0.025769, 0.030991, 0.008863, 0.038514, -0.007674, 0.01669, 0.100485, -0.042061, -0.133625, 0.021569, -0.042059, 0.00703, -0.048494, -0.033764, 0.053428, 0.03143, -0.042166, 0.107088, 0.05876, -0.01628, -0.007238, 0.024132, 0.017889, -0.089994, 0.089006, 0.035276, 0.135536, 0.049192, 0.020609, -0.003088, -0.025821, -0.078483, -0.033961, 0.01579, -0.077575, 0.044505, 0.017862, 0.023428, -0.008932, 0.080967, -0.081663, -0.031627, 0.121494, -0.050386, -0.023016, 0.053487, -0.026266, 0.107754, 0.071657, 0.095074, 0.101357, -0.064936, 0.108293, -0.16259, -0.061541, 0.023998, 0.0479, 0.008325, 0.0397, -0.035008, -0.019716, -0.132647, 0.014883, -0.001209, 0.036505, -0.018795, -0.072309, -0.097467, 0.07023, -0.024378, 0.166899, -0.00395, 0.026352, 0.093921, -0.037549, 0.074766, 0.0393, 0.124934, 0.067467, -0.077625, -0.041996, -0.00751, -0.039687, -0.001771, 0.054649, 0.055883, -0.040394, -0.070313, 0.027468, 0.068748, -0.003121, 0.057356, 0.027513, 0.015641, -0.001451, -0.103402, 0.010629, -0.001572, -0.004168, -0.081674, -0.088677, 0.081766, 0.03897, -0.115315, 0.111109, -0.015145]
        },
        {
          "name": "status_suggest_action",
          "description": "Return an incident-response playbook tailored to a vendor degradation, with pre-filled follow-up tool calls. Synthesizes category-specific guidance (cloud, CDN, dev-platform, auth, etc.) from built-in incident knowledge and the provided context. Use after status_check or status_get_incidents surfaces a problem to determine what to investigate next.",
          "embedding": [0.041776, -0.028165, 0.095624, -0.012414, 0.12543, -0.020224, 0.03295, 0.058176, 0.02404, -0.016247, -0.10089, -0.010764, -0.015491, -0.032955, 0.002504, 0.069829, 0.028954, -0.053293, -0.049962, -0.067463, -0.009011, -0.007792, -0.025334, -0.035707, 0.00551, -0.018036, -0.012861, 0.014059, -0.098765, 0.007728, 0.020129, -0.020831, 0.015397, -0.020386, 0.064424, 0.073292, -0.008507, 0.028507, -0.018676, -0.119812, -0.001113, -0.093035, -0.078639, 0.016933, 0.099101, 0.102842, -0.207588, 0.074065, -0.080564, 0.006578, -0.060726, 0.113842, -0.013083, -0.003699, 0.041577, 0.004152, 0.023514, -0.084529, 0.01343, -0.025151, 0.009795, 0.008129, 0.09014, -0.089571, 0.123333, -0.007255, -0.018297, -0.006422, -0.017676, 0.033891, 0.01069, 0.044086, -0.018059, 0.104152, 0.034879, -0.138646, -0.042891, 0.12096, -0.085505, 0.005116, -0.039592, 0.011172, 0.02756, 0.067467, -0.023137, 0.033446, 0.090324, 0.025194, -0.117676, 0.053865, 0.077319, -0.092213, 0.068212, 0.037954, 0.039158, -0.002903, 0.009618, -0.105727, -0.042476, -0.088698, -0.043656, 0.005232, -0.052962, -0.009945, -0.021039, 0.020033, 0.043071, -0.001661, -0.153361, 0.026168, 0.053742, 0.031014, -0.030482, 0.06801, -0.053901, 0.064794, -0.093237, 0.027029, -0.052464, 0.014283, 0.038896, 0.032685, -0.017768, 0.03739, 0.025601, -0.032475, 0.001123, 0.031908, -0.028679, -0.00372, 0.03851, 0.023644, -0.064402, -0.01596, -0.062529, 0.004822, 0.034345, -0.072223, 0.046788, 0.056243, -0.002351, -0.048748, -0.094865, 0.013563, 0.074041, 0.031639, -0.038814, -0.057588, 0.043716, 0.039312, 0.035918, -0.001174, -0.027225, -0.029013, -0.040061, -0.010837, 0.161215, -0.044069, -0.116057, -0.03169, -0.035774, 0.07014, -0.059558, -0.087278, 0.090103, 0.062393, -0.068507, 0.032447, 0.125376, -0.112129, 0.00981, -0.024739, 0.045923, -0.036079, 0.151621, 0.072525, 0.093791, 0.030817, 0.029412, 0.005906, -0.008584, -0.011616, -0.060061, -0.043517, -0.063891, -0.052957, 0.097857, -0.011016, -0.009993, 0.114368, -0.103436, -0.054035, 0.121919, 0.005028, 0.043207, 0.001914, -0.001942, 0.080796, 0.064054, -0.016421, 0.043624, 0.054591, 0.033685, -0.075527, 0.029471, 0.045944, -0.012141, -0.007677, 0.056703, -0.00878, -0.001539, -0.156247, -0.044364, -0.083236, 0.088299, -0.008895, -0.133449, -0.126643, 0.001017, -0.035007, 0.159822, -0.008679, 0.021684, 0.073025, 0.02352, 0.089606, 0.016549, 0.089548, 0.145102, -0.113995, -0.060302, -0.001108, -0.084236, -0.009716, 0.078588, 0.084719, 0.036152, 0.040462, -0.004815, -0.015107, 0.037005, 0.000638, -0.031748, 0.060713, 0.022734, -0.119645, 0.093787, -0.004303, 0.000861, -0.026207, -0.104773, 0.113914, 0.027206, -0.088476, 0.005992, 0.011777]
        }
      ],
      "embedding": [0.072093, -0.003509, 0.11674, -0.004597, 0.119718, -0.010466, 0.030584, 0.091187, -0.023756, -0.046219, -0.084328, 0.034251, 0.010331, -0.049753, 0.013861, 0.023124, -0.011604, -0.048369, -0.077304, -0.065594, -0.01823, -0.054503, -0.021727, -0.006258, -0.070908, -0.053528, 0.004797, 0.042365, -0.093809, 0.00904, 0.018654, -0.015294, 0.068312, -0.013255, 0.114617, 0.056388, -0.012428, 0.088359, -0.038896, -0.126782, -0.023532, -0.117067, -0.036209, 0.014927, -0.001346, 0.071005, -0.180004, 0.042946, -0.05873, 0.027027, -0.036583, 0.10579, -0.018533, -0.000513, 0.035687, 0.031758, 0.041401, -0.035847, 0.064473, -0.054213, 0.032963, -0.027813, 0.016576, -0.112403, 0.112768, -0.015951, -0.003118, -0.004906, 0.032708, 0.058081, 0.011608, 0.102775, 0.029168, 0.093791, 0.066085, -0.122312, -0.069565, 0.122864, -0.059437, -0.002334, -0.010986, 0.004083, 0.021186, 0.125499, -0.038211, -0.003318, 0.074273, 0.017112, -0.109334, 0.089786, 0.080904, -0.061802, -0.008858, -0.018844, 0.092395, 0.039598, -0.07737, -0.047475, -0.040436, -0.078336, -0.031156, 0.015735, -0.022816, -0.006692, -0.052453, -0.007336, 0.006532, -0.004433, -0.151564, 0.01745, 0.026437, 0.049718, -0.072495, 0.043836, -0.087675, 0.078767, -0.08485, 0.024269, -0.060936, 0.011252, 0.057964, 0.055266, -0.038528, 0.070601, 0.041229, -0.070002, -0.045543, 0.031069, 0.020069, -0.001188, -0.015354, 0.02127, 0.003578, 0.005742, -0.033055, 0.017218, -0.053656, -0.099374, -0.003416, 0.042432, -0.098863, -0.009882, -0.123832, -0.002498, 0.033449, -0.002049, -0.094359, -0.093337, 0.049694, 0.071555, 0.006136, -0.024179, 0.010187, 0.014413, -0.036408, 0.010772, 0.161209, -0.006009, -0.137338, -0.013771, -0.033376, -0.013719, -0.054974, -0.067961, 0.059249, 0.070762, -0.050427, 0.055321, 0.056498, -0.049319, 0.024348, 0.006147, 0.075513, -0.036806, 0.120721, 0.089969, 0.10447, 0.018349, 0.023429, -0.001983, -0.02483, -0.062061, -0.058559, -0.012332, -0.071739, -0.026729, 0.072874, -0.022004, -0.019867, 0.059946, -0.098394, -0.049987, 0.096591, 0.00688, 0.032133, 0.048172, -0.030578, 0.053696, 0.060423, 0.065882, 0.04619, 0.024817, 0.019185, -0.107916, 0.045327, -0.006641, 0.051966, 0.048803, 0.062692, 0.018424, -0.008999, -0.135139, -0.011241, -0.035307, 0.072766, -0.029488, -0.164473, -0.123608, 0.067302, -0.023271, 0.152734, -0.050075, 0.046748, 0.079622, -0.010333, 0.059956, 0.041299, 0.108794, 0.106914, -0.059798, -0.071248, 0.007072, -0.046358, 0.001414, 0.026356, 0.079399, -0.047448, -0.017644, 0.045387, -0.033947, 0.055528, -0.021634, -0.016408, 0.034576, 0.020598, -0.136828, 0.101144, -0.002937, 0.002043, -0.05166, -0.111074, 0.089153, 0.025896, -0.134848, 0.063405, -0.015153]
    },
    {
      "name": "earthquake-mcp-server",
      "displayName": "Earthquake",
      "description": "Search USGS and EMSC seismic data — real-time feeds, event queries, and earthquake counts via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://earthquake.caseyjhand.com/mcp",
      "npm": "@cyanheads/earthquake-mcp-server",
      "github": "https://github.com/cyanheads/earthquake-mcp-server",
      "version": "0.1.10",
      "auth": "none",
      "keywords": [
        "earthquakes",
        "seismic activity",
        "natural disasters",
        "geology",
        "tremors",
        "magnitude",
        "seismology",
        "earthquake hazards",
        "ground shaking",
        "fault lines",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "earthquake",
        "seismic",
        "usgs",
        "emsc",
        "geoscience",
        "natural-disaster"
      ],
      "tools": [
        {
          "name": "earthquake_get_feed",
          "description": "Fetch a USGS pre-computed real-time earthquake feed by magnitude tier and time window. These feeds are CDN-cached by USGS and faster and more available than the query API — use them for \"what's happening now\" queries. \"all\" includes microseisms (M<1); \"significant\" is a USGS curation based on magnitude, felt reports, and PAGER impact estimates. \"hour\" returns 0–10 events typically; \"month\" can exceed 10,000 for the \"all\" tier. For historical or filtered queries, use earthquake_search instead.",
          "embedding": [0.03067, -0.046076, 0.12614, 0.013465, 0.005535, 0.022867, 0.021191, 0.122749, -0.028412, 0.085183, -0.017271, 0.060447, -0.04731, 0.025189, -0.003318, -0.104059, -0.036682, -0.015046, -0.086697, -0.016141, -0.042585, 0.038676, 0.057326, 0.000056, -0.101442, -0.067126, -0.008378, 0.054272, -0.026582, 0.023897, -0.142931, 0.00679, 0.001007, 0.019326, -0.053639, 0.141557, -0.039905, 0.044737, 0.018088, -0.082972, -0.016643, -0.065693, -0.081632, 0.072504, -0.001457, -0.044961, -0.093925, 0.03155, -0.093672, -0.028952, -0.041938, 0.073963, 0.031181, 0.09317, -0.066127, 0.033979, 0.140123, -0.066706, -0.047575, -0.01087, 0.086493, -0.068323, 0.01804, -0.085376, 0.042014, -0.02568, -0.022005, 0.037122, 0.027588, 0.069603, 0.082499, 0.076217, -0.008431, 0.096995, 0.006162, -0.026893, -0.144792, 0.053812, 0.025675, 0.039853, -0.020077, 0.013823, 0.065552, -0.074805, -0.014451, 0.034891, 0.097976, -0.000159, -0.079825, 0.160162, 0.103014, -0.042133, 0.045177, -0.038093, -0.056327, -0.016512, 0.008217, -0.005024, -0.029252, -0.005584, -0.098748, -0.018451, 0.079489, 0.034082, 0.040241, 0.045004, -0.112459, -0.106007, -0.076886, -0.00314, 0.001748, 0.047433, -0.048833, -0.042161, 0.032439, -0.0755, 0.012894, 0.005894, -0.103542, -0.123647, 0.079362, 0.071982, 0.01334, 0.033762, 0.026195, 0.054815, 0.078068, -0.08297, 0.002704, 0.029777, 0.028558, -0.019298, 0.058621, -0.012183, -0.00477, 0.020636, -0.052039, -0.099226, 0.035928, 0.09994, -0.051825, -0.07292, -0.132679, -0.023188, 0.084217, -0.044881, -0.103952, -0.061422, -0.008683, 0.09147, -0.073246, 0.076555, -0.014353, -0.024376, -0.049653, 0.042966, 0.106685, -0.017415, -0.055903, 0.012665, 0.022901, 0.124222, 0.010647, -0.013276, 0.050811, -0.014049, -0.002552, 0.014716, 0.066905, -0.051745, -0.021629, -0.039494, 0.049334, 0.074846, 0.059323, -0.101517, 0.137122, 0.03305, 0.044863, -0.029489, 0.016002, -0.03547, 0.028896, -0.040635, -0.012216, -0.114062, 0.082505, -0.01379, 0.045605, -0.007902, -0.028977, -0.071534, 0.063549, 0.066401, 0.021732, 0.00473, -0.065509, 0.125542, 0.164237, 0.028161, -0.031245, -0.031257, 0.101197, -0.034142, -0.111057, -0.041505, 0.062718, -0.040681, 0.094119, 0.004458, 0.006333, -0.088152, 0.023193, -0.051472, -0.023767, -0.020278, -0.021125, 0.023727, 0.022537, -0.017085, 0.124255, 0.068235, 0.068575, 0.080399, -0.063959, -0.022815, 0.115279, 0.120647, 0.074586, -0.08293, 0.043522, 0.021272, -0.035379, -0.003834, 0.098853, -0.043462, 0.059203, -0.023183, 0.015349, 0.029348, 0.054706, 0.052676, 0.038504, 0.053648, 0.068777, -0.043718, 0.060322, 0.023873, -0.13418, 0.031121, -0.026434, 0.039423, 0.051051, -0.099526, -0.03732, -0.017719]
        },
        {
          "name": "earthquake_search",
          "description": "Search earthquakes by time range, magnitude, depth, location radius, PAGER alert level, or felt reports. Supports USGS (global, richer metadata: PAGER, DYFI, ShakeMap) and EMSC (European-Mediterranean, independent catalog). For location-based queries, provide latitude, longitude, and radius_km together. USGS-specific filters (alert_level, min_felt, min_significance) are ignored when source=emsc. Use earthquake_count first to gauge result size before requesting large result sets. Results are capped at 20,000 events per query.",
          "embedding": [-0.019087, -0.037106, 0.149331, 0.024612, 0.076642, 0.048523, 0.058229, 0.030835, -0.089268, 0.04045, -0.068912, 0.038706, -0.021649, -0.022891, -0.009228, -0.064052, 0.006241, 0.00493, -0.060835, -0.03945, -0.018366, 0.064796, 0.10267, 0.008006, -0.153077, -0.047166, -0.031425, 0.032066, -0.040466, -0.004905, -0.106388, 0.008704, -0.034791, 0.005177, -0.004181, 0.134678, -0.041243, 0.116223, 0.037194, -0.071842, -0.055308, -0.093039, -0.102857, 0.020368, 0.032934, 0.028986, -0.145526, 0.034926, -0.131599, -0.010638, -0.022815, 0.100181, 0.013009, 0.080261, -0.036612, -0.002942, 0.11647, -0.053356, 0.027687, -0.017591, -0.010731, -0.041985, 0.006588, -0.027357, 0.014934, 0.048829, -0.035249, 0.00248, -0.016471, 0.129804, 0.105788, 0.070082, -0.062061, 0.077035, -0.019234, -0.065942, -0.125593, 0.001661, -0.023026, 0.059771, -0.013953, 0.042309, 0.08271, -0.094993, -0.025612, -0.034106, 0.07715, 0.054233, -0.056935, 0.135805, 0.148121, -0.079068, 0.0235, -0.078679, -0.039042, -0.021566, -0.054317, -0.035246, -0.074307, 0.015099, -0.069911, 0.045768, 0.056453, 0.017249, 0.025999, -0.004934, -0.011296, -0.056604, -0.104181, -0.01274, -0.0264, 0.007172, -0.055836, -0.01894, 0.025407, -0.00175, 0.059242, 0.019956, -0.060346, -0.036323, 0.063124, 0.089116, -0.01133, 0.05, 0.028796, 0.090147, 0.088908, -0.011291, 0.019432, 0.037211, 0.034696, -0.023323, 0.037264, 0.009454, -0.066462, -0.006609, -0.075471, -0.094094, -0.000903, 0.102185, -0.079544, -0.0307, -0.091008, -0.032093, 0.072223, 0.033688, -0.081526, -0.089433, -0.045688, 0.060762, -0.031616, 0.071885, 0.012294, -0.026298, -0.043525, -0.000358, 0.072488, 0.007014, -0.020727, -0.017653, -0.012997, 0.102908, -0.011441, -0.046642, 0.042135, -0.043681, 0.018825, 0.00403, 0.031869, -0.019963, -0.041655, -0.063439, 0.041247, 0.066956, 0.029714, -0.050517, 0.14344, 0.073124, 0.049387, -0.006053, -0.034283, -0.056603, -0.0656, -0.028941, -0.034447, -0.11989, 0.116144, 0.023266, 0.052125, 0.020039, 0.006785, -0.083818, 0.103758, 0.037207, 0.008812, 0.004342, -0.04768, 0.15845, 0.177553, 0.071663, -0.018073, -0.016843, 0.142718, 0.000815, -0.015771, -0.030891, 0.038263, -0.064663, 0.053721, 0.015534, 0.061667, -0.082869, -0.004759, -0.042587, -0.012081, 0.006505, 0.018822, -0.006998, 0.054185, 0.038073, 0.121475, 0.132951, -0.026878, 0.034614, -0.054593, 0.071987, 0.107428, 0.103222, 0.120571, -0.130589, 0.056057, 0.024129, 0.035702, -0.027135, 0.063296, -0.052276, 0.064558, -0.029492, 0.057889, 0.05314, 0.048844, 0.06605, -0.028083, 0.03467, 0.028033, -0.069815, 0.056264, -0.012549, -0.100454, 0.074533, -0.042094, -0.003318, 0.032943, -0.099267, 0.040622, -0.009387]
        },
        {
          "name": "earthquake_get_event",
          "description": "Fetch detail for a specific earthquake by USGS event ID. Returns felt reports count (DYFI), ShakeMap maximum intensity (MMI), PAGER alert level, tsunami flag, and magnitude type. Event IDs appear in the \"id\" field of earthquake_get_feed and earthquake_search results. This tool is USGS-only — EMSC events have no per-event detail endpoint.",
          "embedding": [0.008717, -0.062033, 0.102828, -0.035424, 0.093269, 0.013027, 0.019262, 0.046031, -0.087175, 0.03215, -0.038952, 0.077793, 0.001906, -0.031648, -0.057772, -0.01201, -0.042417, -0.033563, -0.060369, -0.048342, -0.017184, 0.04022, 0.040694, 0.014641, -0.171022, -0.057501, -0.031808, 0.028305, -0.103738, -0.083841, -0.124052, -0.010562, -0.006817, -0.004158, -0.026616, 0.19113, -0.078615, 0.034983, 0.018359, -0.041812, -0.004116, -0.118326, -0.100868, -0.015767, 0.048972, 0.001742, -0.139056, -0.015295, -0.133781, -0.006246, 0.018547, 0.113002, -0.052164, 0.09932, -0.019785, -0.004326, 0.105492, -0.05589, -0.001593, 0.006395, -0.042602, -0.019364, -0.000561, -0.037041, -0.013094, 0.028684, -0.008825, 0.038611, -0.002145, 0.116617, 0.08453, 0.07013, -0.029394, 0.07829, 0.046626, -0.063198, -0.094453, 0.053528, 0.014381, 0.044077, -0.052373, 0.03829, 0.073192, -0.110142, 0.011557, -0.063392, 0.032901, 0.061523, -0.043625, 0.133911, 0.115395, -0.062867, 0.018485, -0.071104, -0.032074, 0.008907, -0.0174, -0.071211, -0.026547, -0.018356, -0.111721, 0.045674, 0.02291, 0.05464, -0.01089, 0.003395, -0.034082, -0.086479, -0.078981, -0.040018, -0.06614, -0.006811, -0.062878, -0.03775, 0.005186, 0.032678, 0.038335, 0.000272, -0.04004, -0.058962, 0.036428, 0.031759, -0.023399, 0.003752, 0.059505, 0.091942, 0.039617, -0.029144, 0.0101, 0.045896, 0.031275, -0.043687, 0.004352, -0.01352, -0.091407, -0.063376, -0.090698, -0.102298, -0.002079, 0.118178, -0.04095, -0.06237, -0.129445, -0.031859, 0.045086, 0.064591, -0.058622, -0.156202, -0.03536, 0.07966, 0.044788, 0.066228, 0.012054, 0.023692, 0.017392, 0.015451, 0.102712, -0.048566, -0.011828, 0.003161, -0.044022, 0.111776, 0.009865, 0.004323, -0.002957, 0.03211, -0.008807, -0.015038, 0.095033, -0.090485, -0.000391, -0.054353, -0.001938, 0.111685, 0.07468, -0.083833, 0.125883, 0.019432, 0.021496, 0.016774, -0.009203, -0.073269, -0.052145, -0.046977, 0.000114, -0.084035, 0.089352, -0.023868, 0.031365, 0.019845, 0.006088, -0.0921, 0.097328, 0.014222, 0.044579, 0.010216, -0.059892, 0.142553, 0.146955, 0.054311, -0.026042, -0.023595, 0.08858, 0.019669, 0.003755, -0.040271, 0.035302, -0.042701, 0.044085, -0.010042, 0.049542, -0.029081, 0.036871, -0.032498, -0.01991, 0.013986, -0.050104, 0.019723, 0.084503, 0.007571, 0.115111, 0.119718, 0.001491, 0.036479, -0.029398, 0.066837, 0.072979, 0.130609, 0.100419, -0.063411, -0.008147, 0.039844, 0.048064, -0.035369, 0.023315, -0.054555, 0.063576, 0.024155, 0.098779, 0.02734, 0.067418, 0.114967, -0.00925, 0.036017, 0.064016, -0.067028, 0.077694, 0.03163, -0.117816, 0.069324, -0.013536, -0.008044, 0.058492, -0.124594, 0.0079, -0.03258]
        },
        {
          "name": "earthquake_count",
          "description": "Count earthquakes matching filters without fetching full records. Use for statistical queries (\"how many M5+ earthquakes in 2025?\") or to gauge result size before calling earthquake_search. When exceeds_limit is true, the count exceeds 20,000 and a full search would be truncated — narrow filters before fetching. USGS returns the max_allowed cap (20,000); EMSC count endpoint does not return this field (max_allowed will be null). USGS-specific filters (alert_level, min_felt, min_significance) are ignored when source=emsc.",
          "embedding": [-0.060724, -0.042899, 0.061668, -0.041173, 0.082853, 0.044232, 0.028843, 0.027056, -0.062363, 0.07426, -0.068905, 0.015154, -0.03107, -0.015985, -0.002848, -0.034497, 0.025066, 0.039989, -0.044918, -0.06025, -0.012702, -0.011481, 0.128693, -0.04349, -0.134517, -0.049646, -0.030941, 0.021141, -0.109796, 0.035348, -0.070625, 0.072269, -0.036033, 0.028545, 0.015986, 0.103693, -0.113319, 0.119959, 0.024474, -0.02439, -0.023923, -0.070312, -0.099574, -0.01949, 0.039803, -0.009507, -0.131572, 0.044547, -0.143482, -0.020827, -0.013565, 0.097446, 0.018358, 0.109596, -0.024528, -0.026955, 0.103556, -0.055604, -0.035382, -0.038125, 0.011234, -0.051555, 0.028119, -0.079797, -0.024315, 0.059622, 0.010116, 0.068502, 0.015848, 0.073574, 0.064131, 0.0434, -0.084802, 0.122705, -0.029629, -0.003534, -0.107924, -0.006399, 0.055533, 0.042105, -0.042666, 0.042841, 0.079971, -0.12316, -0.052723, -0.065738, 0.084547, 0.07874, -0.00093, 0.140637, 0.126343, -0.077291, 0.038689, -0.087792, -0.057865, -0.006183, -0.080828, 0.053812, -0.08517, 0.024816, -0.037308, 0.048389, 0.025679, 0.005328, -0.011488, -0.034793, -0.000003, -0.110924, -0.097081, -0.032389, 0.025906, -0.020996, -0.05796, -0.001096, -0.007994, -0.011064, 0.102149, 0.002961, -0.009794, 0.00211, 0.08344, 0.085011, 0.00548, 0.027932, -0.006208, 0.031298, 0.087241, 0.015863, 0.003756, 0.043549, 0.026167, 0.03734, 0.011639, 0.048146, -0.074237, -0.020202, -0.093732, -0.136964, 0.023817, 0.0984, -0.077327, -0.021996, -0.11474, -0.001961, 0.030231, 0.044117, -0.063494, -0.098855, -0.023855, 0.074285, -0.057591, 0.122189, 0.000463, -0.061434, -0.006628, 0.006799, 0.044897, -0.005931, 0.001857, 0.047647, 0.036079, 0.063383, 0.07227, -0.073032, 0.103298, -0.033254, -0.000099, -0.000627, 0.085449, 0.026162, -0.030816, -0.079055, 0.008112, 0.011417, 0.020432, -0.026876, 0.118486, 0.034913, 0.042542, -0.001082, -0.06386, -0.058866, -0.056924, -0.037198, -0.032174, -0.12634, 0.136288, 0.015208, 0.068746, 0.009865, 0.010767, -0.08167, 0.049593, 0.023132, -0.008766, 0.031553, -0.067245, 0.163289, 0.169741, 0.024833, -0.018202, 0.018682, 0.097664, 0.009406, -0.012458, 0.013403, 0.004569, -0.02559, 0.013278, -0.003524, 0.04072, -0.007097, -0.004719, -0.031047, -0.054191, -0.021355, -0.023196, -0.057713, 0.069762, -0.011198, 0.086984, 0.112522, -0.038648, 0.01613, -0.085572, 0.063479, 0.111488, 0.125997, 0.07366, -0.101456, 0.081829, -0.005055, 0.032793, 0.042823, 0.035336, -0.041614, 0.007292, -0.027062, 0.046371, 0.040123, -0.011293, 0.098136, -0.035445, 0.083813, 0.033094, -0.113738, 0.054915, -0.015784, -0.128298, 0.022515, -0.077777, -0.034678, -0.011093, -0.093617, 0.038031, -0.000307]
        }
      ],
      "embedding": [0.014138, -0.029473, 0.104013, -0.021267, 0.099485, 0.034464, 0.006801, 0.021912, -0.062545, 0.039245, -0.087313, 0.043192, -0.043161, -0.032172, -0.03977, -0.051733, -0.025628, -0.038781, -0.099346, -0.056479, -0.058055, 0.022127, 0.052259, 0.02705, -0.177507, -0.071111, -0.015607, 0.022867, -0.052487, 0.00946, -0.104733, 0.02369, 0.017047, 0.034139, 0.015267, 0.123687, -0.016885, 0.105903, -0.02059, -0.067194, -0.031322, -0.073119, -0.063527, 0.024468, -0.009207, 0.013637, -0.144704, 0.049546, -0.149636, -0.006841, -0.039539, 0.105109, -0.015142, 0.069094, -0.048076, 0.015111, 0.12507, -0.063378, 0.027583, -0.003441, 0.061828, -0.093841, -0.010056, -0.089489, 0.027492, -0.024359, -0.001145, -0.020894, -0.011345, 0.107936, 0.107825, 0.076802, -0.032564, 0.073282, 0.02481, -0.078648, -0.110124, 0.045984, -0.01625, 0.043211, 0.02336, 0.068971, 0.067563, -0.01436, -0.030336, -0.021849, 0.131737, 0.044249, -0.07783, 0.151799, 0.08545, -0.084747, -0.028877, -0.047892, 0.008424, 0.039979, -0.073212, -0.064116, -0.043561, 0.022269, -0.071406, 0.060556, 0.073564, 0.029964, 0.029013, 0.008544, 0.009432, -0.081984, -0.116497, -0.003587, 0.014281, 0.002124, -0.053606, -0.040865, -0.019062, 0.036893, 0.020588, 0.037254, -0.051951, -0.049153, 0.075822, 0.046167, -0.018808, 0.087306, 0.008741, 0.04819, 0.100952, -0.072025, 0.032422, -0.021695, 0.038919, -0.036326, 0.048039, 0.022936, -0.018905, 0.007901, -0.089407, -0.128236, -0.01975, 0.134848, -0.109395, -0.002266, -0.098528, 0.015841, 0.093422, -0.000855, -0.151115, -0.099952, -0.039874, 0.074124, -0.04337, 0.028939, 0.034007, 0.015013, -0.053037, 0.052212, 0.126005, 0.027152, -0.039212, 0.003245, 0.008149, 0.049362, 0.000079, -0.039276, 0.049946, -0.01688, -0.013191, 0.041035, 0.060118, -0.031245, -0.003466, -0.077879, 0.063513, 0.058448, 0.071077, -0.029957, 0.128767, 0.053091, 0.030265, 0.001868, -0.013602, -0.054575, 0.008172, -0.017532, -0.053079, -0.082682, 0.092277, -0.004452, 0.071714, 0.040944, -0.016239, -0.07071, 0.096304, -0.017577, 0.02988, 0.004949, -0.095049, 0.122096, 0.149213, 0.092775, -0.014553, -0.013665, 0.056015, -0.039502, -0.020406, -0.0433, 0.058667, -0.011289, 0.039717, -0.00855, 0.025191, -0.030889, 0.0177, -0.022433, -0.014541, -0.015318, -0.11849, -0.024915, 0.050773, -0.022746, 0.139165, 0.065674, 0.000468, 0.056685, -0.060477, 0.082589, 0.132149, 0.136822, 0.098626, -0.100492, 0.027364, 0.02559, 0.051472, 0.007124, 0.056988, 0.030326, 0.035443, -0.029347, 0.063093, -0.012567, 0.061078, 0.051783, -0.029588, 0.020017, 0.030008, -0.104669, 0.028632, 0.010889, -0.100271, 0.048975, -0.055345, 0.048202, 0.021751, -0.101874, 0.018905, -0.030008]
    },
    {
      "name": "eia-energy-mcp-server",
      "displayName": "EIA",
      "description": "Browse and query the U.S. Energy Information Administration API v2 — electricity, petroleum, natural gas, coal, forecasts, and more via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://eia-energy.caseyjhand.com/mcp",
      "npm": "@cyanheads/eia-energy-mcp-server",
      "github": "https://github.com/cyanheads/eia-energy-mcp-server",
      "version": "0.2.3",
      "auth": "none",
      "keywords": [
        "energy",
        "oil",
        "natural gas",
        "electricity",
        "power",
        "fuel",
        "gasoline prices",
        "renewable energy",
        "petroleum",
        "energy markets",
        "energy consumption",
        "coal",
        "solar",
        "wind power",
        "eia",
        "energy-information-administration",
        "natural-gas",
        "energy-data",
        "energy-api",
        "steo",
        "us-energy",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent"
      ],
      "tools": [
        {
          "name": "eia_browse_routes",
          "description": "Lists child routes under a given path in the EIA dataset taxonomy. Start with no path to get the 14 top-level categories (electricity, petroleum, natural-gas, steo, aeo, ieo, seds, etc.), then drill into subcategories. Each result includes an isLeaf flag — leaf routes are queryable endpoints; non-leaf routes have children to browse. When isLeaf is true on the browsed path itself, switch to eia_describe_route.",
          "embedding": [0.041924, -0.022183, 0.01318, 0.03873, 0.096311, -0.024119, 0.020312, 0.140286, -0.014087, -0.033523, -0.126873, 0.035101, -0.056744, -0.085263, 0.056021, -0.110381, -0.042678, 0.046976, -0.050354, -0.111897, -0.016633, 0.024409, 0.094507, 0.039378, -0.034622, -0.100078, -0.010972, 0.008726, 0.006652, 0.002078, -0.091942, 0.098454, -0.01715, 0.035773, 0.020373, -0.005576, -0.053344, -0.100824, -0.026039, -0.05585, -0.103942, -0.051263, -0.066518, 0.089357, 0.103557, 0.009082, -0.149012, 0.018932, -0.00134, 0.056365, -0.06254, 0.011474, 0.081694, -0.007421, 0.044005, -0.033335, 0.093179, -0.050596, 0.102559, 0.015911, 0.094083, 0.083654, -0.007859, -0.017479, 0.075201, -0.151544, -0.084466, 0.062565, -0.072001, 0.076863, 0.047003, 0.038882, 0.019265, 0.034976, 0.06254, -0.04198, -0.064631, 0.032236, -0.00402, 0.052145, 0.063245, 0.092674, 0.012485, 0.022148, 0.021599, 0.029488, 0.125582, 0.048381, -0.011579, 0.14039, -0.010488, -0.039203, -0.051105, 0.081726, 0.066293, -0.060477, -0.000156, 0.001235, 0.061181, -0.020702, -0.073762, 0.046536, 0.008977, -0.026836, -0.070707, 0.006904, -0.004307, -0.067459, -0.04551, 0.001063, -0.056627, 0.037996, -0.08729, 0.062891, -0.03514, 0.049508, -0.03295, 0.068432, -0.002785, 0.03366, 0.06096, 0.002809, 0.03443, 0.004262, -0.044155, 0.022276, 0.094583, 0.017718, 0.048074, 0.053175, 0.085673, -0.045802, 0.075601, 0.031883, -0.055599, -0.067127, -0.017785, 0.022375, 0.118674, 0.069192, -0.061021, -0.059524, 0.024528, -0.1207, -0.046603, 0.024629, -0.087396, -0.059952, -0.090292, 0.105394, -0.00801, -0.012156, 0.012895, 0.048779, -0.044832, 0.008693, 0.062373, 0.038579, -0.016838, 0.000396, 0.114188, 0.031894, -0.011179, -0.005682, 0.043845, 0.016722, -0.038307, 0.05548, 0.05357, -0.08477, -0.057217, -0.038234, 0.035287, -0.004759, 0.083026, -0.046368, 0.010415, 0.046592, 0.072598, 0.040814, -0.014507, -0.046021, -0.056285, 0.006296, -0.049615, -0.014983, 0.078381, 0.050485, 0.074099, 0.049805, 0.01725, -0.090574, 0.117766, -0.077061, -0.014675, 0.014063, 0.016517, 0.058757, 0.038247, 0.045536, 0.112194, -0.045551, 0.100904, -0.105574, -0.025186, 0.034285, -0.083968, -0.043282, 0.105466, 0.000877, -0.119705, -0.022784, 0.01859, -0.119724, 0.010854, -0.025836, 0.006025, 0.075959, 0.008765, 0.065379, 0.060219, 0.044228, -0.06768, -0.048629, -0.00414, 0.037587, 0.11246, 0.103263, 0.017573, -0.171784, -0.04024, 0.064338, 0.10152, -0.014187, 0.037123, -0.028821, 0.073768, -0.053458, 0.112926, -0.01537, 0.028927, 0.038973, -0.032412, 0.061854, 0.110937, -0.144099, 0.035488, -0.004264, -0.057314, -0.011758, -0.106114, 0.119409, -0.040809, -0.08764, -0.002263, -0.058414]
        },
        {
          "name": "eia_describe_route",
          "description": "Returns full metadata for a leaf route: available facets with their valid values, data column names and units, frequency options, and date range. Call this before eia_query_route to discover valid facet IDs, facet values, column IDs, and frequency codes. Facet values are fetched from separate EIA endpoints and merged — results are cached per-route for the process lifetime to minimize API calls.",
          "embedding": [0.033439, 0.003681, 0.089265, 0.015236, 0.115932, -0.03584, 0.018629, 0.147963, -0.009089, 0.012697, -0.06553, 0.016021, -0.025092, -0.012103, -0.0266, -0.099345, 0.003514, 0.076858, -0.019671, -0.05173, 0.060193, 0.014483, 0.143245, 0.032996, -0.000009, -0.082781, -0.110442, 0.00254, 0.001981, 0.049024, -0.167751, 0.093492, -0.036218, 0.071476, 0.045782, -0.00616, -0.048379, -0.080205, -0.088577, -0.031377, -0.082086, -0.026664, -0.066502, 0.049532, 0.069237, 0.012898, -0.200482, 0.053306, -0.023492, 0.021864, -0.033722, 0.029196, 0.017495, 0.052231, 0.060787, 0.001637, 0.101297, -0.048158, 0.064882, 0.033022, 0.03601, 0.005998, 0.004788, -0.009104, 0.032543, -0.095522, -0.052282, 0.023208, 0.00019, 0.044051, 0.032091, 0.02999, 0.031867, 0.023261, 0.037554, -0.07996, -0.050327, 0.019588, 0.041776, 0.046364, 0.026795, 0.051945, 0.002373, -0.061298, -0.045573, 0.038641, 0.129427, 0.003219, 0.002367, 0.039822, -0.00495, -0.077214, -0.073542, 0.041928, 0.082104, -0.08275, 0.102202, 0.028798, -0.005411, 0.006731, -0.073652, 0.043518, -0.010874, -0.030111, -0.041308, -0.011092, -0.086847, -0.080686, -0.071579, 0.024586, -0.087364, 0.048829, -0.019666, 0.079096, -0.051229, 0.087743, -0.001949, 0.061513, -0.028865, 0.053831, 0.090034, 0.016623, 0.025493, -0.056109, -0.02291, 0.046039, 0.093756, -0.003406, 0.04343, 0.024991, 0.035519, -0.098491, 0.082699, -0.000425, -0.076061, -0.056835, -0.048589, -0.010667, 0.070907, 0.102136, -0.109741, -0.030587, 0.030011, -0.082795, 0.009644, 0.099607, -0.046449, -0.091185, 0.003386, 0.057057, -0.060193, -0.013439, 0.052724, 0.015129, -0.030762, 0.032567, 0.012506, 0.071375, -0.091624, -0.101371, 0.024317, -0.007673, 0.014641, -0.028461, 0.107559, 0.117491, -0.053353, 0.060215, 0.107609, -0.090438, -0.047288, -0.067237, 0.056245, 0.059489, 0.09998, -0.013521, 0.064542, -0.000698, 0.043991, 0.064176, -0.013033, -0.025533, -0.019503, 0.012679, -0.03808, -0.021567, 0.106655, 0.01543, 0.065606, 0.082056, 0.035069, -0.063702, 0.076517, -0.108045, 0.038087, 0.005704, -0.027287, 0.086538, -0.022816, 0.02337, 0.077008, -0.077816, 0.056697, -0.126389, -0.043283, -0.02678, 0.016557, -0.046257, 0.049562, 0.0161, -0.094085, -0.056323, 0.003157, -0.116632, -0.034341, -0.084065, -0.053665, 0.021105, 0.058724, 0.023622, 0.144062, 0.059484, -0.019483, -0.057288, 0.033326, 0.06351, 0.100832, 0.136946, -0.021736, -0.129037, -0.068655, -0.012297, 0.035648, -0.020642, 0.032941, 0.0126, 0.080814, 0.03169, 0.148051, 0.018903, 0.061558, 0.082082, -0.009375, 0.010014, 0.051702, -0.135708, 0.02695, -0.009344, -0.064253, 0.047126, -0.05026, 0.131602, -0.032851, -0.080469, -0.038589, -0.050844]
        },
        {
          "name": "eia_search_routes",
          "description": "Fuzzy text search across route names, descriptions, and category labels. Resolves natural-language queries like \"electricity retail sales by state\" or \"natural gas imports\" to matching route paths. STEO series names are indexed so queries like \"ethanol net imports\" or \"crude oil production forecast\" also resolve. Results include isLeaf so you know whether to browse further or query directly. Results with score > 0.5 are weak matches — try a more specific query or use eia_browse_routes to explore the taxonomy.",
          "embedding": [-0.009554, -0.059299, 0.027885, -0.005165, 0.05561, 0.024207, 0.00913, 0.181476, 0.003683, -0.073721, -0.085201, 0.063822, -0.020641, 0.010883, 0.030449, -0.058105, -0.062294, 0.096065, 0.017774, -0.043577, -0.056729, 0.084749, 0.117074, 0.048638, -0.035753, -0.103835, -0.044499, -0.000188, -0.061469, 0.073196, -0.033829, 0.111757, -0.048662, 0.060423, 0.037363, 0.02615, -0.097535, -0.048581, -0.05948, -0.03424, -0.172412, -0.063547, -0.042507, 0.038313, 0.031836, 0.016059, -0.138012, 0.030528, -0.068716, 0.013831, -0.071604, -0.032693, 0.028205, 0.007698, 0.045764, 0.034934, 0.088971, -0.084083, 0.118186, -0.00619, 0.101332, 0.043795, -0.068728, -0.027206, 0.036856, -0.131605, -0.122519, 0.041486, -0.04796, 0.06293, 0.067306, 0.081187, 0.012302, 0.016797, 0.04337, -0.013391, -0.073481, -0.010921, -0.021508, 0.052837, 0.048715, 0.055837, 0.059822, -0.047052, 0.020505, 0.051539, 0.111977, -0.017809, -0.011042, 0.096839, 0.019335, -0.054834, -0.095288, 0.015008, 0.0797, -0.055799, 0.048286, -0.002284, -0.014916, -0.002002, -0.10738, 0.025832, 0.083252, -0.04743, -0.041912, -0.001816, 0.036212, -0.045144, -0.005442, 0.046799, -0.036588, 0.09625, -0.070515, 0.029172, -0.011063, 0.048993, -0.006556, 0.038998, 0.010991, 0.063369, 0.048416, 0.022106, -0.006879, -0.016451, 0.015537, 0.018963, 0.103114, -0.015794, 0.031666, 0.044267, 0.065836, -0.074785, 0.030126, 0.046173, -0.106003, -0.002853, -0.011515, -0.028264, 0.051595, 0.063317, -0.0775, -0.051962, 0.054825, -0.060882, -0.039096, 0.070365, -0.047104, -0.070838, -0.073041, 0.112969, -0.089654, 0.023456, -0.011918, 0.030508, -0.072779, 0.064175, 0.071896, 0.024218, 0.002295, -0.070898, 0.010937, 0.001957, 0.036938, -0.072681, 0.065989, 0.001224, 0.006757, 0.108566, 0.094113, -0.025335, 0.046773, -0.029054, 0.068065, -0.00236, 0.065496, 0.007935, 0.050063, 0.071849, 0.02701, 0.036944, 0.015971, 0.037403, -0.019256, 0.013325, -0.084507, 0.039355, 0.099614, 0.003923, 0.106221, 0.026483, 0.009049, -0.090113, 0.16158, -0.062476, -0.013393, 0.000875, 0.018445, 0.002003, 0.017285, -0.012, 0.121633, -0.089546, 0.12928, -0.08042, -0.02536, 0.015451, -0.005643, -0.02052, 0.048502, 0.006375, -0.08255, -0.142738, 0.040657, -0.143131, -0.028437, -0.038915, -0.005433, 0.065288, -0.002129, 0.050085, 0.131794, 0.056678, -0.079545, -0.051475, -0.060765, 0.03511, 0.13917, 0.095512, -0.000309, -0.14356, 0.023143, 0.025432, 0.081706, -0.028201, -0.000775, -0.023038, 0.087338, 0.001713, 0.086412, 0.003692, 0.013338, 0.069768, -0.02317, 0.066735, 0.116527, -0.105181, 0.029624, -0.059131, -0.05352, -0.043864, -0.039262, 0.131438, -0.035996, -0.04603, 0.003391, -0.005664]
        },
        {
          "name": "eia_query_route",
          "description": "Fetches data from a leaf route with optional facet filters, date range, frequency, and column selection. Use eia_describe_route first to discover valid facet IDs, facet values, column IDs, and frequency codes. Data values are strings in the response (EIA API returns all numeric values as strings, e.g. \"9.13\"); cast to DOUBLE in SQL when arithmetic is needed. Returns a preview inline; large result sets (total > length) spill to a DataCanvas table when canvas is enabled — use the returned canvas_id and dataset name with eia_dataframe_query for SQL analysis. Pass the same canvas_id on subsequent eia_query_route calls to accumulate multiple route results into one canvas for cross-route joins.",
          "embedding": [0.015348, 0.020166, 0.115144, 0.043893, 0.113316, -0.004967, 0.03861, 0.126544, 0.010922, -0.018734, -0.074524, 0.057799, -0.042477, -0.009239, -0.024524, -0.107958, -0.009465, 0.061752, 0.00707, -0.043071, 0.0489, 0.013392, 0.117623, 0.066807, -0.042685, -0.06947, -0.090255, 0.029627, 0.025299, 0.054707, -0.108153, 0.082703, -0.012534, 0.074348, 0.067013, -0.000372, -0.058706, -0.047452, -0.108277, -0.021421, -0.089447, -0.050999, -0.052165, 0.082438, 0.109954, -0.0092, -0.197505, 0.058735, 0.002728, 0.068456, -0.042166, 0.079554, 0.026514, 0.063324, 0.077085, 0.004113, 0.098516, -0.052645, 0.03543, 0.004463, 0.088294, 0.011027, -0.011477, -0.032826, -0.004507, -0.068338, -0.053954, 0.039641, -0.017352, 0.050742, 0.043831, 0.045815, -0.008745, 0.044907, 0.01476, -0.072276, -0.041048, 0.033905, 0.054489, 0.039489, 0.040607, 0.053772, 0.046716, -0.060864, -0.003112, 0.034312, 0.122342, 0.038845, 0.001863, 0.063872, -0.007798, -0.059813, -0.068588, 0.039403, 0.073484, -0.081908, 0.112977, 0.010141, 0.0143, -0.033226, -0.046961, 0.084615, 0.033862, -0.03114, -0.054261, 0.012568, -0.110435, -0.117962, -0.035339, 0.03278, -0.016244, 0.08527, -0.038624, 0.033756, -0.044494, 0.058579, 0.008138, 0.086057, -0.038933, 0.026112, 0.099727, 0.068658, 0.000044, -0.051465, -0.069302, 0.025193, 0.109658, 0.001535, 0.056721, 0.019343, 0.069121, -0.082609, 0.068938, 0.008952, -0.03705, -0.041366, -0.031676, -0.026499, 0.060471, 0.093913, -0.070087, -0.04756, 0.025554, -0.038034, -0.002601, 0.118068, -0.054491, -0.075367, 0.006199, 0.071954, -0.079044, 0.018938, 0.039134, 0.042481, -0.058832, 0.034432, -0.001954, 0.023739, -0.074358, -0.091389, 0.078898, 0.008195, -0.00746, -0.057804, 0.086225, 0.103823, -0.040329, 0.003892, 0.077225, -0.074781, -0.037843, -0.06956, 0.016692, 0.003191, 0.081017, -0.020355, 0.041429, -0.008148, 0.052616, 0.051626, -0.006751, 0.024245, -0.009566, -0.002773, -0.059201, -0.030102, 0.088516, 0.01, 0.069129, 0.092865, -0.013345, -0.104026, 0.105884, -0.069386, 0.044937, -0.06338, -0.034102, 0.098319, 0.012179, 0.002617, 0.049198, -0.034294, 0.082889, -0.140448, -0.015658, -0.059905, 0.022135, 0.004725, 0.021463, -0.013224, -0.161558, -0.08198, -0.015503, -0.08434, -0.018469, -0.059776, -0.039124, 0.013726, 0.038162, 0.022306, 0.150963, 0.046726, 0.002635, -0.073453, 0.03041, 0.037975, 0.102851, 0.129151, -0.012376, -0.133877, -0.054325, 0.048169, 0.063316, -0.01491, 0.013199, -0.005227, 0.119672, 0.005349, 0.137639, -0.000788, 0.076414, 0.094712, -0.059674, -0.011561, 0.057057, -0.127219, 0.024285, -0.044224, -0.036946, -0.040568, -0.088403, 0.116225, -0.062944, -0.07456, -0.009876, -0.002162]
        },
        {
          "name": "eia_dataframe_describe",
          "description": "List canvas dataframes (df_<id>) materialized by eia_query_route, with provenance, TTL, row count, and column schema. Lazy-sweeps expired tables before responding so the list is always current. Pass a specific name to inspect one dataframe; omit to list all active dataframes for this tenant.",
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        },
        {
          "name": "eia_dataframe_query",
          "description": "Run a single-statement SELECT against canvas dataframes registered by eia_query_route. Standard DuckDB SQL — joins, aggregates, window functions, CTEs all supported. Reference dataframes by the df_<id> handles returned by eia_query_route or listed by eia_dataframe_describe. Read-only: writes, DDL, DROP, COPY, PRAGMA, ATTACH, and external-file table functions are rejected. System catalogs (information_schema, pg_catalog, sqlite_master, duckdb_*) are denied at the bridge layer. EIA data values are VARCHAR — use CAST(col AS DOUBLE) for arithmetic and aggregation. Optional register_as chains results as a new dataframe with a fresh TTL.",
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        }
      ],
      "embedding": [0.026647, 0.053456, 0.086453, -0.002598, 0.068963, -0.018381, 0.008007, 0.156008, -0.004611, -0.060052, -0.060347, 0.085021, -0.03761, -0.023714, -0.01229, -0.101565, -0.071743, 0.046039, -0.045179, -0.053065, -0.055475, 0.051718, 0.067249, 0.037082, -0.078944, -0.08097, -0.084819, -0.020198, -0.078859, 0.051463, -0.169687, 0.080818, -0.044074, 0.049891, 0.069659, 0.06463, -0.073404, -0.042557, -0.053145, -0.010844, -0.11666, -0.045824, -0.016027, 0.04415, 0.07079, -0.037434, -0.140818, 0.044541, -0.041514, 0.017004, -0.061983, 0.084389, 0.038219, 0.030777, 0.027961, 0.064685, 0.08238, -0.076704, 0.021072, 0.024734, 0.119811, -0.008218, 0.001318, -0.072016, 0.064692, -0.148964, -0.05228, -0.016929, -0.053423, 0.07232, 0.057358, 0.060043, -0.022842, 0.029638, 0.037277, -0.090651, -0.036774, 0.06113, 0.04802, 0.067233, 0.066315, 0.058976, 0.010046, -0.086988, -0.037449, 0.050773, 0.108069, 0.021683, 0.030212, 0.131781, -0.000995, -0.020636, -0.059469, -0.002809, 0.095284, 0.007132, 0.014092, -0.032825, 0.000134, -0.010606, -0.081055, 0.053159, 0.045703, -0.004175, -0.10294, 0.007375, 0.007596, -0.082875, -0.034074, 0.027372, 0.039255, 0.067982, -0.053087, -0.006362, -0.062452, 0.056344, -0.016571, 0.063704, -0.015415, 0.050133, 0.108266, 0.028893, 0.050875, -0.000319, 0.016455, 0.015234, 0.115156, -0.020849, 0.090639, -0.005941, 0.114547, -0.000991, 0.092192, -0.017789, -0.039259, 0.014233, -0.097695, -0.095066, 0.023479, 0.057836, -0.051716, -0.046304, 0.019066, -0.033933, 0.000917, 0.071985, -0.085323, -0.082859, -0.06347, 0.133646, -0.080069, -0.02724, 0.039831, 0.094736, -0.067217, 0.014906, 0.076585, 0.019835, -0.048434, -0.056789, 0.060456, 0.026768, 0.017256, -0.041861, 0.063386, 0.07895, -0.041456, 0.063955, 0.077805, -0.057628, -0.014223, -0.082604, 0.053241, 0.071501, 0.076048, 0.022659, 0.076367, 0.069074, 0.064324, 0.042093, -0.009346, 0.006697, 0.014796, 0.068134, -0.05642, 0.021159, 0.062712, -0.01192, 0.104781, 0.000565, 0.021758, -0.134017, 0.064049, -0.101829, 0.050497, -0.015004, -0.020676, 0.039846, 0.024664, 0.005105, 0.097281, -0.046497, 0.085811, -0.069256, -0.057191, -0.049957, 0.011641, 0.028141, 0.049535, 0.009705, -0.075295, -0.03061, -0.0049, -0.093518, -0.016655, -0.040656, -0.110779, 0.019762, 0.082055, 0.041111, 0.194419, 0.037323, 0.032384, -0.040141, 0.022054, 0.068262, 0.123179, 0.120788, 0.021591, -0.102482, -0.026152, 0.044562, 0.020801, -0.036013, 0.050531, 0.010501, -0.00638, 0.037463, 0.08776, -0.016176, 0.063442, 0.038681, -0.001695, 0.003584, 0.064102, -0.107878, 0.025643, 0.004087, -0.070117, -0.022733, -0.115557, 0.106598, 0.045727, -0.081848, 0.002846, 0.032536]
    },
    {
      "name": "eurostat-mcp-server",
      "displayName": "Eurostat",
      "description": "Search and query 8,933 Eurostat datasets — EU economy, demography, trade, health, and NUTS regional data via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://eurostat.caseyjhand.com/mcp",
      "npm": "@cyanheads/eurostat-mcp-server",
      "github": "https://github.com/cyanheads/eurostat-mcp-server",
      "version": "0.1.9",
      "auth": "none",
      "keywords": [
        "economy",
        "economics",
        "europe",
        "european union",
        "EU statistics",
        "demographics",
        "trade",
        "population",
        "european data",
        "eurozone",
        "european economy",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "eurostat",
        "eu",
        "statistics",
        "open-data",
        "nuts",
        "gdp",
        "demography"
      ],
      "tools": [
        {
          "name": "eurostat_search_datasets",
          "description": "Search the Eurostat catalogue (8,933 datasets) by keyword. Returns matching datasets with codes, descriptions, period coverage, and theme breadcrumbs. Use this to discover dataset codes before calling eurostat_get_dataset_info or eurostat_query_dataset. Results are limited to datasets and predefined tables — folders are excluded.",
          "embedding": [-0.010202, 0.086691, 0.093056, 0.021519, 0.093636, 0.093578, 0.025283, 0.068314, -0.146712, 0.002476, -0.104702, -0.045267, 0.02465, -0.021254, 0.055968, -0.056402, 0.014446, 0.020961, 0.077303, -0.004182, 0.007462, 0.113278, 0.067239, -0.019122, -0.046018, -0.090388, -0.042642, -0.005345, -0.09669, 0.008034, -0.151582, 0.147232, 0.038866, -0.020986, -0.051587, 0.049442, -0.010647, 0.029629, 0.020498, -0.115353, -0.038726, -0.121632, 0.009895, 0.056995, 0.022934, -0.028975, -0.136596, 0.09182, 0.012299, 0.055992, -0.089533, 0.04183, 0.036056, 0.065512, -0.046314, -0.026198, 0.025695, -0.126472, 0.066902, 0.000661, 0.057039, 0.02445, 0.052902, -0.004463, 0.07663, -0.006626, -0.059038, 0.028178, 0.018827, -0.023766, 0.080163, -0.033037, 0.058265, -0.022512, -0.004349, -0.080965, -0.029235, 0.012482, 0.080039, -0.032031, 0.056154, 0.065503, 0.149797, -0.09112, 0.112718, -0.006218, 0.045174, -0.024911, -0.049118, 0.086274, 0.010787, -0.067933, -0.017969, -0.03405, -0.041378, -0.060187, 0.001036, 0.045288, 0.015438, 0.033233, -0.000334, 0.078275, 0.030556, -0.075338, -0.047777, -0.106917, -0.00852, -0.045712, -0.051197, 0.036314, -0.015638, -0.086261, -0.0409, 0.005768, 0.001195, 0.153024, -0.000704, 0.029321, -0.057886, 0.067979, -0.0605, -0.013989, -0.072092, 0.049674, 0.056264, 0.022515, 0.117512, 0.043622, 0.082754, -0.027017, 0.03647, -0.028097, -0.121478, 0.015013, -0.020325, 0.046734, 0.010801, 0.055184, 0.088053, 0.097989, -0.000748, 0.010051, -0.081629, 0.042871, 0.005425, -0.019046, -0.049537, -0.036038, 0.000829, 0.083076, -0.033186, 0.010026, 0.082592, -0.063483, 0.029684, 0.022192, 0.067349, -0.000445, -0.05428, -0.046713, 0.013191, 0.029622, -0.022095, -0.079738, 0.054595, -0.004056, -0.012014, 0.063505, 0.016606, 0.014855, -0.095072, -0.100514, 0.130028, 0.07655, 0.083329, -0.000229, 0.209003, 0.039508, 0.074461, 0.02938, -0.051644, -0.071333, 0.023228, 0.008656, -0.009621, -0.028118, 0.08933, 0.024457, 0.052697, 0.033387, 0.052668, -0.131238, 0.027924, -0.047843, 0.015578, 0.041261, 0.046561, 0.01525, 0.06008, 0.000856, -0.082921, -0.037249, 0.141489, -0.021758, 0.000722, 0.000507, -0.04288, -0.048408, 0.023258, -0.016032, 0.038624, -0.078911, 0.016716, -0.064554, -0.010548, 0.022795, -0.009236, 0.059192, 0.116582, 0.016036, 0.179845, 0.018339, 0.00911, 0.052744, -0.111795, 0.023982, 0.145868, 0.090997, 0.078724, -0.100251, -0.055634, 0.0797, 0.019341, 0.015425, 0.054982, -0.011494, -0.065761, 0.044981, -0.005468, 0.035212, 0.030216, 0.022901, 0.033812, -0.00488, 0.046623, -0.031538, 0.055251, -0.037635, 0.002647, -0.007074, 0.055121, -0.007327, -0.062158, -0.115464, -0.104553, 0.087239]
        },
        {
          "name": "eurostat_browse_themes",
          "description": "Navigate the Eurostat theme tree. Without theme_code returns the 11 top-level theme folders (Economy, Population, Transport, etc.) — the practical starting points. With a theme_code returns its immediate children: subtheme folders and datasets in that branch. Use this for structured discovery when you know the domain but not the dataset code, or to drill down from a broad topic to a specific dataset. Pair with eurostat_search_datasets for keyword-based discovery.",
          "embedding": [0.051542, 0.032999, 0.071363, 0.028946, 0.12433, 0.091474, 0.033908, 0.105194, -0.110095, -0.03776, -0.128663, -0.021445, 0.006708, 0.017849, 0.078836, -0.0395, -0.012046, -0.080538, -0.003001, -0.047192, -0.007475, 0.057781, 0.074814, 0.045331, -0.052112, -0.121723, -0.030802, 0.021068, -0.109981, 0.049551, -0.123897, 0.122449, -0.015651, 0.004847, -0.015468, 0.039194, 0.008754, -0.023555, 0.026829, -0.08844, -0.043511, -0.138259, -0.058033, 0.064184, 0.03423, -0.077102, -0.138811, 0.09169, -0.064156, 0.088364, -0.101102, 0.023739, 0.073507, 0.074539, -0.009892, -0.075261, 0.032232, -0.025408, 0.099982, -0.014237, 0.028779, -0.010694, 0.019571, 0.006386, 0.060081, -0.018632, -0.132047, 0.027159, 0.043059, -0.039755, 0.028787, -0.030185, 0.052327, -0.051283, -0.000235, -0.021767, -0.04545, 0.051347, 0.008229, -0.033228, 0.027929, 0.091693, 0.117377, -0.02165, 0.116459, 0.007781, 0.094179, -0.033545, -0.080184, 0.091022, 0.009786, -0.078386, -0.005494, 0.034149, -0.030285, -0.06918, -0.027378, 0.024071, 0.048603, -0.004778, -0.039431, 0.070913, -0.048801, -0.139136, -0.042657, -0.114954, -0.042391, -0.028782, -0.085582, 0.022582, -0.037591, -0.083699, -0.081941, 0.030396, 0.071142, 0.136116, -0.053358, -0.013106, -0.046142, 0.016055, 0.007145, -0.005664, -0.041135, 0.031389, 0.030426, -0.001779, 0.106433, 0.072585, 0.083826, -0.040849, 0.021052, -0.025495, -0.0564, -0.003388, 0.011648, 0.040318, -0.040937, -0.005698, 0.118014, 0.072075, -0.011241, 0.041451, -0.090883, -0.041608, -0.039587, -0.037725, -0.110281, -0.047893, 0.0075, 0.066139, 0.029117, -0.016759, 0.0948, -0.057732, 0.02337, 0.073648, 0.072667, -0.032965, -0.021499, -0.034706, 0.016875, 0.012689, -0.027693, -0.054566, 0.061662, -0.004133, -0.014114, 0.058561, 0.055987, -0.032092, -0.089631, -0.096008, 0.158591, 0.074076, 0.094261, -0.029582, 0.153712, 0.017476, 0.076843, 0.031482, -0.08916, -0.054661, 0.042819, -0.038093, -0.038124, -0.024427, 0.088248, 0.033242, -0.01742, -0.0172, -0.022774, -0.133157, 0.092972, -0.049396, 0.002534, 0.075179, 0.01097, -0.015597, 0.084992, 0.009448, -0.008676, 0.012039, 0.121249, -0.024006, 0.018021, -0.006157, -0.050914, -0.028464, 0.036598, -0.022423, -0.004477, -0.023722, -0.004327, -0.051889, 0.042797, 0.006132, -0.028805, 0.045368, 0.033434, 0.024603, 0.113931, -0.038771, -0.022892, 0.041778, -0.127677, 0.055066, 0.122193, 0.090588, 0.119992, -0.083935, -0.114047, 0.08522, -0.032399, 0.036051, 0.037796, 0.028415, -0.020249, 0.031406, 0.008584, -0.0301, 0.044446, 0.005068, -0.069288, -0.092123, 0.071245, -0.072768, 0.025066, -0.016891, -0.027485, 0.047661, -0.005365, 0.070603, 0.002662, -0.134791, -0.046726, 0.068306]
        },
        {
          "name": "eurostat_get_dataset_info",
          "description": "Fetch metadata for a Eurostat dataset: dimensions with valid values, time range, observation count, and last-update date. Call this before eurostat_query_dataset to discover what dimension codes are valid (unit, na_item, geo, etc.). Returns up to 10 sample values per dimension for orientation; use eurostat_get_dimension_values to list the full set for large dimensions.",
          "embedding": [0.025935, 0.048092, 0.102574, 0.023939, 0.087437, 0.038203, -0.000765, 0.089146, -0.125376, 0.040156, -0.087067, -0.066768, 0.020085, -0.007572, 0.041646, -0.017973, 0.050689, 0.022423, 0.032034, -0.019488, 0.030403, 0.030136, 0.049982, 0.014487, -0.031091, -0.095762, -0.03362, -0.013212, -0.056173, -0.016558, -0.193915, 0.13994, 0.000817, -0.027244, -0.014054, 0.091847, 0.025673, 0.036501, 0.003566, -0.110729, -0.006082, -0.079814, -0.002301, 0.104623, -0.001093, -0.056327, -0.109761, 0.068876, 0.038777, 0.08351, -0.064492, 0.067491, -0.017118, 0.084847, -0.02357, -0.03717, 0.071061, -0.078592, 0.077568, -0.018396, 0.021106, 0.015662, 0.056049, -0.055925, 0.056879, -0.028555, -0.027379, 0.055619, 0.065977, -0.036896, 0.006809, -0.005339, 0.011535, 0.016779, 0.012229, -0.115381, -0.015932, -0.005426, 0.112047, -0.044514, 0.001234, 0.055888, 0.149282, -0.102907, 0.064238, 0.012209, 0.088016, -0.025897, -0.060727, 0.111941, -0.01055, -0.078111, -0.013728, -0.02352, -0.045076, -0.027749, -0.01875, 0.076164, 0.030842, 0.001859, -0.025846, 0.075636, -0.02265, -0.090765, -0.004919, -0.10967, -0.04191, -0.068795, -0.045452, 0.016904, -0.031232, -0.013801, -0.024088, 0.024924, 0.029629, 0.109688, 0.015353, 0.064622, -0.031484, 0.07386, -0.042799, 0.004568, -0.08947, 0.019437, 0.049245, 0.014522, 0.151264, 0.035894, 0.083372, -0.014598, 0.008452, -0.057868, -0.065462, 0.025058, -0.007516, 0.023845, -0.037888, -0.022726, 0.119523, 0.082601, -0.009419, -0.012049, -0.131669, 0.01879, 0.003931, -0.023936, -0.021984, -0.044611, 0.031803, 0.089976, -0.018458, 0.055918, 0.081936, -0.064408, 0.04908, -0.038705, -0.003382, 0.066054, -0.122959, -0.042859, -0.008597, 0.028713, -0.024835, -0.068278, 0.088373, 0.004405, -0.037373, 0.071043, 0.08191, -0.043818, -0.032462, -0.054251, 0.142638, 0.0595, 0.060031, -0.014982, 0.200254, -0.001488, 0.099703, 0.0096, -0.061964, -0.042961, 0.013634, 0.045306, 0.051731, -0.006214, 0.10259, 0.006209, 0.04757, -0.000307, 0.045214, -0.105622, 0.034928, -0.103133, 0.06675, 0.052106, 0.035834, 0.060934, 0.014106, 0.014815, -0.073132, -0.008222, 0.097932, 0.042489, 0.047407, -0.000518, 0.040882, -0.045029, 0.019855, 0.052655, -0.003538, -0.058964, 0.021516, -0.061794, -0.096527, 0.01686, -0.024849, 0.035638, 0.076069, 0.002757, 0.224603, 0.011404, 0.009757, 0.018378, -0.096401, 0.037222, 0.130382, 0.125438, 0.08594, -0.109207, -0.084212, 0.078568, -0.028457, -0.00419, 0.006343, -0.006543, -0.053052, 0.047689, 0.039997, 0.008183, 0.023381, 0.022742, 0.029691, -0.038102, 0.030774, -0.072405, 0.087267, -0.042673, -0.032429, 0.048031, 0.004993, 0.054509, 0.002693, -0.131217, -0.099692, 0.03676]
        },
        {
          "name": "eurostat_get_dimension_values",
          "description": "List all valid values for a specific dimension in a Eurostat dataset (e.g., all unit codes for nama_10_gdp, all geo codes for a regional dataset). Use this when eurostat_get_dataset_info returns more values than the 10-item sample, or to confirm exact codes before querying. For the \"geo\" dimension, use geo_level to filter by NUTS hierarchy (country, nuts1, nuts2, nuts3). Invalid dimension_value codes passed to eurostat_query_dataset silently return no data; use this tool to verify codes first.",
          "embedding": [0.027254, 0.020878, 0.092398, 0.060743, 0.07802, 0.097251, 0.06036, 0.124351, -0.125062, 0.061532, -0.088423, -0.100003, -0.009347, -0.010994, 0.039964, 0.005302, 0.015034, 0.012432, 0.032234, -0.013502, 0.031811, 0.023386, 0.04261, 0.002791, -0.031685, -0.081472, -0.035746, -0.033774, -0.039861, -0.022152, -0.128614, 0.171978, -0.034386, -0.025038, 0.020339, 0.083684, 0.032424, -0.017083, 0.014142, -0.084735, 0.005404, -0.088975, -0.01778, 0.06103, 0.027385, -0.050265, -0.097552, 0.069076, 0.034095, 0.093412, -0.050259, 0.059144, -0.030544, 0.075684, -0.024284, -0.046564, 0.084018, -0.060117, 0.105214, 0.01197, -0.025522, 0.017565, 0.023043, -0.058468, 0.056616, -0.0078, -0.014441, 0.066481, 0.056023, -0.025712, -0.028389, -0.031905, -0.019073, -0.001571, 0.027571, -0.087299, -0.041237, -0.020886, 0.081041, -0.035031, -0.042732, 0.045395, 0.113316, -0.077473, 0.061419, -0.002098, 0.108953, -0.029504, -0.052064, 0.119776, -0.048488, -0.075783, -0.017337, -0.007167, -0.045794, -0.008529, -0.023944, 0.053003, 0.051534, -0.026436, -0.048835, 0.096972, 0.011126, -0.104824, -0.052098, -0.11022, 0.020256, -0.04441, -0.063629, 0.0227, -0.057304, -0.013892, 0.006083, 0.026887, 0.034085, 0.101406, -0.01904, 0.083908, -0.001363, 0.088751, 0.001794, 0.023363, -0.102104, 0.016328, 0.115849, -0.036515, 0.125079, 0.033677, 0.087007, 0.016672, -0.036735, -0.019947, -0.09937, 0.04145, 0.017273, -0.009807, -0.060478, -0.023502, 0.111382, 0.062586, 0.000539, -0.007936, -0.157666, -0.022192, -0.056446, -0.015041, -0.00497, 0.001778, 0.0867, 0.090818, -0.004925, 0.047426, 0.101054, -0.040741, 0.028232, -0.021797, -0.009037, 0.069694, -0.082891, -0.019819, -0.001603, 0.007872, -0.04239, -0.103478, 0.054707, 0.028566, 0.004737, 0.026342, 0.075097, 0.01327, -0.034685, -0.065615, 0.125412, 0.003797, 0.070031, -0.075206, 0.169254, 0.029327, 0.108582, 0.019013, -0.089069, -0.043438, 0.001799, 0.071056, 0.06338, -0.016171, 0.111687, -0.00345, 0.040323, 0.050063, 0.002904, -0.069219, 0.065773, -0.096534, 0.016388, 0.068078, 0.024312, 0.053055, 0.036146, -0.030629, -0.08709, 0.026064, 0.102973, 0.023392, 0.058377, 0.017166, 0.004794, -0.022616, 0.065057, 0.049941, -0.028706, -0.067776, 0.012769, -0.067119, -0.039735, 0.040854, -0.011799, 0.073477, 0.100834, -0.023859, 0.178192, 0.008731, -0.021856, 0.030042, -0.080113, 0.024922, 0.140379, 0.168765, 0.089073, -0.106777, -0.09557, 0.103148, -0.013816, -0.020316, -0.01151, -0.02797, -0.006709, 0.035225, 0.064948, 0.024423, 0.025811, 0.075467, 0.009789, -0.032813, 0.005533, -0.07277, 0.107676, -0.057375, -0.027438, 0.015208, -0.023265, 0.082657, 0.000907, -0.108115, -0.085031, -0.004245]
        },
        {
          "name": "eurostat_query_dataset",
          "description": "Fetch statistical data from a Eurostat dataset with dimension filters. Returns decoded observations with dimension codes and labels, numeric values, and status flags (e.g., \"p\" = provisional, \"e\" = estimated). Call eurostat_get_dataset_info first to discover valid dimension codes and values. Apply filters to keep the result set manageable — large unfiltered queries may trigger an async response error. Use filters.geo for specific country/region codes, or geo_level for NUTS hierarchy filtering (mutually exclusive). Use last_n_periods for the N most recent periods without knowing the end date.",
          "embedding": [0.009574, 0.038516, 0.125034, 0.042285, 0.08526, 0.069214, 0.028119, 0.0823, -0.117867, 0.038231, -0.119921, -0.061478, -0.034197, -0.016063, 0.025603, -0.051897, 0.039315, -0.009993, 0.046642, -0.051269, 0.043761, 0.032392, 0.027427, 0.001328, -0.014381, -0.085198, -0.041938, -0.025757, -0.091838, -0.006761, -0.118073, 0.150385, 0.008146, -0.01887, 0.00128, 0.043383, -0.010572, -0.035279, 0.01858, -0.0907, -0.0295, -0.086329, -0.020344, 0.069615, 0.020483, -0.069279, -0.163705, 0.096365, 0.015567, 0.083316, -0.0856, 0.09687, -0.002359, 0.111209, -0.034233, -0.04238, 0.087902, -0.096808, 0.071969, -0.019971, 0.024876, 0.003844, 0.029835, -0.044458, 0.048399, -0.007388, -0.049695, 0.006932, 0.030731, -0.037727, 0.039883, -0.052239, 0.01761, 0.023288, 0.00678, -0.066817, -0.018146, 0.024257, 0.081364, -0.028771, -0.012972, 0.051569, 0.168933, -0.082579, 0.086658, 0.00769, 0.083902, -0.023817, -0.054094, 0.104635, -0.016106, -0.067235, -0.00827, -0.009163, -0.026163, -0.02888, -0.012386, 0.068895, 0.014932, -0.03566, -0.028361, 0.104191, 0.033255, -0.089699, -0.009576, -0.082551, -0.025083, -0.079383, -0.043362, 0.013769, -0.004253, 0.00555, -0.005577, 0.011138, -0.026617, 0.10707, -0.010826, 0.065226, -0.029296, 0.05014, -0.020157, 0.026003, -0.083245, 0.020718, 0.058726, -0.017272, 0.159383, 0.04717, 0.118144, -0.018222, 0.060187, -0.02214, -0.111549, 0.038132, 0.01496, 0.015586, -0.015101, -0.064917, 0.065573, 0.055387, -0.021201, -0.017543, -0.124481, 0.021836, -0.008976, -0.01833, -0.038292, -0.007152, 0.084997, 0.06844, -0.026631, 0.01258, 0.121781, -0.073618, -0.00933, -0.03794, 0.024888, 0.013612, -0.080507, -0.045676, 0.03164, 0.070822, -0.030259, -0.12352, 0.077164, 0.031758, -0.009847, 0.031981, 0.0513, -0.021174, -0.076245, -0.044976, 0.123864, 0.010249, 0.102984, -0.019043, 0.198831, 0.028772, 0.090871, 0.043914, -0.077772, -0.033267, 0.000058, 0.022955, 0.007221, -0.034124, 0.112308, -0.007593, 0.027486, 0.050674, 0.005158, -0.111857, 0.074415, -0.073542, 0.014705, 0.038163, 0.038655, 0.028842, 0.033256, 0.016579, -0.061775, 0.025454, 0.127015, -0.017163, 0.011918, 0.00586, 0.002557, -0.034517, 0.066631, 0.018013, -0.089939, -0.104842, 0.025269, -0.075113, -0.038096, 0.017121, -0.033757, 0.023259, 0.10267, -0.023267, 0.178677, -0.014652, 0.027215, 0.062185, -0.08616, 0.013603, 0.155503, 0.088983, 0.129769, -0.112192, -0.081828, 0.076345, 0.022588, -0.001517, 0.033442, -0.035075, -0.06066, 0.033282, 0.019116, 0.013467, 0.05631, 0.054066, -0.032746, -0.019335, 0.050052, -0.066504, 0.11544, -0.063927, -0.028189, -0.015098, -0.011169, 0.0563, -0.019099, -0.107273, -0.026086, 0.04548]
        }
      ],
      "embedding": [0.017234, 0.112105, 0.111916, -0.030718, 0.117461, 0.06759, 0.014654, 0.070486, -0.131929, -0.005899, -0.104424, -0.059849, 0.000846, -0.044565, 0.015367, -0.0143, -0.043104, -0.047372, 0.06655, -0.07168, -0.011023, 0.053889, 0.067179, 0.016747, -0.060784, -0.110068, -0.046114, -0.021495, -0.081556, -0.011158, -0.135715, 0.15962, -0.008929, 0.014343, 0.004179, 0.043976, 0.029048, 0.055949, -0.002351, -0.101524, -0.031259, -0.05987, 0.030315, 0.051661, 0.012172, -0.043279, -0.140686, 0.082277, -0.010705, 0.123085, -0.122141, 0.069221, 0.029201, 0.066168, -0.037461, -0.019999, 0.040342, -0.122914, 0.067408, 0.002709, 0.059237, -0.028778, 0.006464, -0.027304, 0.050291, -0.066343, -0.025721, -0.004559, -0.002868, -0.01639, 0.043302, -0.016691, 0.039411, -0.008232, 0.005361, -0.118654, -0.027071, 0.00892, 0.074658, -0.040331, 0.028972, 0.047507, 0.149279, -0.071053, 0.057594, -0.023003, 0.088359, -0.012228, -0.096262, 0.11358, -0.014746, -0.025246, -0.057923, -0.021541, -0.003567, -0.007054, -0.018681, -0.019173, 0.01371, 0.015591, 0.042409, 0.098289, 0.055941, -0.061711, -0.002333, -0.09494, -0.012645, -0.050583, -0.054, 0.067744, 0.015003, -0.010208, -0.031836, 0.015136, -0.014768, 0.160177, -0.047158, 0.023293, -0.018659, 0.043268, -0.024886, -0.020603, -0.098589, 0.051444, 0.062263, -0.022396, 0.128742, 0.000066, 0.112938, -0.041396, 0.063526, -0.019319, -0.127239, -0.0154, -0.02969, 0.027455, -0.028554, -0.028283, 0.087388, 0.093764, -0.06275, 0.029402, -0.083867, 0.011918, 0.009104, -0.050004, -0.059501, -0.013859, 0.041388, 0.049504, -0.092209, -0.036753, 0.146284, -0.04968, 0.001214, 0.053036, 0.057773, -0.008304, -0.020609, -0.059864, 0.05315, -0.012639, 0.008232, -0.15001, 0.074856, 0.013934, -0.016003, 0.064224, 0.025071, -0.008072, -0.030355, -0.093784, 0.126526, 0.055726, 0.046692, 0.033659, 0.17211, 0.054115, 0.083464, 0.040325, -0.054195, -0.05106, 0.019714, 0.032669, -0.028426, -0.03931, 0.097394, 0.027966, 0.031774, 0.031958, 0.092511, -0.168737, 0.061012, -0.043085, 0.049501, 0.0436, 0.001765, -0.009351, 0.050846, 0.016732, -0.075707, -0.017869, 0.108536, 0.001071, 0.013149, -0.044857, -0.04666, 0.000435, 0.027471, 0.004172, -0.030681, -0.019276, 0.027671, -0.053869, -0.037259, -0.005257, -0.041914, 0.021468, 0.072723, 0.023102, 0.162027, -0.010307, 0.055159, 0.050371, -0.081655, 0.029806, 0.157031, 0.101201, 0.116552, -0.0988, -0.032334, 0.073013, 0.014491, 0.03843, 0.054009, 0.007455, -0.094333, 0.026146, -0.009709, -0.025623, 0.063045, 0.023507, -0.019944, -0.079237, 0.021504, -0.043938, 0.046846, -0.036075, 0.001086, -0.002212, 0.004199, 0.055965, -0.033829, -0.106084, -0.020388, 0.052708]
    },
    {
      "name": "fcc-broadband-mcp-server",
      "displayName": "FCC Broadband",
      "description": "Access FCC broadband availability, coverage analysis, and digital divide data for US geographies and census blocks via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://fcc-broadband.caseyjhand.com/mcp",
      "npm": "@cyanheads/fcc-broadband-mcp-server",
      "github": "https://github.com/cyanheads/fcc-broadband-mcp-server",
      "version": "0.1.5",
      "auth": "none",
      "keywords": [
        "broadband",
        "internet access",
        "internet coverage",
        "internet service providers",
        "ISPs",
        "connectivity",
        "digital divide",
        "broadband availability",
        "telecommunications",
        "internet speed",
        "rural internet",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "fcc",
        "internet-access",
        "digital-divide",
        "bead",
        "census-block",
        "broadband-equity",
        "open-data"
      ],
      "tools": [
        {
          "name": "fcc_geocode_block",
          "description": "Converts a latitude/longitude coordinate to a 15-digit census block FIPS code, plus county FIPS, county name, state FIPS, state code, and state name. This is the required prerequisite for fcc_search_availability since the broadband dataset is indexed by census block, not address. Uses the FCC public Geo API — no authentication required.",
          "embedding": [0.039748, 0.05516, 0.107958, 0.053842, 0.146069, 0.149938, 0.014845, 0.037856, -0.070433, 0.027279, -0.066439, -0.11593, -0.098131, -0.120793, 0.037449, 0.077057, 0.064791, -0.089881, -0.00596, -0.001525, -0.041755, 0.057821, 0.050053, 0.055237, -0.050056, -0.017704, 0.012978, -0.020671, 0.063841, 0.091439, -0.028842, 0.059551, -0.003094, 0.085872, -0.046723, 0.016241, -0.039059, -0.013428, -0.056137, -0.011869, -0.040717, -0.054237, -0.024199, 0.036139, -0.055835, 0.035453, -0.126021, 0.089255, 0.014261, -0.0041, -0.129603, -0.018454, -0.017155, 0.101328, 0.06282, -0.045051, 0.01347, -0.098319, 0.08597, 0.047598, 0.077363, -0.063785, 0.020924, -0.026953, 0.011396, 0.004455, -0.134909, -0.030389, -0.043854, 0.035531, 0.022616, -0.039627, 0.066423, 0.089437, -0.032933, -0.062903, -0.050427, 0.112673, 0.174749, 0.069513, -0.072581, 0.077756, 0.011397, -0.111627, 0.026501, -0.073774, 0.051164, -0.012439, 0.015656, 0.107093, 0.0215, -0.026233, -0.045661, -0.082248, 0.052239, -0.070111, 0.026631, 0.061116, -0.040825, -0.022802, -0.035381, -0.015086, 0.070172, 0.026916, -0.045031, 0.069891, -0.013563, -0.080929, -0.042005, -0.018677, 0.039523, 0.063739, -0.085388, 0.030904, -0.033411, 0.022581, 0.055758, 0.088915, 0.000336, 0.065443, -0.033195, 0.050482, -0.04068, 0.022805, 0.091253, 0.058116, 0.046865, 0.063729, 0.021204, 0.065025, -0.035712, -0.021346, 0.016132, 0.040599, 0.111541, -0.00604, -0.097667, -0.021341, 0.032015, -0.043421, -0.01491, 0.036651, -0.110502, -0.102223, -0.029793, -0.00224, -0.064254, -0.026246, -0.078627, 0.063948, 0.016021, 0.028362, 0.037345, 0.014861, -0.066161, -0.041571, 0.144194, 0.051007, -0.039008, 0.032045, 0.01584, 0.019276, -0.066093, -0.113922, 0.048981, 0.032145, 0.121283, 0.038375, 0.068752, -0.019072, -0.097949, -0.090156, 0.030902, 0.025133, 0.02634, -0.031841, 0.129853, 0.033425, -0.009169, -0.025393, 0.021187, -0.055, 0.074631, 0.090937, -0.017944, 0.009516, 0.12076, 0.008492, 0.005423, 0.057078, 0.042383, -0.118181, -0.018798, -0.11349, -0.012493, -0.005887, -0.039145, 0.057176, 0.092196, 0.061579, -0.017431, -0.0181, 0.162368, -0.103337, -0.031741, -0.009457, -0.005278, -0.008298, 0.088956, -0.043495, -0.001475, -0.030737, -0.047416, -0.05779, -0.025564, 0.009931, 0.013778, 0.018127, 0.107075, -0.035867, 0.143368, -0.026974, 0.043963, 0.003931, -0.071856, 0.056911, 0.106527, 0.117407, 0.074141, -0.002488, -0.104579, 0.01911, 0.049726, -0.061415, 0.1039, 0.011396, 0.004965, -0.003934, 0.075116, 0.009624, -0.026952, 0.011536, 0.077026, -0.090347, 0.034115, -0.053882, 0.000949, -0.043334, 0.010189, 0.081982, -0.033305, 0.044189, -0.013725, -0.092721, 0.031357, 0.068738]
        },
        {
          "name": "fcc_search_availability",
          "description": "Queries broadband providers and advertised speeds at a census block from FCC Form 477 data (as of June 2021). Answers \"which ISPs serve this location and what speeds do they offer?\" — the core tool for address-level broadband lookup. Requires a 15-digit census block FIPS code; use fcc_geocode_block to convert coordinates first. Data reflects ISP-reported availability at the block level, which may overstate actual coverage for some addresses.",
          "embedding": [0.072323, 0.023914, 0.137328, 0.060608, 0.147021, 0.158697, 0.01169, 0.05386, -0.096081, -0.007298, -0.030642, -0.066152, -0.03969, -0.10778, -0.0055, 0.01358, 0.067373, -0.007787, 0.021483, -0.025747, -0.058404, 0.044277, 0.022583, 0.082817, -0.053095, -0.060074, 0.001452, -0.075767, -0.004325, 0.015806, -0.057234, 0.066173, 0.070637, 0.071168, -0.052153, 0.001327, -0.057333, -0.019304, -0.057594, -0.035002, -0.007916, -0.080609, -0.030979, 0.032925, -0.051672, 0.095917, -0.103791, 0.081903, -0.037392, 0.001944, -0.076592, 0.010037, -0.059468, 0.089765, 0.072035, -0.000462, 0.0444, -0.064017, 0.055545, 0.064777, 0.101274, -0.060101, 0.044353, -0.060787, 0.036783, -0.007399, -0.123043, -0.09374, 0.015501, 0.055546, 0.004832, -0.02066, 0.090699, 0.101808, -0.004921, -0.011158, -0.057015, 0.108826, 0.136456, 0.023223, -0.064137, 0.113541, -0.010161, -0.048695, 0.012213, -0.020543, 0.067448, 0.013733, 0.024672, 0.132378, 0.030866, -0.026382, 0.021379, -0.065039, 0.044011, -0.102952, -0.00232, 0.062777, -0.047658, -0.00249, -0.01559, -0.025805, 0.109041, -0.023155, -0.04934, 0.047369, -0.033849, -0.098538, -0.097264, 0.032569, 0.039569, 0.015614, -0.09479, -0.008621, -0.003722, 0.005128, 0.073642, 0.08538, -0.029785, 0.058391, -0.024078, 0.108255, 0.007627, 0.099315, 0.041457, 0.067294, 0.04934, 0.062057, 0.03851, 0.006071, -0.027029, -0.03989, 0.013871, 0.020515, 0.136035, -0.012193, -0.088115, -0.030252, 0.03167, -0.032957, -0.065286, 0.040582, -0.115174, -0.114626, 0.010745, -0.094476, -0.11704, -0.062124, -0.066904, 0.055162, -0.031506, 0.037089, 0.008605, -0.002235, 0.006179, -0.042331, 0.07303, 0.094823, -0.048774, 0.005881, -0.008692, 0.013832, -0.037026, -0.113505, 0.089599, 0.041716, 0.071014, 0.019349, 0.068108, -0.049683, -0.091042, -0.063695, 0.088194, 0.003474, 0.064812, -0.01767, 0.122936, 0.022546, -0.006795, 0.032987, -0.029215, -0.067666, 0.069559, 0.101723, -0.046528, 0.018875, 0.118393, 0.010496, 0.03271, 0.079276, 0.073735, -0.145457, 0.007328, -0.080565, -0.005876, 0.044056, 0.023462, 0.086534, 0.084266, 0.058324, 0.037264, -0.008582, 0.094865, -0.079206, -0.057501, 0.06187, -0.032161, -0.013686, 0.031084, -0.003421, 0.010549, -0.065078, -0.035812, -0.035526, -0.022983, -0.014745, 0.042834, 0.009096, 0.089766, -0.038032, 0.117569, 0.043172, 0.093562, -0.012528, -0.077277, 0.036137, 0.100196, 0.124174, 0.038214, -0.003215, -0.061201, 0.028459, 0.058634, -0.03793, 0.092622, 0.004088, -0.019142, -0.048023, 0.100844, 0.032066, -0.046949, -0.024614, 0.107166, -0.019343, -0.013134, -0.044699, 0.002858, -0.024338, 0.032494, 0.099351, -0.071804, 0.068042, 0.010986, -0.114636, 0.021115, 0.040071]
        },
        {
          "name": "fcc_get_coverage_summary",
          "description": "Returns a broadband coverage summary for a geography — population with zero, one, two, or three-plus providers at a given speed threshold, split by urban/rural and tribal/non-tribal segments. The primary tool for digital divide and equity analysis. Supports state, county, congressional district, census place, CBSA (metro area), tribal area, and national level. Data is from FCC Form 477 (as of June 2021). Use 100 Mbps as the speed threshold for BEAD program policy analysis.",
          "embedding": [0.06324, -0.016957, 0.110216, 0.002406, 0.185106, 0.109081, 0.008532, 0.034406, -0.087077, -0.058914, 0.011039, -0.038675, -0.011747, -0.086917, 0.010814, 0.059468, 0.02649, -0.09069, 0.010279, -0.013986, -0.060884, 0.021165, -0.005798, 0.04016, -0.042453, -0.037483, 0.028954, -0.019899, -0.024893, 0.047941, -0.026902, -0.000238, 0.036528, 0.08579, 0.008194, -0.019314, -0.084709, 0.051449, -0.047482, -0.014514, 0.069665, -0.056714, -0.098914, 0.023061, -0.020866, 0.08994, -0.109938, 0.071358, -0.054587, 0.03392, -0.057892, -0.022248, -0.002074, 0.092069, 0.054752, 0.003613, 0.056275, -0.06806, 0.031361, 0.001356, 0.064789, -0.062272, 0.069474, -0.091247, -0.004996, -0.046877, -0.103157, -0.037634, 0.013811, 0.027742, 0.005535, -0.038457, 0.06088, 0.110439, -0.026965, -0.009757, -0.062393, 0.055492, 0.124676, -0.005698, -0.091676, 0.153248, 0.057399, -0.017617, 0.00103, -0.045329, 0.084652, 0.04677, -0.034167, 0.133083, -0.027359, 0.012784, 0.014464, -0.014993, 0.058602, -0.130608, 0.04375, 0.05903, -0.004884, -0.041496, 0.020159, -0.006216, 0.059268, -0.064036, -0.098235, 0.055095, -0.071119, -0.042263, -0.132034, 0.104892, 0.10236, -0.035267, -0.110779, -0.061844, 0.049199, -0.046697, 0.029365, 0.136452, 0.021969, 0.09437, -0.039096, 0.102364, 0.033944, 0.046433, 0.027419, 0.074831, 0.043868, 0.059783, 0.04844, 0.014941, -0.050567, -0.029763, -0.006853, 0.021981, 0.03127, -0.083559, -0.037294, -0.008523, 0.062084, -0.01514, -0.036227, 0.047783, -0.097212, -0.172937, -0.056424, -0.060593, -0.091694, -0.029058, -0.083633, 0.042939, -0.041583, 0.052304, -0.027849, 0.000634, -0.014882, -0.012207, 0.02933, 0.048724, -0.016523, 0.043943, 0.064241, 0.018413, -0.057391, -0.066123, 0.079864, 0.055867, 0.06555, -0.015096, 0.081737, -0.007674, -0.041064, -0.066346, 0.028561, -0.027799, 0.052812, -0.046115, 0.094191, 0.024968, -0.044688, 0.056921, -0.020498, -0.047306, 0.099655, 0.005796, -0.075608, -0.051244, 0.134705, 0.066689, 0.035757, 0.144705, 0.070987, -0.164022, 0.034631, -0.096895, 0.060296, 0.059751, 0.06435, 0.066464, 0.080658, 0.057234, 0.035916, -0.005559, 0.090734, -0.058282, -0.013258, 0.049036, -0.001028, 0.007081, 0.02461, -0.052124, -0.030153, 0.008473, 0.005996, -0.050957, 0.012162, 0.015827, 0.080623, 0.060946, 0.11715, -0.042296, 0.068991, -0.01948, 0.072378, 0.064983, -0.09772, 0.018487, 0.088516, 0.146488, 0.034461, 0.006575, -0.047014, 0.02934, 0.080111, -0.039617, 0.085638, 0.016037, -0.021208, -0.004561, 0.120664, 0.016237, -0.041241, 0.012658, 0.08581, -0.067994, 0.012574, -0.013712, -0.004147, -0.062243, 0.019064, 0.060194, -0.01603, 0.083639, 0.042587, -0.093432, -0.050456, 0.075274]
        },
        {
          "name": "fcc_search_providers",
          "description": "Searches for ISPs by holding company name, filtered by state and technology type. Returns a deduplicated list of matching providers with hoconum identifiers for follow-up calls to fcc_get_provider. Answers \"which ISPs serve Washington with fiber?\" and \"find all Comcast entities.\" Geographic filtering is state-level; sub-state granularity requires cross-referencing block data. Data is from FCC Form 477 (as of June 2021).",
          "embedding": [0.064336, 0.011508, 0.099892, 0.059306, 0.066872, 0.081154, -0.051407, 0.065786, -0.096949, -0.004763, -0.045994, 0.011891, -0.068137, -0.037111, -0.046047, -0.035804, 0.042395, 0.048639, 0.044795, -0.021402, -0.071625, 0.100035, -0.008616, 0.036139, 0.013396, -0.110289, -0.026921, -0.005836, -0.029083, -0.022662, -0.044477, 0.083886, 0.051493, 0.049701, -0.053178, 0.035577, -0.039814, 0.00395, -0.089585, -0.044722, -0.004173, -0.148827, -0.053116, -0.025989, -0.008612, 0.020815, -0.157367, 0.081612, -0.025375, 0.030794, -0.067268, 0.019724, -0.069796, 0.114739, 0.039169, -0.000681, 0.053885, -0.07712, -0.008373, 0.062826, 0.042985, -0.00534, 0.072235, -0.035805, 0.058962, 0.016222, -0.076697, -0.088452, -0.040884, 0.075082, 0.058847, -0.03338, 0.066572, 0.110676, 0.062782, 0.006245, -0.045392, 0.103878, 0.060851, 0.044772, -0.065446, 0.110215, 0.021997, -0.030544, 0.000575, -0.008014, 0.052342, 0.027775, 0.014929, 0.143358, 0.02026, 0.002085, 0.002502, -0.065429, 0.096535, -0.173281, -0.030388, 0.094042, -0.007657, -0.03577, -0.036083, -0.011623, 0.107431, -0.031394, -0.066447, 0.075624, 0.000795, -0.068115, -0.051589, 0.02007, 0.029297, 0.061945, -0.046843, 0.033746, -0.00298, 0.030063, 0.041719, 0.034572, 0.01386, 0.084255, 0.005909, 0.154205, 0.00663, 0.089194, 0.064797, 0.094022, 0.050146, 0.048736, 0.000646, -0.026109, -0.006326, -0.023322, -0.001305, 0.043924, 0.141333, 0.003584, -0.065888, 0.034277, -0.026238, -0.058607, -0.026445, 0.036369, -0.120728, -0.07244, -0.016022, -0.058079, -0.104078, -0.007272, -0.029396, 0.075849, -0.070186, 0.065189, -0.010305, 0.031015, 0.038971, -0.045473, 0.109641, 0.080675, -0.042774, 0.013798, 0.005271, 0.025421, -0.039146, -0.039806, 0.062702, 0.042231, 0.031605, 0.07157, 0.041893, 0.000192, -0.104753, -0.062796, 0.075403, 0.015374, 0.035291, 0.001377, 0.104166, 0.078234, -0.00275, 0.018887, -0.022648, -0.081128, 0.038184, 0.04748, -0.066765, 0.068975, 0.063592, 0.002037, 0.084496, 0.059876, 0.075224, -0.19255, 0.050154, -0.069213, 0.037934, 0.052861, -0.045384, 0.025536, 0.063535, 0.072126, 0.069482, -0.055537, 0.046017, -0.095175, -0.042403, 0.072437, 0.011971, -0.041994, -0.00218, -0.055313, 0.011105, -0.103062, 0.036389, -0.089173, 0.023089, -0.014934, 0.00417, 0.059675, 0.150397, -0.014629, 0.147293, 0.023969, 0.090167, 0.069459, -0.090673, 0.08096, 0.089175, 0.023217, 0.072703, -0.021593, -0.021455, 0.026352, 0.026513, -0.069605, 0.127661, -0.027673, -0.008523, -0.039883, 0.10526, 0.067788, 0.005662, 0.018633, 0.103557, -0.00107, -0.007528, -0.10222, 0.009161, -0.035902, -0.040296, 0.037538, -0.05689, 0.065641, 0.015931, -0.110101, 0.077231, 0.023705]
        },
        {
          "name": "fcc_get_provider",
          "description": "Returns a national-level coverage profile for a specific holding company (by hoconum): states served, technologies deployed, and the number of locations covered at each download speed tier. Use fcc_search_providers to find valid hoconum values. Data is from FCC Form 477 (as of June 2021).",
          "embedding": [0.037591, 0.010208, 0.078533, 0.031308, 0.151956, 0.065617, 0.005997, 0.041399, -0.124957, 0.013585, -0.02057, -0.019147, -0.049238, -0.097654, -0.018756, -0.031384, 0.001465, 0.013033, -0.025307, -0.054224, -0.094188, 0.088991, -0.026862, 0.053069, -0.052729, -0.085965, -0.008824, -0.011957, -0.01707, -0.012711, -0.071018, 0.053445, 0.024568, 0.056157, 0.024909, 0.013441, -0.017079, 0.028834, -0.072496, -0.106313, 0.038241, -0.09024, -0.072631, 0.033775, -0.005528, 0.042732, -0.072913, 0.100149, -0.014357, 0.085097, -0.051064, -0.039431, -0.098837, 0.069832, 0.074321, -0.039853, 0.054435, -0.013983, 0.010117, -0.006205, 0.029712, -0.087222, 0.13775, -0.054082, 0.089164, -0.02176, -0.04153, -0.081335, -0.009612, 0.059962, 0.00389, -0.003845, 0.039369, 0.073078, 0.018274, 0.007581, -0.075742, 0.059105, 0.047091, 0.017802, -0.10146, 0.153142, 0.054968, 0.038283, -0.020413, 0.034887, 0.039541, -0.004445, 0.015315, 0.089248, 0.012616, 0.052163, 0.002552, -0.001987, 0.044233, -0.185338, -0.008789, 0.070301, -0.019303, -0.056463, 0.029075, -0.021437, 0.007888, -0.070975, -0.073906, 0.066053, -0.057869, -0.032716, -0.120984, 0.086358, -0.019828, 0.031603, -0.059134, 0.038895, -0.010701, -0.033796, -0.000926, 0.076359, 0.042686, 0.074729, 0.013053, 0.160651, 0.015674, 0.091874, 0.048838, 0.085842, 0.007803, 0.045066, 0.021796, 0.038125, -0.040674, -0.049585, -0.021115, 0.060005, 0.103395, 0.007691, -0.072187, 0.070548, 0.063332, 0.019288, -0.073314, 0.069567, -0.135014, -0.106097, -0.028503, -0.053627, -0.065984, -0.050366, -0.029719, 0.068758, -0.018415, -0.007646, -0.022236, 0.023755, 0.025219, -0.038421, 0.087208, 0.105114, -0.062893, 0.007405, 0.033674, -0.02178, -0.069556, -0.025088, 0.103188, 0.053377, 0.058938, 0.10136, 0.022877, -0.055354, -0.118418, -0.033847, 0.098044, -0.015215, 0.062234, -0.033963, 0.083815, 0.006443, 0.013248, 0.038507, 0.00201, -0.058711, 0.126926, 0.01202, -0.069447, -0.01337, 0.095129, 0.001401, 0.046685, 0.065074, 0.043629, -0.208307, 0.038896, -0.104203, 0.057399, 0.069979, 0.047135, 0.049325, 0.058442, 0.021493, 0.036755, -0.019277, 0.108872, -0.090713, -0.075869, 0.057253, -0.019164, -0.077953, -0.021247, -0.019047, 0.034506, -0.061527, 0.060625, -0.067936, 0.017717, -0.02555, -0.007911, 0.050269, 0.068689, -0.026776, 0.129199, 0.034684, 0.124791, 0.008874, -0.0888, 0.043821, 0.032752, 0.090102, 0.015335, -0.0238, -0.044319, -0.015698, 0.048394, -0.052483, 0.073909, -0.022836, 0.002187, 0.011977, 0.056714, 0.027765, -0.034236, 0.038362, 0.087693, -0.073195, 0.019457, -0.046323, -0.016919, -0.074549, -0.038093, 0.048148, -0.089957, 0.113799, 0.003933, -0.16352, 0.060923, -0.024869]
        },
        {
          "name": "fcc_compare_areas",
          "description": "Compares broadband coverage metrics across multiple geographies of the same type and returns a ranked table sorted by unserved or underserved population. Answers \"which counties in this state have the worst broadband access?\" and drives BEAD funding prioritization. Provide up to 50 geography IDs, or set compare_all_states=true for all 50 states + DC. Data is from FCC Form 477 (as of June 2021).",
          "embedding": [0.081131, 0.010364, 0.090817, 0.061826, 0.135827, 0.123338, -0.02773, 0.034849, -0.099834, -0.072968, 0.028672, -0.017127, -0.104204, 0.012044, 0.00541, 0.064855, 0.045897, -0.025658, 0.060118, -0.039399, -0.040979, 0.039746, 0.032058, 0.002835, -0.0462, -0.073215, 0.009554, -0.07382, -0.020316, -0.027937, -0.049733, 0.020245, 0.051091, 0.072532, -0.022694, 0.003819, -0.038849, 0.042453, -0.051701, -0.009728, 0.009576, -0.129268, -0.083418, 0.04787, -0.040915, 0.067458, -0.135686, 0.108145, 0.020173, 0.022395, -0.109616, -0.008508, -0.011122, 0.090439, 0.049182, -0.009978, 0.066821, -0.097549, 0.021381, 0.026375, 0.132001, -0.053162, 0.011824, -0.008634, -0.009855, -0.024552, -0.131153, 0.011549, -0.052298, 0.031124, 0.018247, -0.021398, 0.108915, 0.090603, 0.031727, -0.022351, -0.085552, 0.072206, 0.095487, -0.011325, -0.06625, 0.084307, 0.036266, -0.063044, 0.007574, -0.010131, 0.090685, 0.030442, -0.042961, 0.172846, 0.028915, 0.052268, 0.01738, -0.0237, 0.131745, -0.149317, 0.033727, 0.039834, -0.018443, 0.035161, -0.00537, -0.041944, 0.081819, 0.015305, -0.079324, 0.037257, -0.059377, -0.065414, -0.106368, 0.081363, 0.001744, -0.014506, -0.09342, -0.058198, 0.01718, 0.014185, 0.016935, 0.0895, 0.044783, 0.025069, -0.007668, 0.099741, -0.027335, 0.023005, 0.044336, 0.05099, 0.057991, 0.04649, 0.00265, 0.065782, -0.040222, -0.02238, 0.006546, 0.074642, 0.0784, -0.03353, -0.062542, 0.015181, 0.044008, -0.040465, -0.051961, 0.015242, -0.128377, -0.083612, -0.007993, -0.069261, -0.108168, -0.00247, -0.024971, 0.097074, -0.016407, 0.018758, -0.066848, 0.00372, -0.049821, 0.024561, 0.050629, 0.036739, 0.017596, 0.08576, 0.01248, 0.012047, -0.052667, -0.082553, 0.066553, -0.003002, 0.060869, -0.01931, 0.032748, 0.003875, -0.042983, -0.065159, 0.07458, -0.0171, -0.001134, -0.00206, 0.132743, 0.014417, -0.056907, 0.074717, 0.051119, -0.009888, 0.038797, 0.050008, -0.003632, 0.016719, 0.118749, 0.031094, 0.007932, 0.103893, 0.02913, -0.151393, 0.077754, -0.059579, 0.0385, 0.039663, 0.041997, 0.041363, 0.097863, 0.017749, 0.052252, 0.016761, 0.076299, -0.068895, -0.000064, -0.000202, -0.022403, -0.025636, -0.000504, -0.085132, 0.016824, -0.09575, 0.004942, -0.049321, -0.034527, 0.000898, 0.056756, 0.020529, 0.159564, 0.005068, 0.100395, 0.036896, 0.1157, 0.102208, -0.0923, 0.05797, 0.109876, 0.158499, 0.127517, -0.027322, -0.061105, -0.009076, 0.02038, -0.053001, 0.098048, 0.023086, -0.046455, -0.061335, 0.115922, 0.003162, -0.089081, 0.015529, 0.089575, -0.022095, -0.021055, -0.027988, -0.041001, -0.053066, 0.013816, 0.062008, -0.07008, 0.079245, -0.025494, -0.038601, -0.005364, 0.07994]
        },
        {
          "name": "fcc_find_underserved",
          "description": "Finds geographic areas with limited or no broadband coverage at a given speed threshold, ranked by unserved population. The core tool for BEAD program analysis and broadband equity research. Accepts a state abbreviation to narrow scope or runs nationwide. Defaults to rural areas where underservice is most concentrated. Data is from FCC Form 477 (as of June 2021).",
          "embedding": [0.106712, -0.026442, 0.125321, 0.067689, 0.108914, 0.143872, 0.011878, 0.045897, -0.065956, -0.009876, -0.012577, -0.024193, -0.040667, -0.062372, 0.007449, 0.050635, 0.061882, -0.083365, -0.025648, -0.019221, -0.083052, -0.015739, -0.005232, 0.028812, -0.072673, -0.068376, 0.021358, -0.071728, -0.047061, 0.060824, -0.022239, 0.038031, 0.039071, 0.052437, -0.04236, -0.027789, -0.041292, 0.035726, -0.034599, 0.005979, -0.018135, -0.097436, -0.082359, 0.054561, 0.007199, 0.075906, -0.131663, 0.119735, -0.023194, 0.003083, -0.043156, -0.035544, 0.028684, 0.109429, 0.089349, -0.005987, 0.086751, -0.095976, 0.038144, -0.019961, 0.088177, -0.084157, 0.035703, 0.009589, -0.01547, -0.036304, -0.136708, -0.059992, -0.013963, 0.010123, 0.008959, -0.004126, 0.035555, 0.080756, -0.031194, -0.016778, -0.06137, 0.113038, 0.077, 0.046694, -0.031564, 0.103942, 0.010861, -0.051193, 0.012844, -0.066026, 0.087807, 0.01561, -0.05935, 0.151755, -0.021298, 0.004326, 0.031185, -0.022198, 0.113432, -0.134352, 0.075948, 0.055889, -0.020877, 0.020218, 0.018903, -0.05045, 0.05412, -0.007467, -0.067953, 0.047496, -0.017504, -0.037797, -0.178949, 0.033062, 0.09409, -0.012684, -0.106815, -0.028707, 0.001957, 0.009884, 0.058685, 0.123589, 0.033696, 0.039917, -0.031043, 0.093029, 0.035502, 0.048091, 0.032051, 0.12837, 0.064375, 0.097836, 0.116485, 0.060018, -0.041252, -0.021619, -0.056825, 0.053922, 0.046968, 0.008294, -0.045858, 0.01227, 0.031215, 0.012027, -0.04899, 0.024868, -0.099361, -0.176076, -0.013021, -0.091144, -0.046218, -0.057651, -0.056186, 0.065563, 0.011003, 0.014831, -0.028174, 0.002551, 0.021729, -0.009721, 0.004139, 0.030162, 0.026222, 0.055983, -0.027013, 0.034878, -0.037975, -0.114749, 0.04099, 0.013929, 0.070859, -0.025429, 0.045572, 0.034102, -0.040722, -0.091663, 0.070495, -0.029812, 0.012909, -0.057849, 0.111141, -0.002325, -0.042749, 0.055726, 0.029095, -0.042709, 0.103499, 0.052566, -0.056226, -0.029298, 0.123195, 0.086541, 0.014252, 0.124115, -0.006969, -0.118537, 0.035439, -0.075369, 0.03932, 0.09027, 0.019192, 0.037977, 0.066077, -0.000596, 0.091482, 0.006979, 0.075425, -0.087109, -0.005163, 0.028754, 0.002661, -0.023719, 0.040962, -0.049477, -0.005837, -0.040684, 0.028798, -0.078336, 0.001445, 0.012501, 0.029063, -0.006945, 0.133911, -0.037738, 0.091498, 0.016385, 0.084627, 0.084404, -0.117879, 0.033496, 0.125554, 0.071604, 0.090007, -0.001257, 0.003636, 0.019557, 0.023486, -0.024272, 0.087965, -0.034174, -0.038174, -0.033775, 0.109192, 0.042636, -0.068737, 0.048174, 0.067803, -0.059198, 0.044169, -0.014047, -0.012862, -0.078485, 0.043697, 0.075567, 0.002497, 0.085318, 0.013062, -0.061616, -0.052378, 0.048608]
        },
        {
          "name": "fcc_list_filing_periods",
          "description": "Returns available data vintages: Form 477 filing periods (hardcoded Jun 2015 – Jun 2021, always available) and BDC as-of dates from the authenticated API (Jun 2022 onward, requires credentials). Call this before fcc_list_downloads to determine valid as_of_date values. Note: there is a data gap between June 2021 (last Form 477) and June 2022 (first BDC filing period).",
          "embedding": [0.064037, 0.042264, 0.072491, 0.031747, 0.082498, 0.12442, -0.022511, 0.007618, -0.043465, -0.013877, 0.043575, -0.037208, -0.084022, 0.036359, -0.000293, -0.035034, 0.000349, 0.00459, 0.024714, -0.02841, -0.055649, 0.034761, 0.013207, 0.114353, -0.013686, -0.082996, -0.05886, -0.128682, 0.025883, -0.001327, -0.016572, 0.048735, 0.099347, 0.110252, -0.038888, 0.025315, -0.005794, -0.058711, -0.070467, -0.033698, 0.028603, -0.037599, -0.063676, -0.064617, -0.014097, 0.026552, -0.084813, -0.03172, 0.03094, 0.015366, -0.073133, -0.004758, -0.010717, 0.055937, 0.106259, -0.039703, 0.042917, -0.070495, 0.006462, 0.030464, 0.073361, -0.169876, 0.033997, -0.15951, 0.100094, -0.029585, -0.146139, -0.022196, -0.024998, -0.00515, 0.013423, -0.031974, 0.065159, 0.085638, -0.002422, 0.020515, -0.037484, 0.153685, 0.137333, -0.005319, 0.002925, 0.097757, 0.070204, -0.1, -0.016619, 0.005975, 0.047443, -0.064702, -0.004335, -0.026244, -0.016397, 0.012575, 0.09651, -0.049767, 0.061872, -0.123661, -0.008419, 0.023053, -0.002898, -0.020628, 0.010979, 0.017582, 0.001509, -0.046901, -0.033432, 0.022996, -0.134467, -0.036083, -0.093247, -0.018735, 0.0276, 0.029494, -0.00126, -0.011494, -0.12906, -0.006294, -0.011054, 0.11333, -0.033286, 0.001443, -0.02247, 0.086081, 0.024993, -0.023527, 0.038393, 0.079403, 0.085253, 0.084875, 0.043405, -0.00526, -0.020849, -0.040323, -0.013312, -0.01861, 0.091737, -0.040257, -0.10033, -0.031084, 0.060594, -0.008624, -0.072025, 0.091034, -0.083208, -0.066936, 0.028884, -0.003256, -0.084122, -0.036941, -0.066879, 0.082125, -0.002732, -0.019052, 0.030499, -0.012419, -0.003137, -0.039898, 0.065549, 0.119973, -0.09779, -0.014029, 0.011957, 0.075942, -0.06928, -0.037808, 0.073181, -0.044937, 0.071269, -0.007567, 0.083449, -0.019258, -0.079795, -0.021261, 0.106878, -0.027838, 0.003839, -0.007982, 0.091986, -0.012741, 0.020815, 0.051446, 0.048876, -0.056448, 0.070723, 0.058927, -0.018361, 0.042632, 0.071989, 0.006728, 0.017956, 0.160241, 0.004572, -0.116268, 0.060311, -0.106543, 0.041486, 0.094256, 0.004977, 0.023708, 0.044445, -0.014439, 0.080382, 0.047258, 0.062563, -0.138427, -0.083031, 0.075958, 0.069106, -0.015384, 0.046387, -0.019599, 0.037165, 0.012266, 0.040068, -0.064898, 0.026333, -0.006911, 0.000229, 0.022297, 0.061801, -0.089494, 0.166459, 0.0681, 0.108629, 0.086587, -0.105677, 0.052266, 0.080362, 0.080851, 0.116613, -0.04753, 0.014754, 0.059227, 0.004206, -0.067872, 0.085726, -0.028655, -0.058603, -0.064587, 0.070331, 0.014494, 0.034213, 0.066695, 0.092005, -0.061189, 0.019905, -0.055086, 0.040667, 0.028423, 0.000255, 0.048757, -0.023533, 0.115088, 0.03666, -0.08914, -0.0209, 0.023216]
        },
        {
          "name": "fcc_list_downloads",
          "description": "Lists downloadable BDC data files for a specific as-of date — fixed availability by state and provider, mobile coverage, and challenge data — with file metadata (provider, state, technology, record count). Download URLs are included for each file. Requires FCC BDC API credentials (FCC_BDC_USERNAME and FCC_BDC_HASH_VALUE). Use fcc_list_filing_periods first to determine valid as_of_date values (BDC dates start June 2022).",
          "embedding": [0.107603, 0.044817, 0.069358, 0.076933, 0.11193, 0.080427, -0.017896, 0.028665, -0.052474, -0.0286, -0.009195, -0.017102, -0.087968, 0.009774, 0.026421, 0.045082, 0.007409, 0.019144, -0.01704, -0.012457, -0.05526, 0.058613, 0.037206, 0.041926, -0.032256, -0.093023, 0.006575, -0.046559, 0.01029, -0.031257, -0.038404, 0.026926, 0.043195, 0.089807, -0.037297, 0.078247, -0.002122, -0.033891, -0.056021, -0.071282, -0.00496, -0.085809, -0.11469, -0.019185, 0.025642, 0.045627, -0.097338, 0.007893, 0.072954, -0.010471, -0.080316, -0.008421, 0.017581, 0.092028, 0.05011, 0.016492, 0.015528, -0.067669, 0.039935, 0.027513, 0.067524, -0.131663, 0.053734, -0.156691, 0.129022, -0.063908, -0.139822, -0.004638, -0.019913, -0.001847, 0.059525, -0.033996, 0.047317, 0.108471, 0.006429, -0.050859, 0.015777, 0.153609, 0.17578, 0.038026, 0.001495, 0.113291, 0.066441, -0.100401, -0.012001, -0.077521, 0.061137, -0.072024, -0.049994, 0.078472, -0.014564, 0.019182, 0.035875, -0.068685, 0.079144, -0.150854, 0.022311, -0.00591, 0.012343, 0.002558, 0.037006, -0.033962, 0.022872, -0.048981, -0.055103, 0.024919, -0.097304, -0.040833, -0.066481, 0.047094, 0.079936, -0.020117, -0.077369, -0.019282, -0.082022, 0.00066, 0.001207, 0.101576, -0.009572, 0.029249, -0.054849, 0.074219, 0.016549, -0.011192, 0.094917, 0.062513, 0.036873, 0.05853, 0.043991, 0.003056, -0.027148, -0.05003, 0.009137, -0.041258, 0.149736, -0.031199, -0.12602, -0.007596, 0.087454, 0.051898, -0.065277, 0.047063, -0.056785, -0.082217, -0.013872, -0.006147, -0.103707, -0.0352, -0.066471, 0.088507, -0.030894, 0.034085, 0.038796, 0.009955, -0.044382, -0.017773, 0.07524, 0.137508, -0.132291, 0.03112, 0.015095, 0.068464, -0.064135, -0.040088, 0.076469, 0.022947, 0.062267, -0.012137, 0.045864, -0.038169, -0.039386, -0.036722, 0.020548, 0.029226, 0.023776, -0.027141, 0.119284, 0.054668, -0.038158, 0.035021, 0.002964, -0.070855, 0.120218, 0.040618, 0.021354, 0.002894, 0.068529, -0.005561, 0.060048, 0.088177, 0.061141, -0.133335, 0.037225, -0.056247, 0.016128, 0.053258, 0.016522, 0.033064, 0.042828, 0.023896, 0.047451, 0.019779, 0.046805, -0.10488, -0.078221, 0.030154, 0.038096, -0.031461, 0.077547, -0.051816, 0.037093, 0.003753, 0.057389, -0.049064, 0.001127, 0.02731, -0.038843, 0.060325, 0.102669, -0.062239, 0.135577, 0.008657, 0.089866, 0.096049, -0.098198, 0.067393, 0.068141, 0.106731, 0.087399, -0.013678, 0.006545, 0.068076, 0.02914, -0.006018, 0.088501, -0.003012, -0.057993, -0.031149, 0.035967, 0.007432, 0.033938, 0.031847, 0.103674, -0.062061, 0.018358, -0.102083, 0.04306, -0.031277, 0.013947, 0.082517, -0.013592, 0.11399, 0.044996, -0.083555, 0.025491, 0.058074]
        }
      ],
      "embedding": [0.078192, 0.019555, 0.11492, 0.016462, 0.172499, 0.107904, -0.010377, 0.039286, -0.090014, -0.038674, -0.045183, -0.044533, -0.063462, -0.056314, -0.044454, 0.033728, 0.025822, -0.079351, -0.012005, -0.038538, -0.065571, 0.026611, -0.000714, 0.020649, -0.049879, -0.028294, 0.014585, -0.034437, 0.010234, 0.02759, -0.068488, 0.023344, 0.052576, 0.061632, 0.0043, -0.000751, -0.021873, 0.048796, -0.059581, -0.056403, 0.028456, -0.095816, -0.051915, 0.054865, -0.0624, 0.062712, -0.143743, 0.115976, -0.057787, 0.067106, -0.141, 0.052697, -0.026742, 0.087118, 0.035379, 0.025215, 0.06959, -0.087997, 0.088226, -0.028396, 0.138669, -0.074454, 0.022842, -0.088625, 0.035256, -0.04832, -0.111009, -0.06659, -0.041896, 0.091911, 0.02769, -0.012883, 0.05739, 0.095895, 0.02938, -0.086189, -0.05192, 0.070115, 0.100991, 0.032879, -0.007511, 0.105568, 0.062181, -0.007386, 0.001527, -0.049248, 0.086816, 0.023341, -0.040691, 0.127906, 0.021744, -0.005883, -0.043037, -0.032531, 0.125603, -0.069119, 0.051971, 0.034645, -0.025852, -0.02049, -0.025349, 0.008579, 0.086384, -0.03562, -0.092098, 0.093276, -0.007516, -0.070486, -0.108916, 0.034369, 0.039924, 0.021989, -0.085103, 0.018435, -0.036471, 0.03645, -0.003199, 0.094186, -0.0416, 0.058448, -0.016754, 0.055012, -0.037574, 0.062942, 0.067152, 0.007259, 0.091969, 0.019917, 0.049423, -0.039122, -0.007974, -0.024302, 0.006221, 0.006304, 0.089008, -0.025971, -0.064693, -0.040705, 0.017068, 0.000637, -0.082978, 0.060281, -0.113205, -0.090775, -0.01316, -0.054142, -0.12379, -0.043403, -0.083232, 0.030838, -0.058721, 0.016396, 0.000393, 0.019488, -0.059775, 0.013321, 0.099106, 0.039185, -0.028251, 0.06373, 0.053076, 0.010447, -0.072747, -0.126112, 0.088679, 0.058839, 0.025916, 0.072772, 0.02493, -0.015051, -0.041196, -0.076666, 0.096789, 0.01056, 0.031306, 0.035883, 0.114038, 0.029533, -0.017676, 0.042404, -0.023923, -0.032276, 0.097263, 0.048429, -0.033603, 0.024584, 0.092151, 0.029254, 0.009415, 0.088338, 0.035581, -0.143401, -0.023114, -0.072789, 0.030586, 0.009694, -0.008121, 0.041078, 0.092164, 0.101464, 0.043867, -0.004071, 0.065864, -0.096936, -0.041543, 0.003049, 0.008282, 0.024278, 0.031714, -0.044945, 0.009962, -0.058022, 0.011388, -0.064043, -0.011447, -0.043428, -0.061167, -0.007479, 0.105136, -0.031609, 0.117474, -0.012787, 0.079448, 0.046632, -0.051499, 0.078726, 0.155871, 0.105781, 0.083284, -0.032766, -0.047866, 0.029612, 0.080482, 0.011066, 0.113978, 0.073267, -0.099815, -0.000897, 0.058903, -0.032928, -0.013786, -0.022469, 0.087722, -0.022384, 0.009873, -0.111555, 0.01028, -0.036265, -0.016498, 0.062544, -0.044818, 0.073995, -0.017572, -0.11986, 0.020723, 0.079457]
    },
    {
      "name": "gbif-biodiversity-mcp-server",
      "displayName": "GBIF Biodiversity",
      "description": "Search GBIF species taxonomy, occurrence records, datasets, and publishers via MCP. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://gbif-biodiversity.caseyjhand.com/mcp",
      "npm": "@cyanheads/gbif-biodiversity-mcp-server",
      "github": "https://github.com/cyanheads/gbif-biodiversity-mcp-server",
      "version": "0.2.4",
      "auth": "none",
      "keywords": [
        "biodiversity",
        "species",
        "wildlife",
        "ecology",
        "nature",
        "plants",
        "animals",
        "taxonomy",
        "conservation",
        "environment",
        "organisms",
        "species occurrences",
        "natural history",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "gbif",
        "occurrences",
        "darwin-core",
        "natural-history"
      ],
      "tools": [
        {
          "name": "gbif_match_species",
          "description": "Match a scientific name against the GBIF backbone taxonomy. Returns the best-matching taxon with full classification and a confidence score (0–100). This is the mandatory first step for any GBIF workflow — it resolves synonyms and returns the backbone taxonKey required by gbif_search_occurrences, gbif_count_occurrences, and gbif_occurrence_facets. Below confidence 80, the match should be reviewed. matchType NONE means no usable match was found — try removing the strict flag or broadening the name.",
          "embedding": [-0.124446, -0.044114, 0.029318, -0.002402, 0.109328, 0.005416, 0.062729, 0.078781, -0.107049, -0.021981, -0.057396, 0.083399, -0.059119, 0.044489, 0.057171, 0.05079, 0.046114, -0.060965, 0.0179, -0.043458, -0.048133, 0.006591, 0.050403, -0.091347, 0.060296, -0.058125, -0.026339, 0.018306, -0.072593, 0.013211, -0.037491, -0.005892, 0.042327, 0.030035, -0.031924, 0.033775, 0.037126, 0.026792, -0.012579, -0.118294, -0.013424, -0.128643, -0.077775, -0.001075, 0.033547, 0.001207, -0.116493, 0.098724, -0.094023, 0.082499, -0.101786, -0.039825, 0.039615, 0.00657, -0.051915, -0.053856, 0.04257, -0.054626, 0.046142, 0.039127, -0.054162, -0.079284, 0.042834, -0.048923, 0.002899, 0.01596, -0.025069, 0.062565, -0.059375, 0.133427, 0.021573, 0.051651, 0.063842, 0.007906, -0.004562, -0.063167, 0.029741, 0.01048, 0.060928, 0.036076, -0.065102, 0.06881, -0.056267, -0.020384, -0.014885, 0.041876, 0.047392, -0.114595, 0.021347, 0.050435, 0.07531, -0.113967, -0.019105, 0.047101, 0.050569, -0.026654, -0.075496, -0.005111, -0.006222, -0.005626, -0.084332, -0.027031, -0.084346, -0.029538, -0.106508, -0.006074, -0.151997, -0.087723, -0.138063, 0.084294, -0.00188, -0.110601, -0.05847, 0.104382, -0.01783, 0.047959, 0.048572, 0.014669, 0.031325, 0.050607, 0.010076, 0.119776, -0.054331, -0.029363, 0.033526, 0.048797, 0.086706, -0.015979, -0.046903, 0.019119, 0.043304, -0.038051, -0.041147, -0.062517, -0.080326, -0.078316, -0.107815, -0.066964, -0.066315, 0.10275, 0.032244, -0.014763, -0.131068, 0.006687, 0.015857, 0.064844, -0.022445, -0.049946, -0.001577, 0.045529, 0.000142, 0.129165, -0.055748, -0.029858, -0.039821, 0.0482, 0.147671, -0.050349, -0.035113, -0.026051, 0.028268, -0.149015, 0.004269, -0.008248, 0.088738, 0.003184, 0.06108, 0.061053, 0.054161, -0.050009, 0.044955, 0.008547, 0.099454, 0.015983, 0.086707, -0.031964, 0.06577, 0.007647, -0.074954, 0.018065, -0.015583, -0.020511, -0.037372, -0.010063, -0.076689, 0.01878, 0.062828, 0.067296, 0.08658, 0.078539, -0.038345, -0.002112, 0.117865, -0.047484, 0.001103, -0.053742, -0.09046, 0.029475, 0.044096, -0.027809, 0.073911, -0.089664, 0.103708, -0.057158, -0.104996, 0.026535, -0.007558, -0.022066, 0.045249, 0.031397, 0.014359, -0.079431, 0.068177, -0.099019, -0.00682, -0.039579, -0.047545, -0.020529, 0.049461, -0.082943, 0.084724, 0.062363, -0.01852, 0.032975, 0.010389, 0.085188, 0.124291, 0.126886, 0.0826, -0.100884, 0.02539, 0.069868, 0.119971, 0.00786, 0.01511, 0.000409, 0.066418, 0.035426, 0.015118, 0.062299, 0.000293, 0.016859, -0.010407, 0.022369, 0.021721, -0.127885, 0.032508, -0.079358, -0.046925, -0.060639, 0.066954, 0.114731, 0.07685, -0.025019, -0.053819, -0.059472]
        },
        {
          "name": "gbif_get_species",
          "description": "Fetch a single backbone taxon by its GBIF taxon key. Returns full classification, authorship, taxonomic status, vernacular name, descendant count, and publication reference. Use after gbif_match_species when you need the complete record rather than the match summary. When taxonomicStatus is SYNONYM, acceptedKey and accepted fields identify the accepted taxon. The extinct field is absent (not false) on most records — only present on explicitly flagged taxa.",
          "embedding": [-0.088983, -0.03602, 0.011573, -0.043906, 0.085941, -0.025695, 0.093626, 0.086827, -0.085191, 0.009901, -0.090307, 0.048183, -0.033054, 0.011978, 0.064498, 0.021962, -0.010172, -0.084622, -0.007573, -0.087744, -0.023188, 0.004032, 0.031237, -0.061558, 0.014444, -0.083361, -0.017554, -0.002229, -0.0997, -0.001666, -0.053642, 0.042215, 0.041556, 0.026946, -0.091129, -0.025346, -0.008231, 0.024662, 0.011377, -0.133814, 0.013186, -0.099521, -0.063504, 0.031579, 0.057618, 0.051562, -0.130003, 0.091677, -0.054837, 0.113967, -0.075486, -0.025829, -0.002796, 0.045912, -0.040568, 0.003377, 0.049876, -0.067151, 0.010293, 0.025907, -0.093694, -0.097529, 0.039212, -0.040658, 0.052032, -0.00524, -0.033764, 0.005332, -0.054376, 0.191394, 0.050629, 0.044349, 0.025661, 0.035196, -0.030438, -0.057454, 0.013966, 0.040955, 0.1057, 0.004564, -0.045487, 0.044522, -0.024425, -0.024622, 0.036605, -0.008753, 0.029799, -0.100811, 0.025359, 0.014407, 0.079869, -0.10844, 0.003232, 0.063585, 0.006519, -0.048751, -0.016196, -0.016201, -0.001076, 0.017834, -0.117344, -0.023695, -0.06541, -0.053662, -0.10777, -0.030804, -0.163986, -0.099009, -0.105482, 0.03506, 0.010069, -0.093103, -0.106612, 0.097488, -0.010026, 0.095303, 0.045183, 0.055528, 0.032238, 0.079433, -0.01766, 0.054997, -0.008988, 0.006577, 0.068252, 0.023004, 0.067909, -0.036351, -0.022525, 0.006514, 0.045324, -0.026079, -0.060764, -0.055379, -0.099518, -0.124569, -0.117238, -0.060637, -0.062267, 0.068372, -0.021784, -0.021889, -0.139872, 0.00742, 0.049861, 0.055093, -0.03242, -0.066301, -0.022831, 0.089009, -0.011902, 0.081055, -0.019722, -0.007684, -0.035733, 0.010541, 0.138709, 0.008003, -0.046971, -0.074394, 0.046787, -0.088686, 0.034499, 0.02034, 0.10106, 0.049658, -0.011493, 0.083882, 0.073589, -0.096578, -0.021167, -0.01983, 0.058727, 0.025991, 0.058434, -0.012547, 0.081249, 0.006435, -0.057983, 0.016804, -0.010647, -0.091107, 0.015213, 0.01004, -0.093656, 0.024434, 0.094541, 0.075795, 0.099439, 0.046694, 0.022047, -0.059926, 0.070086, -0.062482, 0.026908, 0.000693, -0.094509, 0.051333, 0.032456, -0.005463, 0.090186, -0.03663, 0.075203, -0.05885, -0.091541, 0.051203, -0.008808, 0.001776, 0.101258, 0.058917, -0.019547, -0.05399, 0.081879, -0.114657, -0.037328, -0.069919, -0.059412, 0.009404, 0.057059, -0.099033, 0.076226, 0.047119, -0.009951, 0.040466, -0.007854, 0.076227, 0.100907, 0.123071, 0.098338, -0.088375, 0.003247, 0.060058, 0.053674, 0.000304, 0.021495, 0.023014, 0.041241, 0.012276, -0.019347, 0.036299, -0.009916, 0.007681, 0.036069, -0.010309, 0.057894, -0.111165, -0.014548, -0.041247, -0.077278, -0.056483, 0.064433, 0.162887, 0.09058, -0.056659, -0.048811, -0.03302]
        },
        {
          "name": "gbif_search_species",
          "description": "Search or browse the GBIF backbone taxonomy. Accepts scientific name fragments, rank filters, and higher-taxon constraints. Useful for exploring what species exist under a higher taxon (e.g., \"list all families of Coleoptera\"), for simple name-fragment searches, or when gbif_match_species returns too narrow a result. Paginated — use limit and offset to walk through results.",
          "embedding": [-0.058974, -0.029558, 0.0507, -0.032405, 0.09094, 0.018851, 0.110222, 0.109377, -0.078107, -0.000746, -0.090764, -0.020017, -0.05362, 0.018403, 0.08764, 0.013875, -0.031707, -0.069852, -0.010797, -0.055792, -0.023155, 0.002197, 0.018142, -0.019636, 0.014583, -0.051051, -0.027024, 0.015335, -0.067736, -0.006723, -0.081895, 0.030758, 0.025706, 0.024712, -0.049222, -0.0336, 0.002753, -0.014534, 0.022853, -0.106092, -0.0879, -0.113128, -0.070673, 0.039465, 0.09617, 0.059441, -0.140548, 0.096417, -0.083177, 0.097905, -0.106867, 0.024762, 0.053189, -0.010586, -0.054352, 0.000756, 0.06905, -0.074105, 0.063752, 0.053306, -0.020743, -0.050678, 0.043778, -0.040239, 0.046204, 0.034737, -0.059472, 0.016112, -0.058051, 0.128489, 0.066813, 0.028757, 0.012224, 0.017829, -0.039566, -0.053811, -0.040128, 0.01623, 0.039352, 0.036749, -0.019706, 0.105473, 0.034601, -0.017928, -0.014565, 0.01427, 0.015096, -0.094204, 0.042609, 0.026124, 0.067202, -0.12539, 0.008364, 0.05465, 0.046558, -0.038098, -0.064335, 0.008101, 0.003296, 0.023912, -0.142236, -0.029315, 0.016103, -0.024824, -0.126891, -0.013889, -0.120933, -0.084747, -0.099732, 0.047047, -0.021395, -0.089832, -0.094867, 0.111957, -0.023575, 0.099589, 0.059421, 0.051628, 0.016661, 0.079237, -0.00205, 0.076928, -0.059557, 0.050226, 0.078586, 0.064288, 0.104653, -0.056044, -0.036098, -0.03808, 0.063733, -0.035877, -0.018782, -0.083718, -0.052328, -0.088726, -0.11126, -0.07173, -0.083447, 0.087717, 0.033795, -0.044107, -0.048828, -0.033525, 0.036653, 0.026349, -0.069326, -0.034793, -0.031465, 0.028523, -0.059698, 0.097663, 0.040591, 0.019297, -0.058025, 0.02173, 0.121371, -0.004418, 0.002358, -0.065096, 0.043372, -0.102987, 0.0327, -0.021918, 0.068221, 0.006196, 0.019871, 0.080439, 0.01851, -0.039466, -0.024105, -0.015363, 0.067218, 0.030873, 0.061725, -0.014485, 0.101855, 0.026882, -0.065209, -0.013599, -0.027584, -0.092468, 0.014613, 0.01013, -0.07723, 0.007499, 0.070763, 0.110591, 0.105396, 0.046233, -0.014611, -0.070442, 0.099255, -0.027218, 0.002727, 0.018817, -0.051853, 0.023842, 0.088874, 0.00061, 0.066916, -0.001981, 0.10371, -0.065369, -0.136749, 0.044259, -0.002419, 0.001539, 0.079847, 0.065779, 0.004049, -0.082697, 0.063366, -0.089343, 0.011457, -0.084386, -0.078241, 0.000078, 0.051217, -0.074999, 0.069024, 0.083685, -0.018079, 0.054365, -0.022095, 0.04988, 0.121029, 0.087599, 0.116448, -0.092869, 0.047607, 0.122477, 0.094516, 0.052221, 0.032931, 0.040462, 0.065618, 0.029064, 0.015163, 0.0781, 0.012488, 0.028434, 0.004562, -0.002795, 0.068955, -0.105292, 0.008535, -0.068331, -0.030533, -0.033995, 0.077321, 0.132928, 0.069209, -0.080204, -0.084657, 0.0189]
        },
        {
          "name": "gbif_get_species_classification",
          "description": "Return the complete parent chain for a taxon — from kingdom (or domain) down to the taxon itself — as an ordered array. Each entry has its rank, canonical name, and taxon key. The array is returned root-first (kingdom → phylum → class → … → parent of given taxon). Useful for building taxonomic trees or understanding placement without navigating the backbone level-by-level.",
          "embedding": [-0.035952, -0.039651, 0.027746, -0.04019, 0.086798, 0.010566, 0.050669, 0.081652, -0.085767, 0.014767, -0.104942, -0.034947, -0.040208, -0.01611, 0.060465, 0.028702, -0.001957, -0.041518, -0.042255, -0.074171, -0.067254, 0.009584, 0.011113, -0.026533, 0.022856, -0.014452, -0.004319, -0.021418, -0.044234, -0.050703, -0.03024, 0.025292, -0.014378, -0.002673, -0.03138, -0.046752, 0.011487, -0.044435, 0.013349, -0.167785, -0.034697, -0.040895, -0.059562, 0.03025, 0.041072, 0.0249, -0.184255, 0.079715, -0.061972, 0.139868, -0.084166, -0.091649, 0.029489, 0.044357, -0.028163, -0.037257, 0.046993, -0.031226, -0.00537, 0.011842, -0.088413, -0.020413, 0.038583, -0.044663, 0.042379, -0.027611, -0.013658, 0.068099, -0.052945, 0.183616, 0.013807, 0.056325, 0.031532, -0.005794, 0.002579, -0.002509, -0.113951, 0.039845, 0.019421, -0.08864, -0.052565, 0.081515, -0.081217, 0.022594, 0.04799, 0.00897, 0.081664, -0.169626, -0.010956, 0.054532, 0.055573, -0.092152, -0.020143, 0.086737, 0.019851, -0.075718, -0.039243, -0.01198, 0.063687, 0.00172, -0.116913, 0.014659, -0.046731, -0.021475, -0.117768, -0.027552, -0.094962, -0.074804, -0.139656, -0.035251, -0.032043, -0.043868, -0.070763, 0.122653, 0.041318, 0.11006, -0.012389, 0.005488, 0.019551, 0.072453, 0.023507, 0.019852, 0.005895, 0.047272, 0.053479, 0.013174, 0.095187, -0.051246, -0.020568, -0.01374, 0.026572, -0.022387, -0.010538, 0.040319, -0.06836, -0.08913, -0.116523, -0.07415, -0.022944, 0.002291, -0.079016, -0.004503, -0.122366, -0.03637, 0.088341, 0.003332, -0.066801, 0.00356, -0.029114, 0.118716, -0.057969, 0.025522, -0.049157, -0.022648, -0.032529, -0.009525, 0.196647, -0.037613, -0.102588, -0.030763, 0.019652, -0.117729, -0.052878, -0.013005, 0.027884, -0.003318, -0.007159, 0.108764, 0.04323, -0.109158, -0.010706, -0.041903, 0.062403, -0.024773, 0.071092, -0.011514, 0.071818, 0.00757, -0.007295, -0.028237, 0.023125, -0.094971, -0.025553, 0.001753, -0.071404, 0.034142, 0.071712, 0.054347, 0.038961, 0.058552, -0.00735, -0.035991, 0.080392, -0.075635, -0.020274, 0.017419, -0.049829, 0.045907, 0.050444, 0.04711, 0.111653, 0.014378, 0.071352, -0.061851, -0.062415, 0.001748, -0.053613, -0.003224, 0.136881, 0.0606, -0.042906, 0.000513, 0.00013, -0.124552, -0.04086, -0.010386, -0.063205, 0.013809, 0.037121, -0.087073, 0.046924, -0.009696, -0.04151, 0.0487, -0.030048, 0.065742, 0.079409, 0.11722, 0.090762, -0.102863, -0.051672, 0.079589, 0.030841, 0.004066, 0.034188, 0.047355, 0.05504, 0.014444, -0.019816, 0.011199, -0.003945, 0.004719, -0.022418, 0.017421, 0.068944, -0.101063, 0.027087, -0.074824, -0.096941, 0.028536, 0.059739, 0.185647, 0.113249, -0.078086, -0.006192, -0.023169]
        },
        {
          "name": "gbif_get_species_children",
          "description": "List direct children of a backbone taxon — genera within a family, species within a genus, subspecies within a species. Paginated. Use gbif_match_species to get the taxonKey first, then iterate with offset for large groups.",
          "embedding": [-0.046664, -0.003919, 0.046209, -0.031325, 0.103131, -0.031643, 0.055194, 0.053867, -0.098405, -0.00091, -0.099832, 0.006887, -0.058448, 0.000288, 0.032742, 0.029479, -0.050162, -0.074275, -0.079868, -0.109853, -0.024437, 0.030602, 0.038912, 0.028899, -0.016481, -0.086478, 0.001238, 0.029331, -0.037444, 0.019812, -0.073035, 0.051538, 0.013757, 0.02018, -0.034499, -0.04851, -0.022845, -0.028649, 0.044019, -0.101586, 0.027853, -0.117714, -0.032908, 0.004081, 0.109959, 0.07603, -0.103636, 0.069231, -0.051614, 0.079815, -0.142959, -0.047411, 0.07919, -0.013669, -0.032034, -0.008768, 0.046413, -0.033602, 0.045816, 0.045431, -0.054354, -0.00616, 0.063753, -0.042667, 0.08167, 0.002427, -0.003027, 0.06482, -0.079817, 0.172936, 0.049188, 0.003056, 0.008609, 0.032465, 0.002822, -0.01265, -0.027053, 0.057287, 0.115662, -0.020045, -0.051643, 0.080394, -0.033066, -0.031002, 0.030686, -0.012246, 0.084297, -0.102261, -0.018191, 0.009581, 0.06659, -0.091053, 0.005364, 0.056477, 0.016975, -0.005139, -0.038541, -0.011512, 0.018854, -0.02303, -0.138678, -0.02049, -0.042237, -0.02616, -0.152375, -0.028362, -0.145163, -0.116858, -0.128717, 0.025702, -0.009544, -0.056347, -0.096117, 0.103273, 0.003619, 0.076485, -0.031283, 0.062276, 0.036884, 0.053426, -0.015981, 0.069937, -0.028012, 0.015099, 0.047084, 0.054783, 0.086479, -0.034593, -0.013578, 0.001666, 0.033833, 0.004857, 0.010282, -0.047932, -0.045974, -0.105842, -0.148689, -0.020904, -0.039669, 0.080875, -0.008907, -0.043825, -0.078766, -0.012742, 0.080508, -0.026494, -0.072702, -0.014133, -0.027165, 0.064347, -0.050446, 0.083618, -0.006475, 0.000599, -0.036918, 0.052551, 0.122284, -0.016158, -0.031885, -0.099921, 0.085463, -0.072478, -0.002302, 0.0167, -0.004538, 0.043838, -0.055837, 0.070378, 0.047317, -0.097349, -0.043147, 0.035883, 0.025881, 0.019638, 0.089277, -0.066054, 0.064445, -0.001404, -0.011938, -0.029678, -0.00231, -0.107001, 0.032327, 0.012921, -0.101085, 0.031163, 0.046176, 0.106035, 0.03483, 0.034073, 0.000027, -0.06814, 0.09279, -0.040263, 0.005875, -0.000339, -0.015333, 0.048, 0.054673, 0.046173, 0.049442, -0.029578, 0.066945, -0.043406, -0.06662, 0.043537, -0.022006, 0.024891, 0.129121, 0.082853, -0.08846, -0.009188, 0.071395, -0.112856, 0.008119, -0.074193, -0.058269, -0.002259, 0.066898, -0.081528, 0.02884, 0.046882, 0.036575, 0.005361, -0.01178, 0.065089, 0.09931, 0.093287, 0.114761, -0.116772, -0.009854, 0.135721, 0.117502, -0.014917, 0.008889, 0.035203, 0.027296, 0.029826, 0.006297, 0.04898, -0.00662, 0.028186, -0.0361, -0.026744, 0.127355, -0.124803, -0.034556, -0.021715, -0.095235, -0.030452, 0.086112, 0.154927, 0.088018, -0.093352, -0.042836, -0.014635]
        },
        {
          "name": "gbif_search_occurrences",
          "description": "Search 2.4B+ GBIF occurrence records with Darwin Core filters. Use taxonKey from gbif_match_species for reliable results — it resolves synonyms automatically. Accepts country (ISO 3166-1 alpha-2), bounding box (decimalLatitude/decimalLongitude ranges), WKT polygon geometry, year range, month, basis of record, and coordinate filter. Pagination is capped at approximately offset+limit=100,000 — use gbif_occurrence_facets for aggregate counts across large result sets.",
          "embedding": [-0.080603, -0.003941, 0.032625, -0.033678, 0.098039, -0.005465, 0.128639, 0.10017, -0.08925, -0.01236, -0.118058, -0.022293, -0.023655, 0.030516, 0.070914, 0.018577, -0.023271, -0.021334, 0.022647, -0.117098, -0.007673, 0.011661, 0.072785, -0.005318, 0.032027, -0.085259, -0.053113, -0.010267, -0.052653, 0.041889, -0.057273, 0.071296, 0.031941, 0.063375, -0.02885, -0.022148, -0.049592, 0.034654, 0.006822, -0.114814, -0.035107, -0.127379, -0.059415, 0.020379, 0.101979, 0.080849, -0.123989, 0.059102, -0.078148, 0.088846, -0.124715, -0.004416, 0.063351, -0.009518, -0.046874, 0.028994, 0.059533, -0.101403, 0.037019, 0.023791, -0.038125, -0.102722, 0.024575, -0.037267, 0.029085, 0.016811, -0.073087, 0.036717, -0.037994, 0.107326, 0.059768, 0.05484, 0.044208, 0.02931, -0.057452, -0.06501, -0.045688, -0.019548, 0.0625, 0.009216, -0.001706, 0.066195, 0.060312, -0.065701, -0.007281, 0.011055, 0.021397, -0.051175, 0.000524, 0.00899, 0.112968, -0.118508, -0.005236, 0.040331, 0.015168, -0.027162, -0.052814, -0.026855, 0.019235, 0.008891, -0.154742, 0.016292, 0.008154, -0.036019, -0.087319, -0.038599, -0.14602, -0.076755, -0.083926, 0.077862, 0.003729, -0.033938, -0.063537, 0.097916, -0.024416, 0.116543, 0.041565, 0.054145, 0.010762, 0.056484, -0.000304, 0.066259, -0.036095, 0.017236, 0.045617, 0.027823, 0.10893, -0.023949, -0.069024, -0.028229, 0.054766, -0.024882, -0.004222, -0.103868, -0.047893, -0.075191, -0.138787, -0.07037, -0.078987, 0.060389, 0.04065, -0.034196, -0.086847, 0.02332, 0.047113, 0.076975, -0.065606, -0.045055, 0.012606, 0.05731, -0.045695, 0.093184, 0.001852, 0.035766, -0.044561, 0.009485, 0.078022, -0.001033, -0.038248, -0.062307, 0.047571, -0.035654, 0.043, -0.037748, 0.097521, -0.018716, 0.003974, 0.087939, 0.013025, -0.055912, 0.002384, 0.009136, 0.069671, 0.051817, 0.030325, 0.000982, 0.104429, 0.048587, -0.072048, -0.030357, -0.04869, -0.07781, 0.002557, 0.029138, -0.07666, -0.017985, 0.085644, 0.105469, 0.082549, 0.04818, 0.001467, -0.076853, 0.101245, -0.044952, 0.007147, 0.023059, -0.031124, 0.026336, 0.095491, 0.022261, 0.046296, -0.003935, 0.148635, -0.063856, -0.141235, 0.042132, -0.009483, -0.007521, 0.057095, 0.058258, 0.005462, -0.132557, 0.063869, -0.083493, -0.015153, -0.109477, -0.037257, 0.017906, 0.068035, -0.092511, 0.093495, 0.070121, 0.021861, 0.053393, -0.031673, 0.066994, 0.101155, 0.079758, 0.10791, -0.115791, 0.03255, 0.073862, 0.104153, 0.030037, 0.01467, 0.037675, 0.06621, -0.007192, 0.037042, 0.096816, -0.010293, 0.023062, -0.003183, -0.045178, 0.054259, -0.085355, 0.023552, -0.065745, -0.052098, -0.072837, 0.028561, 0.100085, 0.055067, -0.061799, -0.082873, -0.006964]
        },
        {
          "name": "gbif_count_occurrences",
          "description": "Count occurrences matching a taxon + location filter without fetching records. Use for quick totals (\"how many Aves records in Sweden?\") or before deciding whether to paginate a full search. Accepts taxonKey, country, isGeoreferenced, datasetKey, and year.",
          "embedding": [-0.065675, -0.038578, 0.07692, -0.050156, 0.10532, -0.042081, 0.114515, 0.104698, -0.081849, 0.00824, -0.115575, -0.005038, -0.021102, -0.008432, 0.073585, 0.012737, -0.018387, -0.044384, 0.032197, -0.11172, -0.023676, 0.009526, 0.08744, -0.034396, -0.001442, -0.094347, -0.031942, -0.020665, -0.098285, 0.044355, -0.014359, 0.103112, 0.018205, 0.039826, -0.012717, -0.035223, -0.0446, 0.022339, 0.01313, -0.118727, -0.046098, -0.12373, -0.054908, 0.006446, 0.060443, 0.054117, -0.141923, 0.06843, -0.107799, 0.106061, -0.10411, 0.000642, 0.022403, 0.026577, -0.027428, 0.030381, 0.041993, -0.091787, 0.024624, 0.042775, -0.05543, -0.075375, 0.040173, -0.001042, 0.034106, -0.001893, -0.011768, 0.035832, -0.013634, 0.116202, 0.076279, 0.028116, 0.052398, 0.074782, -0.066994, -0.047521, -0.02096, 0.009764, 0.069024, 0.009503, -0.021403, 0.022418, 0.044021, -0.083093, 0.05061, 0.00268, 0.016895, -0.041956, -0.014928, 0.029071, 0.076697, -0.112659, 0.014025, 0.066476, 0.032862, -0.041754, -0.062614, 0.002871, -0.006147, -0.015864, -0.129978, 0.024895, -0.008251, -0.053815, -0.067315, -0.057054, -0.116675, -0.094342, -0.085715, 0.067458, 0.014625, -0.045661, -0.092259, 0.077478, 0.011451, 0.119792, 0.041503, 0.049692, 0.054346, 0.080542, -0.015511, 0.04456, -0.017594, 0.047397, 0.019465, -0.005408, 0.117026, -0.003468, -0.05781, -0.045548, 0.087578, -0.057383, -0.011075, -0.086939, -0.083, -0.075105, -0.145042, -0.05486, -0.05532, 0.070415, 0.031969, -0.022644, -0.13226, -0.011846, 0.053351, 0.042422, -0.05784, -0.073122, 0.018086, 0.047331, -0.029946, 0.140968, 0.032421, 0.027338, -0.029153, 0.032736, 0.08104, -0.047269, -0.030075, -0.029594, 0.049282, -0.024142, 0.074599, -0.045907, 0.08157, -0.009244, 0.000337, 0.106066, 0.048096, -0.07099, 0.019442, -0.02315, 0.066641, 0.05189, 0.013191, 0.018477, 0.107735, 0.030371, -0.07385, -0.018445, -0.022922, -0.092937, 0.045719, -0.005279, -0.104469, -0.009185, 0.128454, 0.060575, 0.072596, 0.01092, 0.03318, -0.088963, 0.096443, -0.049215, 0.014272, -0.0104, -0.01711, 0.0555, 0.077033, 0.018882, 0.001675, 0.008673, 0.15086, -0.038633, -0.11737, 0.056827, -0.019145, -0.020396, 0.093848, 0.029813, -0.033011, -0.100796, 0.076247, -0.03814, -0.022213, -0.055869, -0.061699, 0.028974, 0.089635, -0.087092, 0.06805, 0.043126, 0.007642, 0.053978, -0.026684, 0.036122, 0.125647, 0.117338, 0.135941, -0.097033, 0.041959, 0.053177, 0.075138, 0.04183, 0.000662, 0.045192, 0.062501, -0.034383, 0.001896, 0.086774, 0.009087, 0.026939, -0.016489, -0.042333, 0.067204, -0.095783, -0.0219, -0.071291, -0.019804, -0.076903, 0.024202, 0.085839, 0.059899, -0.069836, -0.048935, -0.005038]
        },
        {
          "name": "gbif_get_occurrence",
          "description": "Fetch a single occurrence record by its GBIF occurrence key. Returns the complete Darwin Core record — all coordinates, administrative geography (GADM), dates, collections metadata, collector identifiers, media links, and quality issue flags. Use the occurrence key from gbif_search_occurrences results to fetch full detail.",
          "embedding": [-0.085213, -0.001476, 0.027092, -0.050046, 0.113609, -0.041299, 0.076924, 0.108872, -0.0913, -0.036832, -0.117534, -0.020852, -0.001924, 0.010235, 0.063026, 0.034213, -0.051313, -0.078722, 0.011806, -0.082508, -0.000555, 0.027405, 0.056351, 0.038157, -0.006441, -0.116699, -0.024485, 0.013453, -0.089464, 0.012038, -0.027692, 0.003304, 0.057929, 0.045499, -0.020111, -0.010076, -0.07987, 0.020101, -0.014844, -0.099238, 0.040965, -0.098431, -0.054859, 0.006797, 0.079409, 0.045681, -0.161307, 0.076733, -0.113197, 0.085755, -0.115201, -0.014237, 0.008517, -0.01836, -0.027193, 0.033746, 0.096025, -0.08233, 0.015219, 0.053131, -0.083447, -0.097199, 0.034326, 0.002133, 0.004903, -0.011171, -0.032768, -0.001269, 0.039573, 0.120226, 0.106222, 0.024502, 0.030834, 0.035675, -0.05355, -0.031912, -0.02123, 0.058765, 0.073683, -0.01349, -0.000499, 0.029099, 0.038725, -0.082776, -0.001676, 0.002681, 0.018617, -0.064578, -0.016019, 0.080955, 0.078906, -0.085275, 0.001387, 0.052124, -0.016965, -0.031595, -0.009261, -0.080087, 0.016408, -0.041106, -0.139628, -0.013219, -0.053411, -0.017136, -0.120155, -0.054737, -0.181454, -0.081816, -0.089261, 0.055573, -0.026342, -0.050502, -0.108685, 0.050082, -0.010963, 0.134653, -0.013113, 0.024719, 0.01966, 0.038501, -0.049919, 0.005519, -0.022111, 0.012489, 0.040092, 0.061183, 0.074775, -0.048058, -0.046856, -0.035431, 0, -0.047504, -0.010219, -0.088946, -0.08874, -0.043127, -0.131133, -0.081898, -0.05304, 0.029843, 0.040344, -0.07159, -0.105874, 0.009302, 0.036394, 0.059609, -0.087533, -0.10292, 0.031501, 0.083431, -0.013401, 0.09033, 0.048892, 0.02688, -0.041692, -0.011596, 0.091619, 0.030373, -0.080158, -0.078177, 0.015789, -0.064803, 0.042798, -0.005248, 0.050103, -0.03321, 0.036172, 0.076817, 0.034327, -0.082214, -0.00748, 0.018676, 0.062462, 0.061469, 0.002496, -0.00873, 0.098715, 0.037587, -0.058052, -0.039349, 0.011916, -0.095987, 0.010382, 0.048179, -0.072216, -0.008693, 0.0807, 0.0714, 0.060819, 0.025516, 0.048327, -0.100124, 0.079111, -0.070262, -0.011901, -0.012072, -0.08016, -0.001189, 0.08711, 0.024009, 0.028646, -0.035906, 0.106652, -0.069424, -0.109533, 0.02769, 0.011204, -0.021998, 0.097516, 0.105094, -0.027712, -0.085579, 0.06971, -0.046461, -0.035524, -0.090278, -0.067613, 0.048101, 0.086291, -0.070836, 0.1136, 0.065461, 0.069325, 0.066796, -0.015041, 0.053611, 0.06548, 0.125883, 0.112383, -0.077038, -0.001812, 0.080102, 0.078636, 0.016002, 0.031577, 0.051625, 0.064624, 0.019224, -0.032242, 0.071824, 0.045943, 0.011941, 0.007873, -0.024433, 0.074019, -0.092949, -0.007496, -0.029049, -0.056189, -0.02381, 0.008407, 0.086425, 0.065214, -0.065954, -0.101094, -0.02115]
        },
        {
          "name": "gbif_occurrence_facets",
          "description": "Aggregate occurrence counts across a dimension (COUNTRY, STATE_PROVINCE, YEAR, BASIS_OF_RECORD, DATASET_KEY, KINGDOM_KEY, etc.). Returns the top-N facet values ranked by count — no record payloads returned. Core tool for distribution analysis and trend queries: \"which countries have the most records for this species?\", \"how has observation volume changed since 2010?\". Scope the aggregation with taxonKey, country, year, geometry, or basisOfRecord filters.",
          "embedding": [-0.063022, -0.035322, 0.053155, -0.100927, 0.09135, -0.010521, 0.079664, 0.152805, -0.074722, -0.06463, -0.09768, -0.025653, 0.00528, 0.054332, 0.069487, 0.038124, -0.052385, -0.016943, 0.040452, -0.112527, 0.00254, -0.046241, 0.04762, 0.010935, -0.010471, -0.120706, -0.059912, -0.001415, -0.040319, 0.038323, -0.023978, 0.057578, 0.024139, 0.101754, 0.010886, -0.041769, -0.081444, 0.039474, -0.002247, -0.088298, 0.043256, -0.109488, -0.123234, 0.077991, 0.070377, 0.037449, -0.118173, 0.099769, -0.042675, 0.160452, -0.068839, 0.030976, 0.013742, -0.03854, 0.011546, -0.005119, 0.04185, -0.13489, 0.012493, 0.005201, -0.05553, -0.088559, 0.088593, 0.003218, -0.034973, -0.002146, -0.022806, 0.036231, -0.02964, 0.086259, 0.047132, 0.038338, 0.047666, 0.0476, 0.001275, -0.035045, -0.004375, 0.026256, 0.045201, -0.039037, -0.02343, 0.028364, 0.047239, -0.071612, -0.016257, 0.009546, 0.091929, -0.032522, -0.040966, 0.062391, 0.002353, -0.091668, 0.004975, 0.089563, 0.01241, -0.033904, -0.003617, -0.025469, 0.046706, 0.002436, -0.098681, 0.023564, -0.000803, -0.035048, -0.027215, -0.034545, -0.161185, -0.078836, -0.13121, 0.064129, -0.042699, -0.075958, -0.057459, 0.061506, 0.055117, 0.140293, 0.013454, 0.035709, 0.074611, 0.044419, 0.006673, 0.016008, -0.048828, -0.020243, 0.012646, 0.004432, 0.089464, -0.0335, 0.00579, -0.044442, 0.029165, -0.069896, 0.009235, -0.101328, -0.045173, -0.105299, -0.115593, -0.12365, -0.031959, 0.088964, 0.015279, -0.01635, -0.11547, -0.034164, 0.029395, 0.068737, -0.082981, -0.049933, 0.028773, 0.049878, -0.017841, 0.068155, 0.013267, 0.045732, -0.013279, 0.023832, 0.032106, -0.010364, -0.004445, -0.031247, 0.039971, -0.060966, 0.069835, -0.023998, 0.094728, -0.030861, 0.036911, 0.101703, 0.021486, -0.05687, -0.020067, 0.055882, 0.039541, 0.048208, -0.026148, -0.017148, 0.090039, 0.031943, -0.050899, -0.01864, -0.02451, -0.07552, 0.027444, -0.029123, -0.108059, 0.000084, 0.103231, 0.076717, 0.087883, 0.034959, 0.017022, -0.079011, 0.114383, -0.084493, 0.013401, 0.009374, -0.03964, -0.014165, 0.072541, -0.0304, 0.050409, 0.019713, 0.132471, -0.040515, -0.099548, 0.000775, -0.07526, 0.001679, 0.06535, 0.073035, -0.026431, -0.099033, 0.023599, -0.045985, -0.043664, -0.052517, -0.107394, 0.065009, 0.085554, -0.045753, 0.141995, 0.065225, 0.027903, 0.0777, -0.046296, 0.052098, 0.094609, 0.085628, 0.147163, -0.107447, 0.011395, 0.057501, 0.083339, -0.001414, 0.006814, 0.072244, 0.075698, 0.019873, 0.00297, 0.034331, 0.011198, 0.081316, 0.041201, -0.033894, 0.076935, -0.079324, 0.038821, -0.078833, -0.039077, -0.043737, -0.032709, 0.095784, 0.057365, 0.000736, -0.094568, -0.018101]
        },
        {
          "name": "gbif_search_datasets",
          "description": "Search GBIF datasets by keyword, type, country, or publishing organization. Returns dataset title, description, license, record count, and DOI. Use to find the source dataset behind a set of records, or to explore what data collections are available for a taxon, country, or organization.",
          "embedding": [-0.09571, -0.027063, 0.020425, -0.035912, 0.099931, -0.005368, 0.06153, 0.102902, -0.102028, 0.007631, -0.099973, -0.000639, -0.009436, -0.0042, 0.09561, 0.003439, -0.037954, -0.056635, -0.023308, -0.029334, -0.001132, 0.051553, 0.018986, -0.008923, -0.01435, -0.081366, -0.012923, 0.000714, -0.069357, 0.044467, -0.053952, 0.047688, 0.041901, 0.029212, -0.048421, -0.000118, -0.067059, 0.026211, 0.017179, -0.106788, -0.041679, -0.120908, -0.0755, 0.031429, 0.067628, 0.037115, -0.116939, 0.078328, -0.09108, 0.104845, -0.120714, 0.008467, 0.06187, -0.038909, -0.008859, 0.06505, 0.053908, -0.094874, 0.023448, 0.026204, -0.04132, -0.072207, 0.043717, -0.02518, 0.036828, -0.019029, -0.048159, 0.007747, -0.01938, 0.088004, 0.071493, 0.067553, 0.037017, 0.002292, -0.050499, -0.026653, -0.001644, 0.036942, 0.078079, 0.001136, -0.001839, 0.088319, 0.047855, -0.076303, 0.018197, 0.029647, 0.011233, -0.064914, -0.006981, 0.033306, 0.064067, -0.112587, 0.02228, 0.040308, 0.019947, -0.066881, -0.027921, -0.042256, -0.005157, 0.00577, -0.132514, 0.000538, 0.017416, -0.023017, -0.136742, -0.062052, -0.120523, -0.075133, -0.100751, 0.054956, 0.010737, -0.082748, -0.136662, 0.079819, -0.003255, 0.107613, 0.00753, 0.015697, 0.013034, 0.069693, -0.025196, 0.031507, -0.047666, 0.056016, 0.061005, 0.064928, 0.048967, 0.010821, 0.009898, -0.038087, 0.037262, -0.076966, -0.022979, -0.088461, -0.056991, -0.0441, -0.12684, -0.066989, -0.063017, 0.08436, 0.050028, -0.03024, -0.08998, 0.02567, 0.070588, 0.065992, -0.07673, -0.072683, -0.018984, 0.060212, -0.04088, 0.120103, 0.054822, 0.038806, -0.009853, 0.003787, 0.104093, 0.010593, -0.047875, -0.066834, 0.004121, -0.043227, 0.020762, -0.023518, 0.072324, -0.046412, 0.005297, 0.135544, -0.000815, -0.019431, -0.045438, -0.049382, 0.097871, 0.060804, 0.062413, -0.013893, 0.087968, 0.057289, -0.071614, 0.004296, -0.008159, -0.071461, 0.029326, -0.01183, -0.038686, 0.042267, 0.101454, 0.067171, 0.113686, 0.015757, -0.020035, -0.087828, 0.106633, -0.06382, 0.043815, -0.009791, -0.002449, 0.011256, 0.09669, 0.015154, 0.037157, -0.022928, 0.110242, -0.099808, -0.081811, 0.003685, 0.021235, 0.014572, 0.078025, 0.040852, 0.002881, -0.087047, 0.066385, -0.061913, 0.021211, -0.079538, -0.092294, 0.040455, 0.091889, -0.053371, 0.126472, 0.089635, 0.048994, 0.08139, -0.016538, 0.056063, 0.095929, 0.14644, 0.11484, -0.086714, -0.002673, 0.102502, 0.120006, 0.025698, 0.019954, 0.032199, 0.056595, 0.010151, -0.014368, 0.092222, 0.053365, 0.002758, 0.00016, -0.041723, 0.09428, -0.116771, -0.002871, -0.064499, -0.008569, -0.045333, 0.084398, 0.084077, 0.064645, -0.058707, -0.105615, 0.015043]
        },
        {
          "name": "gbif_get_dataset",
          "description": "Fetch full dataset metadata by UUID key — title, description, citation text, contacts, license, DOI, numConstituents (sub-datasets), and temporal/geographic coverage. Use after gbif_search_datasets or when an occurrence record's datasetKey needs provenance detail.",
          "embedding": [-0.070394, -0.007358, 0.04729, -0.040011, 0.134423, -0.030684, 0.049476, 0.11524, -0.085296, -0.020422, -0.120651, 0.004038, -0.008791, -0.016172, 0.047259, 0.051404, -0.022401, -0.033944, -0.040752, -0.036861, 0.03761, 0.025996, 0.047127, 0.002879, -0.001542, -0.079908, -0.018498, 0.030199, -0.097098, 0.019153, -0.088071, 0.019271, 0.058204, 0.032142, -0.036955, -0.004588, -0.059323, 0.031681, 0.01137, -0.114254, 0.004118, -0.121163, -0.089002, 0.060657, 0.070109, 0.028417, -0.133005, 0.096992, -0.079127, 0.090853, -0.117748, -0.003053, 0.051686, -0.012488, 0.027201, 0.060042, 0.075483, -0.103999, 0.027766, 0.024751, -0.066398, -0.097586, 0.045602, -0.014462, 0.024072, -0.033103, -0.046179, 0.007513, 0.021687, 0.102967, 0.072532, 0.020083, 0.010599, -0.010129, -0.068139, -0.054441, -0.010441, 0.046031, 0.123315, 0.000384, -0.009274, 0.067222, 0.033119, -0.07243, -0.003295, 0.024352, 0.045587, -0.07223, -0.016963, 0.026515, 0.052919, -0.090062, 0.017782, 0.046034, -0.016917, -0.043332, -0.009828, -0.058336, 0.029514, -0.015902, -0.133468, -0.014858, -0.030292, -0.031123, -0.118528, -0.050059, -0.170687, -0.092175, -0.071164, 0.035729, 0.009506, -0.05363, -0.12, 0.091371, 0.010281, 0.100246, -0.010943, 0.023504, 0.03747, 0.062285, -0.055268, -0.024213, -0.04536, 0.044906, 0.03322, 0.075151, 0.061734, 0.00181, -0.032577, -0.010729, -0.014902, -0.057369, -0.012452, -0.104694, -0.060693, -0.037249, -0.12228, -0.097552, -0.044688, 0.0737, 0.042377, -0.050805, -0.090519, 0.030012, 0.077587, 0.076298, -0.069261, -0.07492, -0.020789, 0.070969, -0.015299, 0.116014, 0.062435, 0.036719, 0.002941, 0.018654, 0.108731, 0.026477, -0.094476, -0.075488, 0.009794, -0.034636, 0.023191, -0.027745, 0.087617, -0.04347, -0.030083, 0.100746, 0.023779, -0.077497, -0.004899, -0.018966, 0.081795, 0.077991, 0.069033, -0.00967, 0.091576, 0.008764, -0.042529, -0.038171, -0.013358, -0.092201, 0.006275, 0.018428, -0.027513, 0.026414, 0.085361, 0.068455, 0.084686, 0.024097, 0.00629, -0.091586, 0.09872, -0.069035, 0.046387, 0.004107, -0.012958, 0.033933, 0.080782, 0.059595, 0.040119, -0.027359, 0.105558, -0.065732, -0.071324, -0.007787, 0.032706, -0.024095, 0.106901, 0.044668, -0.017857, -0.077082, 0.058519, -0.084863, -0.037227, -0.086815, -0.06627, 0.031367, 0.088222, -0.075493, 0.131418, 0.0843, 0.081417, 0.065641, -0.015072, 0.067932, 0.090087, 0.127695, 0.115735, -0.08933, -0.00935, 0.053744, 0.053666, -0.002805, 0.010718, 0.029284, 0.046591, 0.013913, -0.0279, 0.068834, 0.058432, 0.003046, -0.042999, -0.036497, 0.077071, -0.11234, 0.008581, -0.064288, -0.069285, -0.047589, 0.037888, 0.085048, 0.048234, -0.092268, -0.096439, -0.019161]
        },
        {
          "name": "gbif_search_publishers",
          "description": "Search organizations registered with GBIF by name fragment or country. Returns organization key, title, and country — sufficient to chain into gbif_search_datasets with hostingOrg, or to understand who publishes data for a region.",
          "embedding": [-0.070466, -0.008464, 0.052391, -0.050854, 0.09113, -0.008428, 0.07736, 0.128209, -0.119326, 0.009014, -0.128503, -0.013755, -0.021884, -0.00738, 0.035044, 0.027471, -0.02169, -0.055838, -0.055348, -0.018242, -0.028852, 0.057171, 0.030096, -0.004113, -0.004957, -0.085594, -0.041809, -0.019417, -0.07581, 0.031753, -0.018738, 0.040615, 0.06629, 0.070888, -0.031006, -0.030068, -0.052158, 0.024163, 0.007526, -0.088565, -0.01772, -0.154739, -0.105478, 0.044789, 0.082126, -0.000027, -0.134466, 0.097345, -0.070567, 0.117928, -0.098848, -0.017856, 0.068017, -0.038563, -0.010058, 0.028022, 0.052301, -0.071741, 0.021576, 0.009806, -0.024687, -0.062408, 0.038873, -0.008327, 0.04347, 0.017522, -0.034059, -0.047407, 0.002014, 0.139851, 0.038564, 0.040959, 0.029349, 0.030373, -0.037722, -0.07208, -0.044665, 0.057155, 0.074089, -0.017271, -0.020241, 0.074619, 0.028292, -0.024386, -0.01394, 0.006127, 0.02768, -0.075222, 0.000948, 0.01287, 0.072124, -0.130424, -0.015262, 0.052385, 0.05342, -0.051212, -0.027757, -0.069444, -0.013229, -0.004016, -0.10419, -0.007794, -0.022375, -0.0101, -0.115553, -0.077953, -0.119195, -0.068355, -0.111239, 0.053925, -0.009935, -0.012937, -0.105287, 0.072738, 0.028162, 0.103806, -0.006776, -0.016551, 0.062915, 0.071397, -0.003609, 0.044018, -0.059475, 0.049343, 0.051353, 0.03663, 0.065845, 0.018014, -0.047235, -0.022807, 0.048834, -0.098044, -0.010154, -0.088801, -0.041458, -0.047424, -0.097239, -0.066221, -0.074943, 0.042923, 0.014707, 0.033233, -0.09745, 0.003152, 0.095483, 0.047187, -0.084771, -0.037156, -0.001119, 0.073635, -0.017686, 0.058029, 0.025758, 0.034979, -0.018476, 0.044603, 0.143415, 0.012734, -0.039239, -0.064415, -0.001778, -0.06793, 0.015654, -0.061824, 0.049664, -0.026428, 0.049221, 0.156536, -0.002512, -0.063711, -0.024629, -0.0234, 0.094416, 0.058912, 0.036632, -0.005158, 0.107236, 0.050743, -0.022683, -0.035473, -0.016928, -0.064615, -0.000552, 0.000762, -0.043359, 0.041584, 0.087394, 0.037176, 0.105173, 0.044892, -0.01612, -0.107815, 0.136854, -0.039897, 0.008393, -0.009229, -0.037403, -0.008883, 0.078199, 0.015193, 0.025195, -0.012589, 0.114122, -0.080576, -0.104034, 0.023608, 0.007993, -0.017357, 0.034789, 0.061309, 0.012457, -0.057315, 0.061139, -0.058136, 0.011504, -0.097341, -0.071763, 0.066054, 0.095289, -0.044914, 0.125817, 0.075382, 0.022982, 0.094464, -0.023204, 0.070872, 0.076756, 0.132835, 0.113282, -0.104494, 0.045595, 0.120135, 0.12006, 0.022114, 0.059456, 0.012954, 0.038393, 0.021548, 0.003212, 0.067706, 0.081851, -0.006044, 0.016822, -0.031041, 0.060866, -0.106893, -0.009624, -0.08463, -0.047325, -0.026628, 0.024767, 0.116678, 0.079043, -0.090473, -0.046524, -0.053344]
        }
      ],
      "embedding": [-0.066562, -0.012864, 0.037035, -0.037726, 0.147097, -0.006296, 0.08795, 0.104647, -0.0943, -0.01293, -0.121796, -0.003655, -0.016683, -0.018913, 0.053956, 0.018071, -0.055966, -0.08025, -0.014013, -0.061589, -0.039196, 0.002325, 0.014782, -0.000704, -0.008639, -0.069561, -0.01348, 0.002803, -0.071611, -0.015704, -0.060488, 0.031743, 0.034825, 0.065193, -0.020542, 0.022661, -0.043841, 0.030859, 0.005756, -0.106466, -0.038454, -0.1355, -0.05259, 0.046675, 0.054425, 0.035127, -0.134695, 0.077024, -0.120549, 0.105143, -0.123702, 0.014066, 0.045723, 0.000506, -0.04101, 0.052813, 0.080399, -0.078613, 0.05211, 0.037303, -0.023816, -0.095303, -0.012587, -0.012819, 0.055912, -0.006543, -0.052782, -0.026074, -0.026604, 0.130292, 0.065051, 0.019552, 0.042062, 0.023025, -0.05167, -0.067584, -0.041962, 0.041348, 0.065095, 0.020658, 0.034593, 0.077688, 0.050091, -0.030209, 0.006717, -0.011938, 0.043733, -0.064026, -0.031281, 0.039886, 0.075455, -0.111009, -0.004681, 0.057211, 0.050814, 0.00217, -0.071947, -0.0631, -0.009207, -0.010035, -0.147968, 0.008838, 0.022113, -0.036445, -0.107474, -0.001679, -0.118719, -0.069276, -0.090113, 0.065108, -0.006006, -0.063358, -0.082567, 0.104131, -0.032956, 0.127978, 0.014421, 0.052206, -0.000318, 0.073557, -0.000287, 0.025667, -0.035151, 0.047483, 0.040405, 0.012036, 0.089467, -0.046345, -0.035763, -0.063802, 0.041346, -0.030702, 0.024456, -0.105075, -0.062994, -0.055747, -0.120218, -0.100787, -0.068906, 0.12232, -0.010639, -0.004551, -0.061207, 0.012567, 0.055281, 0.030971, -0.090793, -0.073594, -0.012265, 0.064039, -0.062211, 0.072736, 0.035459, 0.027098, -0.048464, 0.051511, 0.133181, 0.021067, -0.047896, -0.042581, 0.03322, -0.070531, 0.011233, -0.049426, 0.056685, -0.010544, -0.023703, 0.108737, 0.014745, -0.048155, -0.006447, -0.033082, 0.077971, 0.056667, 0.086027, -0.017898, 0.091986, 0.044671, -0.062276, -0.007709, -0.025341, -0.078396, 0.001165, 0.033667, -0.063044, 0.002077, 0.089848, 0.097748, 0.10695, 0.041927, 0.011159, -0.081606, 0.105293, -0.044036, 0.035356, -0.027123, -0.075682, 0.018144, 0.091316, 0.062526, 0.034871, 0.011894, 0.090169, -0.051781, -0.097673, 0.023392, 0.005559, 0.01634, 0.075921, 0.036643, -0.005858, -0.059202, 0.075893, -0.051653, 0.014403, -0.079654, -0.091649, 0.006689, 0.05575, -0.093671, 0.129098, 0.052947, 0.044082, 0.038528, -0.02427, 0.041234, 0.104135, 0.114571, 0.141853, -0.095379, 0.007577, 0.111136, 0.068673, 0.046129, 0.024339, 0.07323, 0.038918, 0.002429, 0.001622, 0.047883, 0.07186, -0.016255, -0.000311, -0.055542, 0.062867, -0.104006, 0.004119, -0.039675, -0.017409, -0.025573, 0.045043, 0.126285, 0.075393, -0.099622, -0.058497, -0.004047]
    },
    {
      "name": "gdelt-mcp-server",
      "displayName": "GDELT",
      "description": "Search and analyze global news coverage and US television transcripts via the GDELT Project's real-time APIs via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://gdelt.caseyjhand.com/mcp",
      "npm": "@cyanheads/gdelt-mcp-server",
      "github": "https://github.com/cyanheads/gdelt-mcp-server",
      "version": "0.1.6",
      "auth": "none",
      "keywords": [
        "news",
        "world news",
        "media monitoring",
        "journalism",
        "news coverage",
        "news analysis",
        "global news",
        "breaking news",
        "geopolitics",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "gdelt",
        "global-news",
        "news-analytics",
        "media-monitoring",
        "sentiment-analysis",
        "tv-news",
        "event-monitoring",
        "media-analysis"
      ],
      "tools": [
        {
          "name": "gdelt_search_articles",
          "description": "Search the last 3 months of global news coverage (65+ languages) using the GDELT DOC API. Returns up to 250 articles with URL, title, source domain, language, country, publication date, and social image URL. Query supports full GDELT syntax: phrases (\"bird flu\"), boolean OR ((flu OR pandemic)), source country (sourcecountry:china), source language (sourcelang:spanish), domain (domain:who.int), GKG theme (theme:DISEASE_OUTBREAK), tone filter (tone<-5 for negative), proximity (near20:\"flu virus\"), and repeat (repeat3:\"outbreak\"). Note: this API covers only the most recent 3 months — use gdelt_search_tv for historical TV transcripts back to 2009.",
          "embedding": [0.013076, -0.040325, 0.065077, -0.091875, 0.068196, 0.054038, -0.020046, 0.082643, -0.010593, 0.009778, -0.115662, 0.022885, 0.006366, 0.082179, 0.096041, -0.073033, -0.024596, -0.052627, -0.020599, -0.060684, 0.0499, 0.01763, 0.035036, 0.04544, 0.024779, -0.074798, -0.020643, 0.087228, -0.06146, 0.067785, -0.057856, 0.088935, 0.052377, 0.040499, -0.107173, 0.066898, -0.035885, 0.080533, -0.043626, -0.046066, -0.02595, -0.111424, -0.062748, 0.018839, -0.045763, 0.012075, -0.173679, 0.136551, -0.08098, 0.003702, -0.080202, 0.019944, 0.004451, -0.035383, -0.05131, 0.037523, 0.066901, -0.134151, -0.010785, 0.006321, -0.006609, -0.132326, -0.000187, -0.026603, -0.040041, -0.087059, -0.098676, 0.021053, 0.035982, -0.031346, 0.057424, 0.051108, -0.011812, 0.10283, 0.062781, -0.060231, -0.119132, -0.01217, 0.006722, 0.017867, -0.00338, -0.018518, 0.063735, -0.099438, -0.005612, -0.004283, 0.14251, 0.011677, -0.034465, -0.024899, -0.026978, -0.035195, 0.042386, 0.001796, 0.006473, -0.029024, -0.050783, 0.054495, -0.025189, -0.056703, -0.022498, -0.0563, 0.021565, -0.060077, -0.095459, -0.038021, -0.060177, -0.003441, -0.074438, 0.016173, 0.053861, 0.113887, -0.044089, -0.152647, -0.031885, 0.055732, -0.02754, -0.030215, -0.102875, -0.000402, -0.041912, 0.077527, -0.054731, 0.041549, 0.042093, -0.060814, 0.047195, -0.025187, 0.06022, -0.049491, 0.08747, 0.015785, 0.078722, -0.010212, -0.055605, 0.016418, 0.026275, -0.025245, 0.046808, 0.018076, 0.049666, -0.080447, -0.166014, -0.048201, 0.05843, 0.037345, -0.023928, -0.045679, -0.017553, 0.067979, -0.061765, 0.034327, 0.014246, -0.04407, -0.044689, 0.030497, 0.013422, 0.005344, -0.079921, -0.027923, 0.147475, 0.072524, 0.01156, -0.044515, 0.019944, 0.037743, -0.006177, 0.05565, 0.007212, 0.037225, -0.060965, -0.02418, 0.099164, -0.003172, 0.08212, 0.040235, 0.107706, -0.064284, -0.045812, 0.073436, -0.003646, -0.015093, 0.028176, -0.059714, 0.003645, -0.073903, 0.074139, 0.038568, 0.03378, 0.074357, -0.02884, -0.093411, 0.021925, 0.042649, -0.016485, -0.091501, 0.038914, 0.058936, 0.125934, 0.042634, -0.054528, -0.026438, 0.09794, -0.024147, -0.069296, -0.094424, -0.007087, -0.02508, -0.101851, 0.098176, 0.137366, -0.117389, -0.016009, -0.080204, 0.00027, -0.08373, -0.039081, 0.065042, 0.054709, -0.02039, 0.108958, 0.01002, -0.047615, 0.094952, -0.059544, 0.050559, 0.109391, 0.094379, 0.102648, -0.023214, -0.010273, 0.076406, 0.041435, -0.015782, 0.023457, 0.016464, -0.083316, 0.036327, 0.06019, 0.040954, 0.145099, 0.017485, 0.052627, -0.009461, 0.0717, -0.007817, 0.075791, -0.119507, -0.010821, -0.063218, 0.017071, 0.058396, -0.007835, -0.13499, -0.055793, 0.007983]
        },
        {
          "name": "gdelt_get_coverage_timeline",
          "description": "Retrieve a time series showing when news coverage of a topic spiked, or how average tone shifted over time. Use mode \"volume\" for normalized coverage intensity (% of all global coverage per timestep). Use mode \"volume_with_articles\" for the same signal plus the top articles that drove each spike — this is the primary signal-detection mode: a single call reveals both the spike and its cause, avoiding a follow-up gdelt_search_articles call. Use mode \"tone\" for average sentiment score per timestep (negative = hostile/fearful, positive = celebratory). Date resolution is automatically chosen based on timespan: hours for short windows, days for longer ones. Note: DOC API covers only the last 3 months.",
          "embedding": [-0.040561, -0.104673, 0.084955, -0.063974, 0.088478, 0.008046, -0.026915, 0.050877, -0.049171, -0.068806, -0.10141, 0.099387, 0.018643, 0.067601, 0.052218, -0.056076, 0.024079, -0.08588, -0.018471, -0.047642, -0.025683, -0.016999, 0.053734, 0.066428, 0.021562, -0.074925, 0.035711, 0.053144, -0.073988, 0.020845, -0.07095, 0.055109, 0.006372, 0.024498, -0.004906, 0.104161, -0.000126, 0.013692, -0.053292, -0.08017, -0.011566, -0.143693, -0.123409, 0.018093, -0.0611, 0.014114, -0.120311, 0.101097, -0.095503, -0.057878, -0.068859, 0.118952, -0.061592, -0.006153, -0.029095, 0.022974, 0.025759, -0.097579, 0.019471, -0.033111, 0.049627, -0.168469, -0.051724, -0.037971, 0.010897, -0.079117, -0.065986, 0.028001, 0.049617, 0.01048, 0.022927, 0.050268, 0.047235, 0.098764, 0.059489, -0.031109, -0.081467, -0.009278, 0.018593, -0.019043, -0.039726, -0.041311, 0.07359, -0.041574, 0.041979, 0.023006, 0.165376, 0.019623, 0.000284, -0.002955, -0.028348, -0.084462, 0.101934, 0.02675, 0.015318, 0.037193, -0.064651, 0.029518, 0.03747, -0.026031, -0.088645, -0.021294, 0.003819, -0.018236, -0.069819, -0.027636, -0.046794, 0.004875, -0.160343, 0.008128, -0.060403, 0.086382, -0.047846, -0.084493, -0.013719, 0.020329, 0.001232, 0.034295, -0.042887, -0.012497, -0.090227, 0.08156, -0.028505, 0.038348, -0.052371, -0.102463, 0.115346, -0.013446, 0.058885, -0.028604, -0.007335, -0.006294, 0.088174, -0.012108, -0.101427, -0.01443, 0.097756, -0.045315, 0.017941, 0.036396, 0.021246, -0.031411, -0.160961, -0.076681, 0.079556, -0.004172, -0.054686, -0.056916, -0.031733, 0.048021, -0.042079, -0.067802, -0.036407, -0.047618, 0.019835, 0.016421, 0.068216, -0.054912, -0.082057, 0.00087, 0.089667, 0.037425, 0.035813, -0.03935, 0.084401, 0.020205, 0.025011, 0.024122, 0.05453, -0.015165, -0.001116, 0.037409, 0.104953, 0.028289, 0.100319, 0.092771, 0.070919, -0.050036, -0.087189, 0.02115, 0.000182, 0.054871, 0.021314, -0.081364, -0.026566, -0.130414, 0.065021, 0.005426, -0.014857, 0.048603, -0.008492, -0.087943, 0.046463, -0.046008, 0.049168, -0.122727, 0.046527, 0.044105, 0.091923, 0.039328, 0.0204, -0.03248, 0.108514, -0.018149, -0.021437, -0.083154, -0.022598, -0.053692, -0.066862, 0.05943, 0.031633, -0.107207, -0.015636, -0.066067, 0.006714, -0.035975, -0.068041, 0.07166, 0.059271, -0.088915, 0.126898, 0.018471, -0.014299, 0.090672, -0.047571, 0.040245, 0.084625, 0.11513, 0.084666, -0.016558, -0.024651, 0.053087, 0.005828, -0.054606, -0.061543, 0.014346, -0.005272, 0.079938, 0.053645, -0.033139, 0.115744, 0.079104, 0.061847, 0.03513, 0.035045, -0.056282, 0.086779, -0.0814, -0.1082, -0.060926, -0.021554, 0.077273, -0.007832, -0.125375, -0.006787, 0.066434]
        },
        {
          "name": "gdelt_get_tone_distribution",
          "description": "Get the tonal distribution of articles matching a query as a histogram (bins approximately -30 to +30). Unlike a single average tone score, the histogram reveals whether coverage is uniformly negative, bimodal (some articles extremely positive and some extremely negative), or clustered near neutral. Each bin includes representative article URLs. Distinct from gdelt_get_coverage_timeline (mode: tone) — this is a snapshot distribution across all matching articles, not a time series. Use gdelt_get_coverage_timeline with mode \"tone\" to see how sentiment shifted over time.",
          "embedding": [-0.001466, -0.060215, 0.050509, -0.047025, 0.126875, 0.012736, -0.040542, 0.059583, -0.049874, -0.090783, -0.104, 0.065682, 0.009251, 0.028247, 0.064915, 0.003154, -0.015161, -0.085395, 0.014186, -0.053112, 0.005408, -0.041737, 0.045366, 0.024393, 0.022107, -0.070974, 0.086209, 0.129505, -0.055255, 0.045721, -0.086895, 0.097852, 0.038328, 0.024708, -0.011344, 0.030477, -0.032761, -0.008977, 0.006819, -0.109558, 0.027268, -0.084699, -0.082985, 0.012828, -0.054608, -0.03261, -0.06266, 0.156697, -0.130245, -0.014902, -0.064443, 0.094363, -0.103339, 0.032652, -0.00099, -0.003099, 0.063513, -0.086754, 0.020932, 0.000236, 0.089405, -0.177134, -0.104387, -0.018162, -0.068637, -0.103858, -0.048998, 0.062731, 0.03473, 0.018898, -0.005212, 0.031035, 0.062393, 0.06441, 0.0396, 0.019123, -0.084877, 0.015438, 0.014708, -0.014548, -0.033577, -0.013339, 0.115123, 0.010979, 0.034132, 0.04904, 0.172714, 0.028231, 0.001101, -0.025886, -0.010846, -0.074661, 0.099592, 0.058363, 0.012714, -0.02263, 0.000442, 0.031213, 0.019427, -0.024432, -0.00801, -0.03171, 0.015165, -0.101981, -0.024671, -0.042467, -0.068542, 0.00624, -0.152444, 0.07429, -0.02188, 0.035688, -0.043181, -0.109838, 0.004341, -0.018909, 0.014388, -0.00628, -0.032347, 0.015077, -0.033881, 0.111476, -0.026566, -0.009537, -0.031734, -0.082571, 0.041482, 0.011987, 0.045031, 0.029843, 0.000423, 0.011265, 0.107002, -0.029955, -0.090464, -0.033207, 0.021371, -0.054326, 0.035561, -0.013814, 0.046135, 0.044368, -0.146286, -0.147469, 0.065438, -0.003148, -0.018072, -0.102173, -0.03376, 0.064653, 0.00157, 0.023252, -0.024444, -0.089807, -0.000793, 0.032686, 0.014846, -0.053584, -0.086974, 0.023919, 0.071055, -0.051457, 0.034545, -0.049, 0.056808, 0.079663, -0.032171, 0.052323, -0.012952, 0.003219, 0.031755, -0.025588, 0.039765, 0.020086, 0.0737, -0.005221, 0.04886, -0.016542, -0.003923, 0.029589, 0.027823, 0.01946, 0.037823, -0.076554, 0.006411, -0.100863, 0.008425, -0.05018, 0.052743, 0.131311, 0.005052, -0.091296, 0.098799, 0.018827, 0.017794, -0.103354, -0.000244, 0.01367, 0.137004, 0.011046, -0.020452, -0.093658, 0.099422, -0.060471, 0.002469, -0.084974, -0.081784, -0.020775, -0.050838, 0.113789, -0.032086, -0.165547, -0.002115, 0.025414, 0.051915, -0.016617, -0.072774, 0.050203, 0.018034, -0.093604, 0.096717, 0.022415, 0.009385, 0.056002, -0.003735, 0.073619, 0.056345, 0.110112, 0.114572, 0.036504, -0.038533, 0.055978, 0.05288, -0.02127, -0.041284, 0.013458, -0.023844, 0.061901, 0.084506, -0.046973, 0.119732, 0.102005, 0.015019, 0.021942, -0.012232, -0.018509, -0.014044, -0.09342, -0.051082, -0.01787, -0.053079, 0.071942, -0.023574, -0.165611, -0.072075, -0.05342]
        },
        {
          "name": "gdelt_get_coverage_breakdown",
          "description": "Break down news coverage volume over time by source language or source country, returning a multi-series time series (one series per language or country). Shows which countries or languages drove early vs. late coverage — useful for tracing how a story propagated geographically or across language communities. Returns up to 10 series by total volume; remaining series are aggregated into an \"Other\" bucket. Use breakdownBy \"country\" with the signal-detection chain to map geographic attention, or \"language\" to detect non-English media surges.",
          "embedding": [-0.02597, -0.073329, 0.100453, -0.054456, 0.095582, 0.03013, -0.023262, 0.065236, -0.057158, -0.02088, -0.148986, 0.054809, 0.074872, 0.054238, 0.055855, -0.043257, 0.03026, -0.088286, -0.013257, -0.068542, -0.011741, -0.042207, 0.062081, 0.038258, -0.022835, -0.030675, 0.007899, 0.067455, -0.047344, -0.022953, -0.079383, 0.08534, 0.005211, 0.090658, 0.000581, 0.056758, -0.043389, 0.066885, -0.012508, -0.057507, 0.006283, -0.107581, -0.104824, 0.043197, -0.047942, 0.010483, -0.126988, 0.152666, -0.128649, 0.021594, -0.051139, 0.110845, -0.063505, -0.02337, -0.005323, 0.006426, 0.062241, -0.133214, 0.036582, -0.082177, 0.042006, -0.095095, -0.010371, -0.054569, 0.01305, -0.113792, -0.033539, 0.029118, 0.028717, 0.006152, -0.020179, 0.026449, 0.02032, 0.110733, 0.050161, -0.016358, -0.079582, -0.066604, -0.017743, -0.048145, -0.067152, -0.012076, 0.043048, -0.024777, 0.042114, 0.018471, 0.155725, 0.008338, -0.04729, 0.094102, -0.011133, -0.105697, 0.031867, 0.054818, 0.06141, -0.018393, -0.040762, 0.052263, 0.010142, -0.05709, -0.033563, -0.023622, 0.076393, -0.057994, -0.063015, -0.063059, -0.051711, 0.046263, -0.15015, 0.022251, 0.025876, 0.032094, -0.0492, -0.077543, -0.001953, 0.009708, 0.028186, 0.04399, -0.040799, 0.073427, -0.052014, 0.015115, -0.049116, 0.115346, -0.042534, -0.095403, 0.05585, -0.019194, 0.061615, -0.038176, -0.022067, -0.053751, 0.083639, 0.023795, -0.071319, -0.061131, 0.095139, -0.010136, 0.028321, -0.013747, 0.007768, -0.009996, -0.196067, -0.09528, 0.056289, 0.001928, -0.112188, -0.057067, -0.006073, 0.07175, -0.044657, -0.047436, -0.056113, 0.000319, 0.031356, 0.034404, 0.091601, -0.011825, -0.056792, 0.003489, 0.100642, 0.036608, 0.048856, -0.062229, 0.040648, 0.058187, 0.017359, 0.088767, 0.032638, 0.000658, -0.037101, 0.044373, 0.076399, 0.001156, 0.089088, 0.031772, 0.11579, -0.001373, -0.045617, 0.046656, 0.00226, 0.001183, 0.062376, -0.055142, -0.00655, -0.06915, 0.057191, 0.010675, -0.00772, 0.074855, 0.034763, -0.088251, 0.002216, -0.035541, 0.0601, -0.141966, 0.035033, 0.081402, 0.141112, 0.059246, -0.030801, -0.00224, 0.059098, -0.009837, 0.028926, -0.047126, -0.019146, -0.026556, -0.041674, 0.025019, -0.004678, -0.069616, -0.057361, -0.067933, 0.001408, -0.048141, -0.09487, 0.067834, 0.043219, -0.013355, 0.126768, 0.02722, -0.040429, 0.033357, -0.043177, 0.020847, 0.141629, 0.09605, 0.088281, -0.081901, -0.075876, 0.043731, 0.055841, -0.081857, -0.040279, -0.015186, -0.045728, 0.076526, 0.066036, -0.009046, 0.070263, 0.066498, 0.038504, 0.053839, 0.041962, -0.00957, 0.051234, -0.119074, -0.045893, -0.091139, -0.01117, 0.093461, 0.041016, -0.138577, -0.032292, 0.006967]
        },
        {
          "name": "gdelt_search_tv",
          "description": "Search US television news closed captions (2009–October 2024, 150+ stations) for spoken mentions of a query. Returns a normalized per-station time series showing relative airtime devoted to the topic. Use the stations parameter to compare specific networks (e.g. [\"CNN\", \"FOXNEWS\", \"MSNBC\"]); omit to get combined national coverage. TV query also supports in-query operators: station:CNN, network:CBS, market:\"National\", show:\"Anderson Cooper 360\", context:\"vaccine\". Important: most station monitoring ended October 2024 — use gdelt_list_tv_stations to verify active date ranges before querying recent events.",
          "embedding": [-0.071883, -0.062546, 0.077789, -0.033128, 0.005403, 0.042767, -0.019531, 0.095269, -0.105524, 0.002856, -0.110167, 0.054819, -0.015068, 0.040847, 0.062992, -0.028672, 0.032393, -0.03989, -0.021737, -0.064974, 0.01765, 0.012982, 0.020739, 0.032396, -0.080608, -0.041045, -0.041867, 0.026175, -0.023654, 0.128237, -0.053748, 0.066091, 0.004429, 0.029415, -0.02394, 0.070678, 0.018537, 0.110268, -0.042233, -0.028182, -0.063543, -0.140653, -0.054432, -0.03317, -0.062409, 0.004639, -0.099155, 0.137951, 0.002946, -0.021206, -0.026067, 0.071551, 0.050746, 0.102182, -0.047312, 0.042885, 0.060345, -0.161532, 0.00948, -0.017859, 0.039792, -0.070185, -0.027448, -0.056847, 0.080603, -0.138918, -0.088048, -0.05731, 0.062703, -0.001747, 0.051031, 0.069576, 0.035388, 0.109706, 0.037542, 0.034462, -0.11525, -0.030028, 0.026239, 0.008005, -0.049404, 0.031216, 0.063294, -0.009325, -0.005367, 0.040859, 0.112677, -0.035487, -0.127648, 0.03905, -0.011078, -0.029389, 0.039553, -0.006976, 0.039626, -0.045995, -0.02203, 0.053538, -0.079183, -0.039748, -0.048745, -0.067279, 0.092539, -0.078928, -0.115789, -0.068277, -0.016514, -0.018878, -0.067086, 0.027661, 0.019103, 0.172148, 0.065211, -0.106013, -0.055061, 0.010251, -0.002743, -0.023121, -0.105572, 0.047393, -0.046652, 0.048047, -0.064172, 0.044718, -0.005324, -0.049792, 0.018639, -0.00538, 0.02925, -0.025831, 0.03, -0.025219, 0.09475, 0.043071, -0.113355, -0.026816, 0.04322, -0.082104, -0.036413, 0.025565, 0.059228, -0.027145, -0.144295, -0.050396, 0.053662, 0.081949, -0.098496, 0.003242, -0.009758, 0.04823, -0.086953, -0.037043, 0.019253, -0.030293, 0.001462, -0.000696, 0.048055, 0.006018, -0.070405, -0.006263, 0.13078, 0.042735, 0.013689, -0.094771, 0.04879, 0.030178, -0.038271, 0.041067, 0.020661, -0.002362, -0.011642, 0.062064, 0.065744, -0.058205, 0.019387, 0.02582, 0.046519, -0.043381, -0.064851, 0.058921, -0.014402, -0.04476, 0.080467, -0.01075, 0.057571, -0.106616, 0.008166, -0.001813, 0.026667, 0.01272, -0.022985, -0.120785, -0.035223, 0.024851, 0.036138, -0.090997, -0.007172, 0.097689, 0.080811, 0.000817, -0.00666, -0.002831, 0.061789, -0.019966, -0.049303, -0.051372, -0.042417, -0.094386, -0.095182, 0.112829, 0.016314, -0.166305, -0.020486, -0.066012, 0.017701, -0.060881, -0.099853, 0.034291, 0.063611, -0.023674, 0.10573, 0.041141, 0.006275, 0.072449, -0.151087, 0.104408, 0.137723, 0.07327, 0.074475, 0.00601, -0.013978, 0.100856, 0.08228, -0.017846, -0.03927, -0.000033, -0.027869, 0.032829, 0.013881, 0.027293, 0.136634, 0.076552, 0.038687, 0.026241, 0.033736, -0.007402, 0.023886, -0.032414, -0.04231, -0.110709, -0.071548, 0.05827, 0.007281, -0.083587, 0.019131, 0.031873]
        },
        {
          "name": "gdelt_get_tv_clips",
          "description": "Retrieve the top matching TV news clips (up to 3,000) for a query from the Internet Archive's Television News Archive. Each clip includes show name, station, air timestamp, a 15-second transcript excerpt, and a direct link to view the full one-minute clip. Use after gdelt_search_tv to read the actual transcript content driving a coverage spike. Archive coverage spans 2009–October 2024.",
          "embedding": [-0.017895, -0.00589, 0.084102, 0.006591, -0.002402, -0.057624, -0.07987, 0.02282, -0.055014, -0.031168, -0.170687, 0.051725, 0.025995, 0.055763, 0.080862, -0.077929, -0.009112, -0.014936, 0.017442, -0.047925, 0.019609, 0.035793, 0.043955, 0.027247, 0.027209, -0.042232, -0.023619, 0.008011, -0.105627, 0.114162, -0.154237, -0.005879, 0.031045, 0.03939, -0.084245, 0.095617, 0.005913, 0.092325, -0.061847, -0.013239, -0.06172, -0.074946, -0.034544, 0.011522, -0.000114, 0.017475, -0.104873, 0.142628, -0.066563, -0.041051, -0.030381, 0.136209, -0.018516, 0.009838, -0.060469, 0.030634, 0.117629, -0.101752, 0.010645, 0.026266, 0.037624, -0.060206, 0.026112, -0.0543, -0.018205, -0.107658, -0.041025, 0.00457, 0.023085, -0.006931, 0.055962, 0.023008, 0.043588, 0.074465, 0.052018, -0.028345, -0.044319, -0.036205, 0.082908, 0.000353, -0.004919, 0.002506, 0.005804, -0.025261, 0.085693, -0.009388, 0.080137, 0.026141, -0.094517, 0.0737, -0.078717, -0.003372, -0.009967, -0.060857, -0.040312, -0.011096, -0.045006, 0.071088, 0.030871, -0.012447, 0.013814, -0.125052, 0.035036, -0.08531, -0.083928, -0.018496, -0.076084, -0.04664, -0.061791, 0.048514, 0.041111, 0.062978, 0.024536, -0.14264, -0.02243, 0.013897, 0.013767, -0.071845, -0.130778, 0.066879, -0.093528, 0.02934, -0.065075, 0.030447, 0.093093, -0.04763, 0.016914, -0.100398, 0.085652, -0.003555, 0.039313, 0.036236, 0.063492, -0.033616, -0.022719, 0.01087, 0.027646, -0.029219, 0.015835, 0.006153, 0.007248, -0.037325, -0.116081, -0.058076, 0.023652, -0.016156, -0.115319, -0.066795, -0.047883, 0.020019, -0.079203, -0.004148, 0.034608, -0.061413, 0.00152, -0.024997, 0.068431, 0.033577, -0.099175, 0.020636, 0.135112, 0.057417, 0.004775, -0.05626, -0.008602, 0.009044, -0.04754, 0.005942, 0.044599, 0.02203, -0.014447, 0.059119, 0.033371, -0.042899, 0.015795, 0.08056, 0.111858, -0.039175, -0.058094, 0.005319, -0.023107, -0.089176, 0.001584, 0.01034, 0.051491, -0.079169, 0.050979, 0.063594, 0.084692, 0.047315, 0.006151, -0.145178, -0.058801, 0.037405, -0.011983, -0.105708, 0.070875, 0.058094, 0.133412, 0.054578, -0.028356, -0.007856, 0.098892, 0.001485, -0.044101, -0.083198, 0.007231, -0.047291, -0.052187, 0.092877, 0.017546, -0.112566, 0.017673, -0.073551, 0.002085, -0.047633, -0.032933, 0.027415, 0.076658, -0.039952, 0.070199, 0.061845, 0.03545, 0.053371, -0.137402, 0.080703, 0.143764, 0.082405, 0.111454, 0.041708, -0.055486, 0.138098, 0.013429, -0.050699, -0.004654, -0.040002, -0.004619, 0.06574, 0.028687, -0.009628, 0.147177, 0.010412, 0.055817, 0.047813, 0.04552, -0.052895, 0.109164, 0.001299, 0.008271, -0.114318, -0.015846, 0.066116, -0.050132, -0.110788, -0.106083, 0.013524]
        },
        {
          "name": "gdelt_get_tv_context",
          "description": "Get the top co-occurring words and phrases from TV news clips matching a query — the vocabulary framing a topic on television. Returns the most frequent non-stopword terms from matching clips, with relative frequency scores (0–100, where 100 = the query term itself). Use to understand narrative framing, identify related concepts mentioned alongside a topic, or generate follow-up search terms. TV data spans 2009–October 2024.",
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        },
        {
          "name": "gdelt_get_tv_trending",
          "description": "Retrieve trending topics, keywords, and phrases currently dominating US television news across national networks. No query required — returns the top memes of the present news cycle. Updated every 15 minutes. Note: the GDELT TV archive feed stopped updating around October 2024; results from this endpoint reflect that most-recent archived data rather than a live feed.",
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        },
        {
          "name": "gdelt_list_tv_stations",
          "description": "List all television stations available for TV search with their market, network, monitoring start date, and monitoring end date. Stations with an end date within the last 24 hours are flagged as active; stations with earlier end dates are discontinued. Use before querying to verify a station was active during the target time period, or to discover valid station IDs for the stations parameter in other TV tools. Most station monitoring ended October 2024 when the Internet Archive TV feed stopped updating.",
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        }
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    },
    {
      "name": "hn-mcp-server",
      "displayName": "Hacker News",
      "description": "MCP server for Hacker News — feeds, threads, users, and search via Firebase and Algolia APIs",
      "category": "utility",
      "endpoint": "https://hn.caseyjhand.com/mcp",
      "npm": "@cyanheads/hn-mcp-server",
      "github": "https://github.com/cyanheads/hn-mcp-server",
      "version": "0.5.7",
      "auth": "none",
      "keywords": [
        "hacker news",
        "tech news",
        "technology",
        "startups",
        "programming",
        "software",
        "tech community",
        "silicon valley",
        "developer discussions",
        "tech industry",
        "coding",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "hacker-news",
        "hn",
        "firebase",
        "algolia"
      ],
      "tools": [
        {
          "name": "hn_get_stories",
          "description": "Fetch stories from an HN feed (top, new, best, ask, show, jobs), with title, URL, score, author, and comment count for each story.",
          "embedding": [0.080842, 0.048783, 0.112342, 0.013712, 0.106468, 0.057228, -0.027265, 0.043633, -0.038441, 0.033552, -0.158329, 0.106638, -0.078407, -0.048862, 0.049371, -0.076269, -0.015906, -0.050309, -0.024176, -0.019363, 0.012423, -0.033648, 0.074355, -0.028403, -0.008954, -0.036944, -0.046708, 0.049682, -0.058837, 0.023537, -0.089342, 0.042688, 0.031821, 0.002267, -0.035468, 0.07857, -0.012335, 0.030869, -0.000188, -0.13716, -0.06431, -0.081066, -0.113891, 0.060668, 0.055171, 0.06878, -0.196669, 0.030439, -0.0622, 0.060881, -0.05043, 0.098287, -0.006035, 0.043823, 0.01719, 0.056661, 0.112942, -0.117902, 0.027945, 0.083953, 0.051814, -0.064267, 0.078445, -0.057882, 0.035284, -0.050217, -0.035279, -0.056285, 0.03447, 0.099138, 0.045458, -0.015383, -0.016836, 0.048794, 0.057733, -0.069585, -0.050532, 0.115428, 0.028401, -0.088101, -0.056371, 0.067583, 0.085999, 0.077595, 0.053435, 0.023355, 0.059709, 0.024854, -0.0383, 0.089119, -0.038194, -0.107045, 0.043461, 0.046468, 0.081618, 0.000489, 0.027897, 0.038207, 0.037148, -0.039485, -0.051562, -0.078319, -0.020902, -0.031037, -0.043903, 0.027101, -0.064059, -0.11751, -0.087398, -0.030671, -0.025513, 0.059894, -0.0535, 0.01801, -0.048334, 0.112058, -0.048145, 0.017094, -0.060297, -0.05967, -0.019678, -0.021989, -0.052378, 0.114794, 0.049762, -0.028595, 0.02603, -0.008118, 0.021363, -0.077645, 0.014386, 0.052317, -0.022689, -0.012313, 0.001805, -0.02574, -0.030621, -0.033361, 0.040682, 0.006261, -0.05041, -0.001396, -0.140586, -0.024906, 0.108819, -0.022939, -0.063238, -0.053229, 0.043308, 0.0005, -0.016067, 0.060812, 0.055679, 0.032123, 0.020939, -0.012393, 0.135868, -0.018301, 0.034966, -0.00055, 0.053652, -0.013801, 0.003997, -0.049156, 0.044441, 0.091869, -0.023922, 0.104108, 0.026038, -0.055977, 0.043836, 0.005256, 0.060246, -0.091093, 0.080559, 0.021512, 0.146683, -0.038886, -0.044665, 0.002389, -0.00266, 0.013793, -0.001578, 0.037208, -0.04202, -0.062465, 0.005502, 0.068503, 0.061981, -0.002722, -0.047995, -0.059398, 0.130141, -0.001845, 0.110653, -0.083221, 0.027915, 0.076968, 0.076136, 0.037843, 0.100074, 0.043093, 0.062943, -0.017517, -0.039332, -0.089071, -0.006215, 0.000311, -0.066396, 0.021603, 0.028914, -0.025739, 0.088529, -0.015747, 0.067092, -0.029602, -0.061168, 0.009333, 0.06009, 0.032583, 0.152198, -0.027267, 0.077769, 0.113249, -0.030125, 0.124075, 0.108129, 0.075662, 0.076348, -0.012653, -0.144207, 0.12958, 0.02866, 0.08381, 0.002764, 0.069215, 0.027777, 0.019276, -0.011883, -0.051085, 0.039695, 0.033812, -0.041276, 0.049661, 0.061018, -0.079725, 0.038372, -0.015135, -0.015249, -0.000878, -0.126316, 0.030648, 0.053128, -0.107174, 0.042365, 0.017179]
        },
        {
          "name": "hn_get_thread",
          "description": "Get an item and its comment tree as a threaded discussion, with child comments resolved recursively. Use depth 0 for an item-only lookup.",
          "embedding": [0.074155, 0.004099, 0.130202, 0.029199, 0.056209, 0.076062, 0.039682, 0.020606, -0.085644, 0.065517, -0.056747, 0.074488, -0.083202, -0.046395, -0.028606, 0.009874, 0.053478, -0.053458, -0.081514, 0.007549, -0.058483, -0.040676, 0.030442, 0.013632, -0.00571, -0.058084, -0.015268, 0.050767, 0.005923, -0.00274, -0.13765, 0.06251, -0.017345, -0.056264, -0.044354, 0.03737, 0.050383, -0.032559, 0.02115, -0.130526, -0.088853, -0.130898, -0.047005, 0.035811, 0.111898, 0.130357, -0.220856, 0.035896, -0.070124, 0.060016, -0.118801, 0.085778, -0.003448, 0.083583, -0.026055, 0.045511, 0.037624, -0.107557, 0.052138, 0.066657, 0.016064, -0.060628, 0.071586, -0.057767, 0.133739, -0.018253, -0.044911, -0.086734, -0.077225, 0.118411, 0.046082, -0.029055, -0.031469, 0.045978, 0.063213, -0.014572, -0.1127, 0.125194, 0.018858, -0.044675, -0.0554, 0.116946, 0.076274, 0.06757, 0.041993, 0.066911, 0.082402, 0.041756, -0.122412, 0.066544, -0.055438, -0.055153, 0.037642, 0.021469, 0.055512, -0.054964, 0.020513, 0.006486, 0.014211, -0.058949, -0.065887, -0.054849, -0.009787, -0.012834, -0.044921, -0.003186, -0.013283, -0.059896, -0.108208, -0.043693, -0.03933, 0.114993, -0.045005, -0.001827, -0.057786, 0.098101, -0.067361, 0.052992, -0.072952, 0.008124, 0.062377, 0.039394, 0.02806, 0.101364, 0.083244, -0.021833, 0.057548, 0.041904, 0.000534, -0.032498, -0.007974, 0.07113, 0.032892, -0.011239, -0.055864, -0.030246, -0.013103, -0.027826, 0.056385, 0.021515, -0.004289, -0.046719, -0.025522, -0.016466, 0.055773, 0.049005, -0.085407, -0.079261, 0.05062, -0.029232, -0.046486, 0.007533, 0.048861, -0.029214, -0.055831, 0.028322, 0.098179, -0.077508, 0.00375, 0.042461, 0.050808, -0.020816, -0.086584, -0.019282, -0.011826, 0.077655, 0.00706, 0.050311, 0.012556, -0.071677, 0.024774, -0.001324, 0.074345, -0.10969, 0.033458, 0.049801, 0.078277, 0.004919, 0.02748, 0.014413, -0.000139, -0.056829, -0.025388, 0.044484, -0.061072, -0.057583, 0.018376, 0.037444, 0.010094, 0.005367, -0.067719, -0.065361, 0.120112, -0.04916, 0.058395, -0.035465, 0.039738, 0.066085, 0.061717, 0.064391, 0.099627, -0.046832, 0.044818, -0.044924, 0.004116, -0.04902, 0.033462, 0.052821, -0.028988, 0.06131, 0.005568, -0.057015, 0.054531, -0.094282, 0.03204, 0.028564, -0.072402, 0.007677, 0.05164, -0.045657, 0.121182, -0.071171, 0.045341, 0.023271, -0.049621, 0.097248, 0.078441, 0.068943, 0.042046, -0.106911, -0.106286, 0.115326, -0.030952, 0.051309, 0.047521, 0.14648, -0.037532, 0.056683, 0.036407, -0.049371, -0.026661, 0.02041, -0.061557, 0.030634, 0.046754, -0.141218, 0.011299, 0.048594, -0.032318, 0.008363, -0.035774, 0.078056, 0.071245, -0.063567, 0.096443, -0.032382]
        },
        {
          "name": "hn_get_user",
          "description": "Get an HN user profile with karma, about, and optionally their most recent submissions resolved into full items.",
          "embedding": [0.115562, 0.050021, 0.11831, 0.006766, 0.112986, 0.032883, 0.032718, 0.019323, -0.052529, 0.045674, -0.112911, 0.060276, -0.099496, -0.082126, -0.028063, -0.074165, 0.009125, -0.050455, -0.056798, -0.015036, -0.014925, -0.023926, 0.036537, -0.014972, 0.010188, -0.014027, -0.012328, 0.051229, -0.048502, 0.052675, -0.061756, 0.040176, 0.02744, 0.016197, 0.033425, 0.074672, 0.006876, 0.035929, 0.006725, -0.123132, -0.028696, -0.158334, -0.049779, 0.092822, 0.020733, 0.008987, -0.165314, 0.041942, -0.047015, 0.07335, -0.047171, 0.072268, -0.02014, 0.021131, 0.02524, 0.070763, 0.099399, -0.119634, 0.056573, 0.05748, 0.080902, -0.083603, 0.049314, -0.074504, 0.072909, 0.030751, -0.030822, -0.082345, -0.020047, 0.05771, 0.04266, -0.008038, -0.023487, 0.037261, 0.004362, -0.122964, -0.077293, 0.130251, 0.055487, -0.033998, -0.016173, 0.049658, 0.066831, 0.10544, 0.016151, 0.001494, 0.101622, 0.058365, -0.080355, 0.074278, 0.029689, -0.129018, 0.093585, 0.007258, 0.082857, -0.047256, 0.036597, 0.000013, 0.030246, -0.052995, -0.05014, -0.054082, -0.038743, -0.042206, -0.019769, 0.003296, -0.05501, -0.104731, -0.103391, 0.043974, -0.006105, 0.11211, -0.008258, 0.030557, -0.079154, 0.136297, -0.030362, -0.016723, -0.021427, -0.008924, 0.058231, 0.008703, -0.033679, 0.135486, 0.09302, 0.000684, 0.034212, 0.014339, 0.032302, -0.085634, -0.001654, 0.040373, -0.02512, 0.037049, -0.021259, -0.025612, -0.021808, -0.026552, 0.03769, 0.032584, -0.023403, 0.026627, -0.083508, 0.00458, 0.136929, 0.011589, -0.052959, 0.011535, 0.031326, 0.015426, -0.010931, -0.0251, 0.072288, 0.026409, 0.070241, 0.007768, 0.102521, -0.021247, 0.00919, -0.063331, 0.034036, -0.084889, -0.048608, -0.034533, 0.057904, 0.100049, -0.039788, 0.075973, 0.032181, -0.07679, 0.055336, -0.023215, 0.086721, -0.110539, 0.042942, 0.033486, 0.149953, -0.021988, 0.006677, 0.055731, -0.003566, 0.03274, 0.016294, 0.036866, -0.056274, -0.057615, -0.028161, 0.038569, 0.022576, 0.019356, -0.043163, -0.052328, 0.120994, -0.081714, 0.079476, -0.044994, -0.007719, 0.056885, 0.04721, 0.094924, 0.054772, 0.033899, 0.040987, -0.027168, -0.042963, -0.074982, 0.070462, 0.003544, -0.020881, 0.042353, 0.041721, -0.038297, 0.063322, -0.020464, 0.051813, -0.017593, -0.11079, -0.011232, 0.03778, -0.003948, 0.149427, -0.016804, 0.085756, 0.089459, 0.002699, 0.136287, 0.113875, 0.057498, 0.107393, -0.054508, -0.085653, 0.064497, 0.070121, 0.059133, 0.009888, 0.082209, -0.015147, -0.007298, -0.001231, -0.086508, 0.005242, 0.030673, -0.033662, 0.019916, -0.01451, -0.119543, 0.033651, 0.043387, 0.016851, 0.077604, -0.081325, 0.090824, 0.075817, -0.127752, 0.086883, -0.01027]
        },
        {
          "name": "hn_search_content",
          "description": "Search Hacker News stories and comments via Algolia. Filterable by content type, author, date range, and minimum points.",
          "embedding": [0.084247, 0.028636, 0.128331, 0.043265, 0.08435, 0.049988, -0.008041, 0.053483, -0.074054, 0.032515, -0.109216, 0.047785, -0.095217, -0.042525, -0.008282, -0.051324, -0.025086, -0.060304, -0.055005, -0.014711, -0.031455, -0.018439, 0.032566, -0.013766, 0.015039, -0.043018, -0.008807, 0.025737, -0.043287, 0.047005, -0.057914, 0.051529, 0.00736, 0.052383, -0.028271, 0.075959, 0.035118, 0.025329, -0.043612, -0.107072, -0.120945, -0.103283, -0.090992, 0.050064, 0.040945, 0.058998, -0.206133, 0.046369, -0.070701, 0.074353, -0.047684, 0.084351, -0.000534, 0.022006, 0.014683, 0.053486, 0.091459, -0.128985, 0.047686, 0.068513, 0.074908, -0.0818, 0.01488, -0.115346, 0.086007, -0.009448, -0.062165, -0.070817, -0.029723, 0.099232, 0.057871, 0.018637, -0.009829, 0.023352, 0.014771, -0.099875, -0.103255, 0.109703, 0.01142, -0.026283, 0.030432, 0.06093, 0.100529, 0.077132, 0.022424, 0.030601, 0.084473, 0.024047, -0.073581, 0.059013, -0.000034, -0.104586, 0.065425, 0.029299, 0.109085, -0.011903, -0.012253, -0.012037, 0.000969, -0.032766, -0.058707, -0.045399, 0.005555, -0.022017, -0.073785, 0.039073, -0.018253, -0.045694, -0.09601, -0.002893, 0.021214, 0.108739, -0.052405, 0.027645, -0.079822, 0.134637, -0.074834, -0.00266, -0.048167, -0.027669, 0.029977, 0.008615, -0.090539, 0.123348, 0.053032, -0.058691, 0.030883, 0.050593, 0.011599, -0.110591, 0.009437, 0.050173, -0.013035, -0.025729, -0.001524, -0.002184, -0.013127, -0.038906, 0.019077, 0.026502, -0.059427, 0.007153, -0.098003, -0.019213, 0.11456, -0.002104, -0.060352, -0.038432, 0.032393, -0.019641, -0.016465, 0.018226, 0.043189, 0.028686, 0.012381, 0.003407, 0.120167, -0.018956, -0.019061, -0.054499, 0.063568, -0.039596, -0.023478, -0.085396, 0.072515, 0.075606, 0.00038, 0.110678, 0.034964, 0.025136, 0.058497, -0.030243, 0.103781, -0.088166, 0.024389, 0.073076, 0.114471, 0.022825, -0.037166, -0.002268, 0.014063, 0.010763, -0.000604, 0.076627, -0.02379, -0.091182, -0.003202, 0.055838, 0.05709, -0.013579, -0.053126, -0.072564, 0.150435, -0.007883, 0.10397, -0.075774, -0.011322, 0.042167, 0.106434, 0.082535, 0.088689, 0.021739, 0.021911, -0.011344, -0.025832, -0.080977, 0.048522, 0.013144, -0.038415, 0.014607, 0.075014, -0.04538, 0.034028, -0.019869, 0.074452, -0.054651, -0.101189, 0.007656, 0.052716, -0.014566, 0.16133, -0.020584, 0.027157, 0.097946, -0.017819, 0.131424, 0.109393, 0.068435, 0.099978, -0.058232, -0.091516, 0.11796, 0.06613, 0.058161, 0.022755, 0.121017, 0.001831, 0.017677, 0.009381, -0.055266, 0.027012, 0.014271, -0.005801, 0.024717, -0.024649, -0.111635, 0.049634, 0.026957, -0.027266, 0.014823, -0.079933, 0.046579, 0.015882, -0.085593, 0.078352, 0.0245]
        }
      ],
      "embedding": [0.110678, 0.05408, 0.15394, 0.049274, 0.10312, 0.072145, 0.004981, 0.05037, -0.061909, 0.029517, -0.085617, 0.065951, -0.113512, -0.018753, -0.00158, -0.028358, -0.003507, -0.05398, -0.014131, -0.010874, -0.05039, -0.006195, 0.049342, -0.022954, 0.014637, -0.041303, -0.026573, 0.051719, -0.057427, 0.037151, -0.095072, 0.059809, 0.017466, 0.04416, -0.035646, 0.054926, 0.031784, 0.043617, -0.023361, -0.122785, -0.108529, -0.090531, -0.099253, 0.056937, 0.014941, 0.045814, -0.260426, 0.072838, -0.032798, 0.034344, -0.093137, 0.065718, 0.008395, 0.02166, 0.014977, 0.051878, 0.089111, -0.126646, 0.039186, 0.056128, 0.100164, -0.087477, 0.018097, -0.080006, 0.06012, -0.013226, -0.017294, -0.044139, -0.038864, 0.067882, 0.052978, -0.019271, -0.041271, 0.011438, 0.027231, -0.101555, -0.076985, 0.123518, 0.05516, -0.018196, 0.002317, 0.041788, 0.084342, 0.078769, 0.022489, 0.038215, 0.06372, 0.035767, -0.055228, 0.081482, 0.002208, -0.139923, 0.078917, 0.034261, 0.100695, -0.025725, 0.011386, -0.008138, -0.003265, -0.004088, -0.048497, -0.045478, -0.00785, -0.022597, -0.019148, 0.031479, -0.010208, -0.077483, -0.078786, -0.013496, 0.023872, 0.080486, -0.040639, -0.013003, -0.073464, 0.142704, -0.057226, 0.007549, -0.015458, -0.038751, 0.06624, 0.014455, -0.074654, 0.106044, 0.050165, -0.044792, 0.066767, 0.054198, -0.012925, -0.094327, -0.010971, 0.054303, -0.003732, -0.043992, -0.017516, -0.016812, -0.019447, -0.013905, 0.050943, 0.029255, -0.045849, 0.038659, -0.075859, 0.043189, 0.111288, 0.01215, -0.080626, -0.024705, 0.039025, -0.033434, -0.00822, 0.028445, 0.008855, 0.011902, 0.03283, 0.017788, 0.114683, -0.053367, -0.002375, -0.030191, 0.060276, -0.035077, -0.008914, -0.063387, 0.076167, 0.068903, -0.012447, 0.094002, 0.060092, 0.011466, 0.046047, -0.029061, 0.067967, -0.087473, 0.008277, 0.06595, 0.114786, 0.02945, -0.056277, 0.031638, 0.018117, 0.015263, 0.025777, 0.066459, -0.030749, -0.082468, -0.023927, 0.022006, 0.039646, -0.000384, -0.068567, -0.033661, 0.126577, -0.005942, 0.126955, -0.07255, -0.018455, 0.065798, 0.10048, 0.094709, 0.075015, 0.030003, 0.025264, -0.01738, -0.024469, -0.067028, 0.0754, -0.006074, -0.043684, 0.021892, 0.051675, -0.063466, 0.035868, -0.027298, 0.09229, -0.030877, -0.072747, -0.025216, 0.057039, -0.004822, 0.161083, -0.045414, 0.041879, 0.099601, -0.01581, 0.145171, 0.115534, 0.043469, 0.112438, -0.073015, -0.125389, 0.10163, 0.023589, 0.046691, 0.039891, 0.113015, 0.00976, 0.040968, 0.044531, -0.082937, 0.016663, 0.007685, -0.013181, 0.023634, -0.027646, -0.109187, 0.042302, 0.021437, -0.017792, -0.004448, -0.085085, 0.032092, 0.02663, -0.062645, 0.090413, 0.011975]
    },
    {
      "name": "libofcongress-mcp-server",
      "displayName": "Library of Congress",
      "description": "Search LOC digital collections, browse Chronicling America newspapers with full OCR text, and look up LC Subject Headings via MCP. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://libofcongress.caseyjhand.com/mcp",
      "npm": "@cyanheads/libofcongress-mcp-server",
      "github": "https://github.com/cyanheads/libofcongress-mcp-server",
      "version": "0.2.6",
      "auth": "none",
      "keywords": [
        "library",
        "historical documents",
        "archives",
        "newspapers",
        "manuscripts",
        "primary sources",
        "digitized collections",
        "historical records",
        "bibliographic records",
        "history",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "library-of-congress",
        "loc",
        "chronicling-america",
        "lcsh",
        "subject-headings",
        "digital-collections",
        "historical-research",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "libofcongress_search",
          "description": "Search the Library of Congress digital collections by keyword. Optionally filter by material format (photos, maps, newspapers, audio, etc.), date range, subject heading, or geographic location. Returns item summaries with titles, dates, descriptions, LOC IDs, and format tags. Use libofcongress_get_item to retrieve full metadata for a specific result. Use libofcongress_search_subjects first to find the exact LCSH heading spelling before applying a subject filter.",
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        },
        {
          "name": "libofcongress_get_item",
          "description": "Retrieve the full metadata record for a specific LOC digital item. Returns contributors, subjects, rights information, physical description, notes, related items, and links to digital resources (TIFF, JPEG, PDF) for items with digital surrogates. Use after libofcongress_search to get complete details on a result. Pass the bare item ID from the search result — do not include URL path segments.",
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        },
        {
          "name": "libofcongress_search_newspapers",
          "description": "Search historical newspaper pages in the Chronicling America corpus. Returns matching pages with OCR text excerpts (~500 characters), publication title, date, state, and the page URL needed for libofcongress_get_newspaper_page. Filters by keyword, date range, US state, and newspaper title. The OCR excerpts are sufficient for relevance assessment — call libofcongress_get_newspaper_page with the returned url field to read the full page text. OCR quality varies: 19th-century and degraded materials may contain fragmented or garbled text.",
          "embedding": [-0.056874, 0.038141, -0.048699, 0.063986, 0.070215, 0.045765, -0.074217, 0.072603, -0.088053, 0.000963, -0.077871, 0.032229, -0.044649, 0.044853, 0.165458, -0.109165, 0.008029, 0.045015, 0.030551, -0.039634, 0.018633, 0.136693, 0.098726, 0.011042, 0.018569, -0.098717, 0.051722, 0.020803, -0.067979, 0.049666, -0.08545, 0.047916, 0.038246, 0.024688, -0.077757, 0.054023, -0.063549, -0.014432, 0.004152, 0.009126, -0.032104, -0.001239, -0.026388, 0.010171, -0.032603, 0.068354, -0.135799, 0.027562, -0.046741, 0.044305, -0.088458, 0.136579, 0.008777, 0.037135, -0.050834, 0.095259, 0.130974, -0.068855, 0.021612, 0.102656, 0.08322, -0.00651, 0.079634, -0.010525, 0.050352, 0.049058, -0.11107, 0.007684, -0.021506, 0.063641, 0.094742, 0.076128, 0.090417, 0.059816, 0.08735, -0.050487, -0.086334, 0.041472, -0.032873, -0.055298, -0.066491, 0.046999, 0.087396, -0.083089, 0.012489, 0.066651, -0.042698, 0.007734, 0.007399, -0.019663, -0.005542, -0.031116, -0.014647, -0.019061, 0.029694, -0.084434, 0.062557, 0.066301, -0.076867, -0.058356, -0.000604, -0.041511, 0.074524, -0.011393, -0.132447, 0.012876, -0.016619, -0.018272, -0.005993, -0.073702, 0.043168, 0.082627, -0.06351, -0.046951, -0.035176, -0.000887, 0.037063, 0.021475, -0.072044, -0.038841, -0.084857, 0.14441, 0.007114, 0.001859, 0.057502, -0.014843, 0.015243, -0.010192, 0.031114, 0.034812, 0.006711, -0.005152, 0.00635, 0.036618, -0.048295, 0.107716, -0.042675, 0.022032, -0.000767, -0.008345, 0.039893, -0.031736, -0.165403, -0.064898, 0.034004, -0.01196, -0.02559, -0.037055, -0.086321, 0.019375, -0.031454, 0.021702, 0.030301, -0.004009, -0.043547, 0.090589, 0.049343, 0.077001, -0.086572, 0.035663, -0.053702, 0.040456, -0.058239, 0.040584, 0.029014, 0.033871, 0.023351, 0.098137, 0.020498, -0.050768, -0.007597, -0.024241, 0.082643, -0.022234, 0.038112, 0.131554, 0.149693, -0.019551, -0.075784, -0.048551, -0.001877, -0.02982, 0.044238, -0.007464, -0.046184, -0.029021, 0.071915, -0.012237, 0.083815, -0.040329, -0.009826, -0.111937, -0.007065, 0.025895, 0.089599, 0.049343, -0.058809, 0.152877, -0.029295, 0.034315, 0.061649, -0.005654, 0.059388, -0.059319, -0.106227, -0.062162, 0.042101, 0.039752, 0.127918, 0.035274, 0.048073, -0.091194, 0.04335, -0.002394, -0.017918, -0.083585, 0.020764, -0.050934, 0.131888, -0.059299, 0.15839, 0.007404, 0.004532, 0.099798, -0.095809, 0.089982, 0.031122, 0.132688, -0.033498, -0.117185, 0.028823, 0.059538, 0.005506, -0.011986, 0.003587, -0.107109, -0.042559, 0.05812, 0.012573, 0.070633, 0.070156, -0.029298, 0.037678, 0.060813, -0.012683, -0.081448, 0.022368, -0.035058, -0.055318, 0.04172, 0.017332, 0.038523, -0.12654, -0.049653, 0.026622, 0.065992]
        },
        {
          "name": "libofcongress_get_newspaper_page",
          "description": "Retrieve the full OCR text of a specific historical newspaper page along with publication metadata. Pass the url field from a libofcongress_search_newspapers result — do not construct this URL manually. OCR quality varies by digitization batch and era: 19th-century and degraded materials may contain fragmented text, garbled words, and line-break artifacts that are surfaced as-is. When a page exists but has no digitized text, ocr_available is false and ocr_text is empty — this is a data property, not an error.",
          "embedding": [-0.048292, 0.076156, 0.014718, 0.063316, 0.107707, 0.026246, -0.050848, 0.100389, -0.070623, 0.042235, -0.123451, 0.014054, -0.06462, 0.029392, 0.105841, -0.089386, -0.014382, -0.009728, 0.041559, -0.016772, 0.021764, 0.057298, 0.061557, -0.038567, 0.021896, -0.119805, 0.035788, 0.035945, -0.080132, 0.001338, -0.063874, -0.011281, 0.040278, 0.026524, -0.065951, 0.08579, -0.011329, -0.010489, 0.013336, 0.013579, -0.020311, 0.060868, -0.053013, 0.072227, -0.051103, 0.092441, -0.16771, 0.075804, -0.073051, 0.078784, -0.092513, 0.162029, -0.063268, 0.027251, -0.094006, 0.0994, 0.111738, 0.008236, 0.025212, 0.100824, 0.081645, -0.025274, 0.024742, 0.009248, 0.036384, 0.046428, -0.110462, 0.003761, -0.026616, 0.059368, 0.070508, 0.046103, 0.096757, 0.032247, 0.053564, -0.074816, -0.052026, 0.059108, 0.017024, -0.076989, 0.010178, 0.00703, 0.090387, -0.03522, 0.025168, 0.078676, -0.002983, 0.017097, -0.025351, -0.003259, -0.011904, -0.050227, -0.056925, -0.013649, 0.014298, -0.044478, 0.10363, 0.078892, -0.046539, -0.060771, -0.041217, -0.019124, 0.036424, 0.028584, -0.098207, 0.006688, -0.053143, -0.038431, -0.025712, -0.035209, 0.03066, 0.046563, -0.097576, -0.027333, -0.007561, 0.006013, 0.04888, 0.041034, -0.038528, -0.014093, -0.05523, 0.085749, -0.02051, -0.018198, 0.059783, 0.007003, 0.001558, 0.012855, 0.007148, 0.083724, -0.01281, 0.071276, 0.020555, 0.015253, 0.020234, 0.114406, -0.033505, 0.016123, -0.00771, -0.041665, 0.018887, 0.022724, -0.140788, -0.005542, 0.0213, -0.007426, 0.023612, -0.102308, -0.050663, -0.00955, -0.02947, 0.001675, 0.089445, -0.075199, -0.026217, 0.075596, 0.049135, 0.049116, -0.123571, 0.033988, -0.053142, 0.074846, -0.057774, 0.013915, 0.025168, 0.034597, 0.027607, 0.127247, 0.072979, -0.084203, -0.04166, -0.027876, 0.082414, -0.012215, 0.060566, 0.122727, 0.103924, -0.005521, -0.068956, -0.038173, -0.023366, -0.060103, 0.008716, 0.044341, 0.003756, -0.028983, 0.05044, 0.030113, 0.051665, -0.010519, -0.054682, -0.123651, -0.022834, -0.029409, 0.126731, -0.005437, -0.068794, 0.184801, -0.04079, 0.070865, 0.053669, -0.065594, 0.015793, -0.051862, -0.069947, -0.082817, 0.07912, 0.025728, 0.09454, 0.071941, 0.029244, -0.061259, 0.084336, -0.022164, 0.01316, -0.104765, 0.000925, -0.059812, 0.115287, -0.046833, 0.127949, -0.005893, 0.05484, 0.076448, -0.072091, 0.117082, 0.033899, 0.172095, -0.040749, -0.112869, -0.031516, 0.013624, -0.029486, 0.011738, 0.020859, -0.102621, -0.024414, 0.028445, 0.029688, 0.054657, 0.031331, -0.025448, 0.024755, 0.030252, 0.022156, -0.090782, 0.003295, -0.039649, -0.018535, 0.019182, 0.030305, 0.076231, -0.123202, -0.1499, -0.032703, -0.02045]
        },
        {
          "name": "libofcongress_search_subjects",
          "description": "Search Library of Congress Subject Headings (LCSH) by keyword. Returns controlled-vocabulary subject labels and their URIs. Use the returned label as the subject filter in libofcongress_search — LCSH uses precise, standardized terms that differ from natural language (e.g., \"World War, 1939-1945\" not \"World War II\"; \"Photography, Aerial\" not \"Aerial photography\"). Running this tool before a subject-filtered libofcongress_search dramatically improves result quality.",
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        },
        {
          "name": "libofcongress_browse_collections",
          "description": "List and browse Library of Congress curated digital collections. Returns collection names, descriptions, item counts, slugs, and URLs. Optionally filter by keyword. Collections are curated subsets of the digital holdings with specific focuses (e.g., \"Civil War Glass Negatives\", \"Baseball Cards\", \"WPA Posters\"). Use the returned URL to navigate directly to a collection on loc.gov.",
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        }
      ],
      "embedding": [-0.003571, 0.040525, 0.021963, 0.03586, 0.128353, 0.057888, -0.048529, 0.051326, -0.107497, -0.018249, -0.069654, 0.064868, -0.070656, 0.008214, 0.082492, -0.097551, 0.010443, -0.011438, 0.00878, 0.006017, -0.000366, 0.06709, 0.068537, 0.021946, -0.027126, -0.107629, 0.015336, -0.012921, -0.119097, 0.045523, -0.047116, 0.014705, 0.064817, 0.048411, -0.072771, 0.00584, -0.01175, -0.022044, -0.01578, -0.092338, -0.041297, -0.030955, 0.003701, 0.028878, -0.09244, 0.058406, -0.19939, 0.059053, -0.079012, 0.071261, -0.113937, 0.121243, 0.043678, 0.061246, -0.103155, 0.096282, 0.097726, -0.096351, -0.015356, 0.050596, 0.059706, -0.00032, 0.069609, -0.028763, 0.030988, -0.028096, -0.088793, 0.034014, -0.031708, 0.116412, 0.084339, 0.026649, 0.096982, 0.049757, 0.084378, -0.058135, -0.065686, 0.059461, 0.013518, -0.023689, -0.044956, 0.026045, 0.139307, 0.054737, -0.007284, -0.001085, 0.064472, -0.014229, 0.001434, 0.034114, -0.019821, -0.011518, -0.029555, -0.042947, 0.048043, -0.083222, 0.060869, 0.017385, -0.048107, -0.013908, 0.002291, 0.001552, 0.099117, -0.003963, -0.079195, 0.02692, 0.011547, 0.004329, -0.033151, -0.078586, 0.071768, 0.058711, -0.055221, -0.080346, -0.0955, 0.034496, 0.053785, 0.001453, -0.07094, 0.007911, -0.048237, 0.141881, 0.000153, 0.032957, 0.055044, 0.02587, 0.055918, -0.026735, 0.020082, -0.005554, -0.026224, 0.039076, 0.010777, 0.002068, -0.037901, 0.007202, -0.053307, -0.008318, 0.000526, 0.009063, -0.04592, 0.001549, -0.142041, -0.003335, 0.062494, -0.016021, -0.105334, -0.019933, -0.096564, 0.044394, 0.020761, -0.054767, 0.114473, -0.002014, 0.009628, 0.033186, 0.048375, 0.073972, -0.071586, -0.012343, -0.047999, 0.042255, -0.055613, -0.001953, 0.0801, -0.010625, -0.01759, 0.018207, -0.004572, -0.061728, 0.04806, -0.067724, 0.054424, 0.040975, 0.013272, 0.077151, 0.104107, 0.066601, -0.074165, 0.006235, -0.01826, -0.045526, -0.009406, 0.005748, -0.015197, 0.013642, 0.069142, 0.006465, 0.057446, 0.00249, -0.03045, -0.106409, -0.007358, 0.04254, 0.109427, 0.012456, -0.095002, 0.091397, 0.002604, 0.069501, 0.067257, 0.037105, 0.064027, -0.038688, -0.13041, -0.05711, -0.001291, 0.068903, 0.16461, 0.033201, 0.017031, -0.037277, 0.020909, 0.011006, -0.009722, -0.077143, -0.070556, -0.038109, 0.125013, -0.015966, 0.17705, -0.020729, 0.052634, 0.150809, -0.115515, 0.14645, 0.036581, 0.105428, 0.011376, -0.147992, -0.002187, 0.049256, 0.021417, 0.026335, -0.000867, 0.021062, -0.060823, 0.056752, 0.064958, 0.02668, 0.06357, -0.072105, 0.015777, -0.001288, 0.014728, -0.115221, 0.021086, -0.061585, 0.026107, 0.048244, 0.012837, 0.102578, -0.006493, -0.130747, 0.065606, 0.057882]
    },
    {
      "name": "nhtsa-vehicle-safety-mcp-server",
      "displayName": "NHTSA Vehicle Safety",
      "description": "Decode VINs, search recalls, complaints, crash ratings, and investigations via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://nhtsa.caseyjhand.com/mcp",
      "npm": "@cyanheads/nhtsa-vehicle-safety-mcp-server",
      "github": "https://github.com/cyanheads/nhtsa-vehicle-safety-mcp-server",
      "version": "0.8.0",
      "auth": "none",
      "keywords": [
        "cars",
        "vehicles",
        "automotive",
        "car safety",
        "vehicle recalls",
        "crash test ratings",
        "auto safety",
        "safety defects",
        "complaints",
        "vehicle investigations",
        "driving safety",
        "automobiles",
        "motor vehicles",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "nhtsa",
        "vehicle-safety",
        "recalls",
        "vin-decoder",
        "crash-ratings",
        "ncap",
        "typescript"
      ],
      "tools": [
        {
          "name": "nhtsa_get_vehicle_safety",
          "description": "Get a comprehensive safety profile for a vehicle. Combines NCAP crash test ratings, recalls, and complaint summary into a single response. Use as the default when asked about vehicle safety, reliability, or purchase decisions.",
          "embedding": [-0.090871, 0.057221, 0.138523, -0.065281, 0.109608, -0.014916, 0.035329, 0.014677, -0.016509, -0.047081, -0.008129, 0.037028, 0.016817, -0.043686, -0.052755, -0.002073, 0.090899, 0.033253, 0.055611, -0.005162, -0.066899, -0.098496, -0.037341, -0.035144, -0.013373, 0.060449, -0.018506, -0.024111, -0.075601, -0.011015, -0.041099, 0.069983, -0.030836, 0.00609, 0.019929, 0.035245, 0.016023, 0.078885, 0.022594, -0.084334, -0.006281, -0.175786, -0.085374, 0.041841, 0.023385, 0.001946, -0.178868, 0.093182, -0.003886, -0.080772, -0.060055, 0.061279, -0.010357, 0.032317, -0.00187, -0.008444, 0.052947, -0.092642, 0.015896, -0.015974, -0.003613, 0.007565, 0.070872, 0.026248, 0.087716, -0.101876, -0.084145, 0.032069, 0.008907, 0.031463, 0.010245, -0.032396, -0.007332, 0.021718, -0.009963, -0.100371, -0.076185, -0.0885, -0.108014, -0.056797, 0.059247, 0.034038, 0.06533, 0.094968, -0.012452, 0.068661, 0.062637, -0.019462, -0.025913, 0.129871, 0.034286, -0.021118, -0.051459, 0.013549, 0.044803, -0.023583, 0.04499, -0.028349, -0.00061, 0.006457, -0.046586, -0.012734, 0.062929, -0.021381, -0.048882, 0.030874, -0.018936, -0.007168, -0.109166, 0.060057, -0.013973, -0.021461, 0.023627, 0.085058, -0.067039, 0.053986, 0.057472, -0.015088, 0.048107, 0.048795, 0.000096, -0.036246, -0.054797, 0.033038, 0.02357, 0.125461, 0.065366, 0.018912, -0.064337, 0.030814, -0.045022, 0.03569, -0.069629, 0.132848, -0.104979, -0.017403, -0.051574, 0.003494, 0.025915, 0.050562, -0.046316, -0.083308, -0.022834, -0.04614, 0.010121, 0.023987, -0.115907, 0.117299, -0.050571, 0.022843, 0.079612, 0.025177, 0.06538, -0.065236, 0.083972, -0.045728, 0.085298, 0.005733, -0.111233, -0.036772, 0.0278, 0.017015, -0.044419, -0.017152, -0.010603, 0.052274, -0.102348, 0.047642, 0.089133, -0.096636, 0.009655, -0.105803, 0.056297, -0.051927, 0.063889, 0.018191, 0.14146, -0.038346, 0.038968, 0.052081, -0.010677, -0.044145, -0.00517, 0.038772, -0.008192, -0.081568, 0.139134, -0.044894, -0.040584, 0.019436, 0.038076, -0.091344, 0.177567, -0.050522, 0.129338, -0.030427, 0.022759, 0.134423, 0.05508, -0.019601, -0.008698, 0.014029, 0.04482, -0.083764, -0.012138, 0.066604, 0.041813, -0.019548, 0.048644, -0.012023, 0.053243, -0.077686, -0.014834, -0.060054, 0.048791, 0.004772, -0.068326, 0.023489, 0.076691, -0.037759, 0.131974, 0.042164, 0.019819, 0.006412, -0.170587, 0.101566, 0.095187, 0.084509, 0.10354, -0.107712, -0.02715, 0.040423, -0.042318, -0.037865, 0.070509, 0.117285, 0.000801, 0.07016, -0.012297, -0.063416, -0.006305, 0.026873, -0.067572, 0.013647, 0.021944, -0.061046, 0.057888, -0.000675, -0.05094, 0.045445, -0.086641, 0.065758, 0.142789, -0.006016, -0.047204, 0.0033]
        },
        {
          "name": "nhtsa_search_recalls",
          "description": "Search recall campaigns by vehicle or campaign number. Use for specific recall lookups, recall history for a vehicle, or looking up a known campaign number.",
          "embedding": [-0.060769, 0.04666, 0.078469, -0.073421, 0.085567, 0.026568, 0.025527, 0.038412, -0.013377, -0.021501, -0.050284, 0.042128, 0.002517, -0.044355, -0.031837, 0.002, 0.09069, 0.077493, 0.026693, 0.033599, -0.045923, -0.010686, 0.012, 0.014552, -0.012137, 0.072708, -0.022604, -0.028964, -0.096819, -0.012132, -0.067995, 0.063814, -0.009797, 0.021361, -0.022191, 0.090246, -0.005381, 0.072667, -0.01333, -0.049591, -0.101711, -0.183243, -0.048278, 0.00291, 0.045556, 0.047546, -0.208215, 0.026907, -0.016552, -0.076103, -0.093268, 0.064964, 0.022116, 0.027289, -0.008505, 0.020443, 0.094371, -0.121825, 0.048427, -0.000751, 0.019846, 0.022411, 0.05747, 0.020334, 0.134326, -0.070297, -0.025585, 0.039347, -0.058773, 0.009093, 0.042773, -0.042492, -0.01111, 0.094137, 0.067991, -0.032196, -0.091314, 0.02816, -0.084619, -0.009081, 0.039071, -0.009708, 0.097428, 0.033534, 0.07871, 0.055799, 0.077724, 0.014186, -0.027683, 0.095051, -0.014145, -0.064114, 0.008295, -0.024944, -0.023867, -0.085693, 0.052547, -0.061954, 0.005822, 0.020989, -0.066369, -0.04807, 0.107123, 0.005033, -0.068793, 0.008813, 0.03804, 0.002452, -0.057947, 0.004211, -0.025298, 0.065234, 0.006492, 0.036269, -0.043686, 0.06956, 0.059779, -0.003032, 0.062752, 0.074773, -0.004601, 0.024163, -0.046831, 0.004139, 0.038894, 0.158852, 0.072238, 0.025474, -0.094205, -0.007325, -0.046379, -0.005416, -0.064176, 0.08244, -0.030342, -0.012595, -0.046238, 0.042751, -0.035882, 0.067142, -0.029296, -0.062637, -0.027342, -0.011957, 0.036752, 0.019293, -0.1232, 0.078261, -0.086669, 0.028216, 0.074574, -0.006046, 0.116915, -0.036422, 0.073623, -0.010425, 0.079498, 0.01284, -0.108888, -0.032742, -0.014134, 0.069667, 0.004834, -0.00918, 0.000281, 0.039644, -0.078579, 0.056462, 0.068536, -0.082247, 0.004776, -0.110222, 0.046904, -0.00196, 0.095383, 0.07721, 0.135766, 0.016212, 0.038396, 0.048286, -0.011842, -0.081174, -0.026547, 0.033674, 0.032064, -0.074441, 0.097643, -0.037133, -0.020271, 0.004376, -0.050236, -0.120721, 0.093964, -0.025268, 0.087909, 0.008777, 0.057569, 0.115351, 0.06901, -0.023777, -0.008945, 0.004294, 0.075936, -0.093505, -0.058581, 0.080765, 0.059165, -0.083445, 0.017488, 0.052476, 0.072011, -0.107547, -0.009537, -0.105033, 0.071244, 0.007916, -0.031005, 0.027529, 0.037601, -0.05283, 0.13876, 0.127517, -0.008609, 0.085382, -0.174004, 0.112882, 0.068582, 0.039686, 0.12013, -0.089043, 0.026238, 0.083934, 0.064461, 0.042264, 0.057651, 0.010395, 0.037038, 0.03647, -0.012643, -0.024081, 0.010908, 0.039032, -0.115572, 0.053331, -0.011163, -0.102271, 0.032244, 0.000286, -0.042256, -0.012436, -0.145509, -0.003521, 0.042441, -0.052952, -0.006901, 0.014561]
        },
        {
          "name": "nhtsa_search_complaints",
          "description": "Search consumer safety complaints filed with NHTSA for a specific vehicle. Returns a component breakdown over all matching complaints plus a paginated slice of the most recent complaints. Use for common problems, failure patterns, or owner-reported issues.",
          "embedding": [-0.0532, 0.052061, 0.110106, -0.062452, 0.095095, 0.009685, -0.008819, -0.010239, -0.006056, -0.002391, -0.018448, 0.041628, 0.014544, 0.02455, -0.03373, -0.000181, 0.080337, 0.087654, 0.039552, -0.013701, -0.045599, -0.059869, 0.013989, 0.000359, -0.031016, 0.039528, -0.04872, -0.01061, -0.123279, 0.050731, -0.05143, 0.100369, 0.002139, -0.042696, -0.030137, 0.078639, -0.038904, 0.018304, 0.019178, -0.056483, -0.032654, -0.194499, -0.108996, 0.044271, 0.019933, 0.028451, -0.192241, 0.050026, -0.005409, -0.070302, -0.081216, 0.04515, 0.005988, 0.026392, -0.014143, 0.018944, 0.11431, -0.104291, 0.040342, 0.012524, 0.051942, 0.029798, 0.066893, 0.010416, 0.109441, -0.044928, -0.0662, 0.059508, 0.005037, 0.045223, 0.017038, -0.030724, -0.007199, 0.046622, 0.009904, -0.03705, -0.09491, -0.059304, -0.102368, -0.047408, 0.062752, 0.051239, 0.06489, 0.044873, 0.056593, 0.03409, 0.069409, 0.005599, 0.018897, 0.134329, 0.038374, 0.005936, -0.010636, -0.009531, -0.013793, -0.067762, 0.052695, -0.015996, 0.019045, 0.037974, -0.076572, -0.046143, 0.092388, -0.005229, -0.055522, -0.001093, 0.021527, 0.010991, -0.063962, 0.024991, -0.020795, 0.038464, -0.002265, 0.015973, -0.07861, 0.121505, 0.033369, 0.01597, 0.028303, 0.064457, -0.000836, -0.020595, -0.066961, -0.01782, 0.064053, 0.169568, 0.072834, -0.00609, -0.045632, -0.050024, -0.044643, -0.023084, -0.106613, 0.109551, 0.001831, -0.027598, 0.005667, -0.01595, 0.002001, 0.076426, -0.019502, -0.059669, -0.058565, -0.01927, 0.016136, -0.008967, -0.157072, 0.082465, -0.080785, 0.015142, 0.082497, -0.037912, 0.058822, -0.042488, 0.063129, -0.045374, 0.104074, -0.007904, -0.121806, -0.000213, -0.037737, 0.039119, -0.005645, -0.023858, -0.015027, 0.04955, -0.088981, 0.031699, 0.073011, -0.038808, -0.000793, -0.110156, 0.073365, -0.036381, 0.049006, 0.053005, 0.135707, -0.007722, 0.026218, 0.069579, 0.017696, -0.03541, -0.007182, 0.027994, -0.004117, -0.054867, 0.112399, -0.021046, -0.022272, -0.007499, 0.017331, -0.142641, 0.156688, 0.00033, 0.124865, 0.018285, 0.073729, 0.103951, 0.051253, -0.045697, 0.009713, 0.010299, 0.042377, -0.09294, -0.023841, 0.122611, 0.024681, -0.035433, 0.021548, 0.048972, 0.055059, -0.121009, -0.026296, -0.082341, 0.062935, -0.032626, -0.048413, 0.010428, 0.099043, -0.04409, 0.140706, 0.075042, 0.016137, 0.060665, -0.172072, 0.072927, 0.11397, 0.061001, 0.098885, -0.111136, -0.026674, 0.089289, 0.007625, 0.010836, 0.045774, 0.109064, 0.00992, 0.046233, 0.009569, -0.026314, 0.008795, 0.058399, -0.096945, 0.004927, 0.008062, -0.051706, 0.032731, 0.03242, -0.016617, 0.04886, -0.096255, 0.079697, 0.080245, 0.014948, -0.015736, -0.009961]
        },
        {
          "name": "nhtsa_get_safety_ratings",
          "description": "Get NCAP crash test ratings and ADAS feature availability for a vehicle. Use when the user specifically wants crash test stars, rollover risk, or wants to compare safety features across vehicles. NCAP data available from 1990+, best coverage for 2011+.",
          "embedding": [-0.05425, 0.052352, 0.135631, -0.075275, 0.124997, -0.024511, 0.053654, 0.016495, -0.060033, -0.054027, 0.019807, 0.065628, 0.028517, -0.022253, -0.023739, -0.047368, 0.048659, 0.034499, 0.052157, -0.021926, -0.064782, -0.127153, -0.035192, -0.055483, -0.001417, 0.108526, -0.029816, -0.034937, -0.080163, -0.043895, -0.101665, 0.062949, -0.042827, 0.004896, 0.006842, 0.08204, 0.009012, 0.044056, 0.037134, -0.085331, 0.0032, -0.193942, -0.061321, 0.04113, -0.033724, 0.002035, -0.147138, 0.07874, 0.032402, -0.092833, -0.035806, 0.074083, -0.0054, 0.019603, 0.012359, 0.004122, 0.059674, -0.08378, 0.020095, 0.018563, 0.047676, -0.00091, 0.06984, -0.007595, 0.074146, -0.087308, -0.059682, 0.027608, -0.007261, 0.055618, 0.034628, -0.061377, 0.007379, 0.011567, 0.025513, -0.101035, -0.118153, -0.07222, -0.01664, -0.069836, 0.061314, 0.005795, 0.085897, 0.064278, 0.009793, 0.049623, 0.05101, -0.033516, -0.032284, 0.128783, -0.008373, -0.018756, -0.037256, 0.003958, 0.025444, -0.032304, 0.011426, 0.024148, 0.020701, 0.003271, -0.085547, -0.059285, 0.039327, -0.058921, -0.046346, 0.006786, -0.008584, -0.029122, -0.085008, 0.086499, -0.007283, 0.015772, 0.062322, 0.072538, -0.090519, 0.016594, 0.045083, 0.038231, 0.019963, 0.049503, 0.029654, -0.01013, -0.08677, 0.060955, 0.000193, 0.154666, 0.06439, -0.000117, -0.058998, 0.027648, -0.033736, -0.002024, -0.08299, 0.084918, -0.024239, 0.005336, -0.064432, 0.017569, 0.015003, 0.034796, -0.108245, -0.030594, -0.02341, -0.048432, 0.032928, -0.037008, -0.109818, 0.111827, -0.083274, 0.007228, 0.050666, -0.015354, 0.047403, -0.007906, 0.075004, -0.004933, 0.049546, 0.042502, -0.161151, -0.004331, 0.016158, 0.009696, -0.028401, -0.06343, -0.010914, 0.040511, -0.06317, 0.03806, 0.061665, -0.047952, 0.004608, -0.111062, 0.059165, -0.027442, 0.022025, 0.04642, 0.121101, -0.036532, 0.040751, 0.017893, -0.012614, -0.037986, -0.028033, 0.01564, -0.016956, -0.077924, 0.141923, -0.031615, 0.026407, -0.006804, -0.014378, -0.104757, 0.120297, -0.040618, 0.120253, -0.008809, 0.046137, 0.173199, 0.063939, -0.034467, -0.005497, -0.01385, 0.027553, -0.076946, -0.007354, 0.057498, 0.061421, -0.033798, -0.003984, -0.011326, 0.088109, -0.089508, -0.015508, -0.023675, 0.007917, 0.009341, -0.085917, 0.053279, 0.050592, -0.024018, 0.151374, 0.096853, 0.039449, 0.01654, -0.149677, 0.114171, 0.105099, 0.097567, 0.145759, -0.084782, -0.04232, 0.040765, -0.001931, -0.03016, 0.056825, 0.112633, 0.017403, 0.038433, 0.013435, -0.020176, 0.015449, -0.001655, -0.061449, 0.07968, 0.002361, -0.115053, 0.093215, -0.033294, -0.023251, 0.042485, -0.146597, 0.03539, 0.095798, -0.00252, -0.020115, 0.021703]
        },
        {
          "name": "nhtsa_decode_vin",
          "description": "Decode a Vehicle Identification Number to extract make, model, year, body type, engine, safety equipment, and manufacturing details. Pass a single 17-character VIN string, or an array of up to 50 VINs for batch decode. Partial VINs accepted — use * for unknown positions.",
          "embedding": [-0.046163, 0.059312, 0.106515, -0.079241, 0.113456, 0.065476, 0.071231, -0.015657, -0.001178, 0.042458, -0.037811, 0.020135, -0.019775, -0.01722, -0.055996, -0.008869, 0.059338, 0.047599, 0.036295, 0.028407, -0.081238, -0.12289, 0.007248, 0.009109, -0.029029, 0.116944, -0.101606, -0.047356, -0.068447, 0.0432, -0.099601, 0.042676, -0.084218, -0.012915, -0.003302, 0.052416, -0.01286, 0.0337, 0.066268, 0.005411, -0.128014, -0.14885, 0.004087, 0.079163, 0.023266, -0.001978, -0.145063, 0.097549, -0.000748, -0.091123, -0.00302, 0.002338, -0.067387, 0.085835, -0.019346, -0.035502, 0.046626, -0.144086, 0.071433, -0.017826, 0.028708, -0.02299, 0.049936, 0.006046, 0.070648, 0.0009, -0.040437, 0.03577, 0.002086, 0.023084, 0.000198, -0.05271, -0.096097, 0.035288, -0.001457, -0.096004, -0.018911, 0.021073, -0.010336, 0.004258, 0.029764, -0.031046, 0.01824, 0.049005, 0.051599, -0.004935, 0.030799, 0.022938, -0.025392, 0.104246, -0.046211, -0.082726, -0.025088, -0.027574, -0.004792, -0.085271, -0.020648, -0.01168, 0.056313, -0.008408, 0.019821, -0.000338, 0.101998, -0.032625, -0.113312, 0.055889, -0.053456, -0.0074, -0.038287, -0.03146, 0.047353, 0.009428, -0.011142, 0.123611, -0.105224, 0.019746, 0.054061, 0.033861, 0.047214, 0.052893, 0.007375, -0.014965, -0.052316, -0.014538, 0.001066, 0.1133, 0.062764, 0.021677, -0.056935, -0.00701, -0.049805, 0.029347, -0.042393, 0.13614, 0.024238, -0.113912, -0.123422, 0.101593, 0.026268, 0.012932, -0.02989, -0.010459, -0.055454, -0.059054, -0.019452, 0.022474, -0.083804, 0.037484, -0.046513, 0.07799, 0.043256, 0.002544, 0.138023, -0.084847, 0.118993, -0.030683, 0.084303, 0.007935, -0.1301, -0.079785, 0.00477, 0.005286, -0.04196, 0.019049, -0.088289, 0.018476, -0.039966, 0.104769, 0.052271, -0.051547, -0.018621, -0.052953, 0.056231, -0.02434, 0.052632, 0.018814, 0.073718, -0.034639, 0.006753, -0.008309, 0.011755, -0.026002, 0.030311, 0.054275, 0.009331, -0.062532, 0.07354, -0.05571, 0.00261, 0.059742, 0.01616, -0.095875, 0.096617, -0.018272, 0.112661, -0.014826, 0.023151, 0.190506, 0.015279, -0.027845, 0.034537, -0.027989, 0.054069, -0.114245, 0.017424, 0.027023, 0.139009, 0.05357, 0.064043, 0.011322, 0.019909, -0.09171, -0.021222, -0.098182, 0.089544, 0.021562, -0.028667, 0.002483, 0.093092, -0.115192, 0.142524, 0.045489, -0.060579, -0.017601, -0.143894, 0.091204, 0.069537, 0.01328, 0.05868, -0.068867, -0.060815, 0.040696, -0.011073, -0.042339, 0.016757, 0.002243, 0.031116, 0.128072, -0.008135, -0.058545, 0.036947, -0.041528, -0.114114, -0.027929, -0.012807, -0.091574, 0.072727, -0.041625, -0.001556, 0.037202, -0.077067, 0.09849, 0.090324, -0.050446, -0.047199, -0.062176]
        },
        {
          "name": "nhtsa_search_investigations",
          "description": "Search NHTSA defect investigations (Preliminary Evaluations, Engineering Analyses, Defect Petitions, Recall Queries). Sourced from the ODI bulk flat file — make, model, and component are structured filters against the investigation record's vehicle associations. All filters are ANDed. Investigations may link to a resulting recall campaign via recallCampaign.",
          "embedding": [-0.021554, 0.000693, 0.066394, -0.036113, 0.097806, 0.043243, -0.011573, 0.007247, 0.058111, -0.030093, -0.038349, 0.049609, 0.013403, -0.0129, 0.011852, -0.017638, 0.112377, 0.040344, -0.022604, -0.036777, 0.000431, -0.057499, -0.046303, 0.0293, -0.012135, 0.061922, -0.015269, -0.049456, -0.095084, 0.034052, -0.023036, 0.08974, -0.052707, -0.035683, -0.038922, 0.051613, -0.078435, 0.047666, 0.020761, -0.056407, -0.005429, -0.138524, -0.093221, 0.080058, 0.040838, 0.042829, -0.116683, 0.073347, -0.020319, -0.077619, -0.041651, 0.066707, 0.024084, 0.012374, 0.037339, 0.035212, 0.148531, -0.025864, 0.054125, -0.009668, 0.017178, 0.014108, 0.010498, -0.038502, 0.168834, -0.03381, -0.047009, 0.095116, -0.049172, 0.046851, 0.032629, -0.05574, 0.00319, 0.108069, 0.051129, -0.060774, -0.060313, 0.043955, -0.075544, -0.019607, 0.101973, 0.008953, 0.0683, 0.014145, 0.029652, 0.043814, 0.04395, 0.006252, -0.030553, 0.161392, -0.032899, -0.047755, 0.002219, -0.032777, 0.008897, -0.015085, 0.040622, -0.020924, 0.053936, 0.043022, -0.054592, 0.010945, 0.061282, 0.061708, -0.073846, 0.016849, 0.025831, -0.013397, -0.046871, 0.02788, 0.012037, 0.096513, -0.008608, 0.069394, -0.101881, 0.01321, 0.007214, 0.009859, 0.008887, 0.052994, -0.01532, 0.006128, 0.013884, -0.015437, 0.027642, 0.203284, 0.030846, 0.003683, -0.108131, -0.023678, -0.087718, -0.039751, -0.096784, 0.125651, 0.012439, -0.03572, -0.040442, -0.016227, 0.011024, -0.019448, -0.004005, -0.066432, -0.073293, -0.066862, -0.020789, 0.006861, -0.118359, 0.137589, -0.034182, 0.015675, 0.025035, -0.02308, 0.093891, -0.033245, 0.008941, -0.009139, 0.064525, -0.052425, -0.088683, -0.018674, -0.004421, 0.041731, 0.04983, -0.010708, -0.010118, 0.056538, -0.007067, 0.022204, 0.058082, 0.051549, 0.008089, -0.082203, 0.107305, -0.005047, 0.050129, 0.029426, 0.09565, -0.016385, 0.076183, 0.087744, -0.032083, -0.035137, -0.056637, -0.001783, 0.064011, -0.030726, 0.152484, -0.018475, -0.004586, 0.006336, -0.045101, -0.106543, 0.185779, -0.005672, 0.083087, 0.008333, 0.076816, 0.071495, 0.04748, 0.026814, 0.016419, 0.028306, 0.008126, -0.147307, 0.004878, 0.020875, 0.088202, -0.092902, 0.018233, 0.043565, 0.084063, -0.125816, 0.048313, -0.048959, 0.030064, -0.034785, -0.058452, 0.062725, 0.060799, -0.141294, 0.146946, 0.13322, 0.012527, 0.042811, -0.124555, 0.059932, 0.115199, 0.066342, 0.089366, -0.127828, 0.034904, 0.097822, -0.008785, 0.077486, 0.062338, 0.060003, 0.056478, -0.029252, 0.011356, 0.023119, 0.062718, 0.061547, -0.072218, 0.00008, 0.025985, -0.054526, 0.077724, -0.054657, -0.017838, 0.022764, -0.111343, 0.041886, 0.04628, -0.066067, -0.051759, -0.050336]
        },
        {
          "name": "nhtsa_lookup_vehicles",
          "description": "Look up valid makes, models, and vehicle types in NHTSA's database. Use to resolve ambiguous vehicle names, find correct make/model spelling, or discover what models a manufacturer produces.",
          "embedding": [-0.026084, 0.049077, 0.100749, -0.050648, 0.1496, 0.00642, 0.024443, 0.051141, -0.041719, -0.005757, 0.005792, 0.050321, -0.00319, -0.01118, -0.006475, -0.022065, 0.060234, 0.066489, 0.017934, 0.037162, -0.078589, -0.062963, 0.000635, -0.005914, 0.00813, 0.037139, -0.016333, -0.053593, -0.064183, 0.001424, -0.099939, 0.063317, -0.074325, -0.001533, -0.054453, 0.040095, 0.01186, 0.008174, 0.048492, -0.107881, -0.063065, -0.146277, -0.039374, 0.055284, 0.005817, 0.047641, -0.16896, 0.055244, 0.020968, -0.069345, -0.047103, 0.040063, -0.039655, 0.075303, -0.0437, -0.010919, 0.061754, -0.088627, 0.059142, 0.014788, 0.065284, 0.041379, 0.035728, -0.016067, 0.09845, -0.094328, -0.033393, -0.008416, -0.007612, 0.061132, 0.008011, -0.018299, -0.062909, 0.074909, 0.049244, -0.066315, -0.080847, 0.033259, -0.033482, -0.014601, 0.037859, -0.003553, 0.070555, 0.118965, 0.04167, 0.030051, 0.058308, -0.01865, -0.002704, 0.118152, 0.025615, -0.040738, -0.047142, 0.001398, 0.020486, -0.083785, 0.016818, -0.010091, 0.064989, 0.000187, -0.045365, 0.001064, 0.098923, 0.00045, -0.071979, 0.007168, -0.005058, -0.003507, -0.053366, 0.018068, 0.008256, 0.008121, 0.019198, 0.09494, -0.075898, 0.061013, 0.053602, 0.046742, 0.019215, 0.108225, 0.032158, -0.00928, -0.068639, 0.028412, 0.049224, 0.142789, 0.089875, 0.04336, -0.094896, -0.003709, -0.044601, 0.005635, -0.036077, 0.137903, 0.041733, -0.062657, -0.029448, 0.010019, -0.026888, 0.052365, -0.047407, -0.047115, -0.057877, 0.019811, 0.052843, -0.01137, -0.079321, 0.056456, -0.0667, 0.080717, 0.048903, 0.010789, 0.067777, -0.041528, 0.075768, -0.008681, 0.090192, 0.018634, -0.079025, -0.081403, -0.033233, 0.032071, -0.034622, -0.033492, -0.008084, 0.045066, -0.081112, 0.102536, 0.098041, -0.022775, 0.006274, -0.120745, 0.115815, -0.010065, 0.07144, 0.049447, 0.139842, -0.041322, 0.042036, 0.049482, -0.006151, -0.047525, -0.036246, 0.035986, 0.019676, -0.037477, 0.104383, -0.054277, 0.008877, 0.048651, -0.003177, -0.090602, 0.161501, -0.004742, 0.111525, 0.00928, 0.002561, 0.171533, 0.080613, -0.031369, 0.051953, -0.079608, 0.025049, -0.107487, -0.057361, 0.066948, 0.077835, -0.03559, -0.011783, 0.013917, 0.078785, -0.121842, 0.040079, -0.0945, 0.016506, 0.001803, -0.064035, -0.011512, 0.04591, -0.048943, 0.113873, 0.051104, -0.011066, -0.019349, -0.178273, 0.075846, 0.102993, 0.067292, 0.057918, -0.111747, 0.005635, 0.130537, 0.026819, -0.008982, 0.030961, 0.097327, 0.028933, 0.037412, 0.018315, -0.025763, 0.052833, 0.025977, -0.132117, 0.050735, -0.010917, -0.091736, 0.068728, -0.05907, -0.036828, 0.00226, -0.105478, 0.085133, 0.115241, 0.025668, -0.011498, -0.026176]
        }
      ],
      "embedding": [-0.033835, 0.035354, 0.148534, -0.073106, 0.143987, 0.009472, 0.048896, 0.012315, -0.041951, -0.036326, -0.038121, 0.054954, -0.012563, -0.032767, -0.050235, 0.00896, 0.055321, 0.022137, 0.025675, -0.02716, -0.047669, -0.10692, -0.016638, -0.007674, -0.061409, 0.067994, -0.058489, 0.000185, -0.095377, 0.024641, -0.045568, 0.091899, -0.01562, -0.01221, 0.006244, 0.062018, -0.009565, 0.054244, 0.022757, -0.050204, -0.055428, -0.177119, -0.054256, 0.089472, 0.003642, 0.030375, -0.182593, 0.096417, -0.028802, -0.088762, -0.073802, 0.059067, -0.002582, 0.043603, -0.014335, 0.000752, 0.085135, -0.08632, 0.065842, -0.011107, 0.076272, -0.005233, 0.008109, -0.011762, 0.088334, -0.042093, -0.042915, 0.046635, -0.002146, 0.040642, 0.010694, -0.027215, -0.041379, 0.042736, 0.045313, -0.107028, -0.09944, 0.009148, -0.054774, -0.022387, 0.058366, 0.006212, 0.042515, 0.097764, 0.020224, 0.033391, 0.092878, 0.000272, -0.033573, 0.119102, -0.012992, -0.052426, -0.024299, 0.020502, 0.057924, -0.012699, -0.002874, -0.012693, 0.036736, 0.027131, -0.066298, -0.019074, 0.075095, -0.022543, -0.045847, 0.013496, 0.008711, 0.004015, -0.094405, 0.013143, -0.012756, 0.077823, 0.008229, 0.065408, -0.091252, 0.057589, 0.023525, 0.028829, 0.048087, 0.067481, -0.00299, -0.004032, -0.079626, 0.012883, 0.023641, 0.096632, 0.082547, 0.013286, -0.059816, -0.008094, -0.044103, -0.000212, -0.050571, 0.107475, -0.034159, -0.013853, -0.08131, -0.021093, -0.020055, 0.061908, -0.077875, -0.026425, -0.061437, 0.005309, 0.033816, 0.007929, -0.174086, 0.098421, -0.062039, 0.037655, 0.034884, -0.004285, 0.096055, -0.032193, 0.050904, 0.003897, 0.110934, -0.007026, -0.122239, -0.006052, 0.011767, 0.004545, -0.028765, -0.061825, -0.013319, 0.058748, -0.087137, 0.080631, 0.042005, -0.067255, 0.011399, -0.11488, 0.105013, -0.005729, 0.044844, 0.061539, 0.122553, -0.032408, -0.005129, 0.008202, -0.000628, -0.040929, -0.03131, 0.043956, -0.002041, -0.029373, 0.133346, 0.015058, 0.010578, 0.027831, -0.04205, -0.101867, 0.14646, -0.025856, 0.100397, -0.018712, 0.034644, 0.120651, 0.044603, -0.016225, 0.014541, 0.009488, 0.033601, -0.091836, -0.016803, 0.039143, 0.070618, 0.005053, 0.012164, 0.017213, 0.017138, -0.134135, -0.02243, -0.083412, 0.056948, 0.024701, -0.108907, 0.005526, 0.066569, -0.086864, 0.128595, 0.054354, 0.033601, 0.051258, -0.163118, 0.097852, 0.124155, 0.065527, 0.129452, -0.110362, -0.045306, 0.095701, -0.016354, 0.038603, 0.044189, 0.112805, -0.001526, 0.06519, 0.014199, -0.044587, 0.026937, 0.011603, -0.11861, 0.01133, -0.014723, -0.110334, 0.064066, 0.013801, -0.02703, 0.011015, -0.126061, 0.084043, 0.060258, -0.031991, -0.014996, -0.032626]
    },
    {
      "name": "nist-nvd-mcp-server",
      "displayName": "NIST NVD",
      "description": "Search and audit CVEs by keyword, severity, CWE, CISA KEV status, and CPE via the NIST National Vulnerability Database. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://nist-nvd.caseyjhand.com/mcp",
      "npm": "@cyanheads/nist-nvd-mcp-server",
      "github": "https://github.com/cyanheads/nist-nvd-mcp-server",
      "version": "0.1.8",
      "auth": "none",
      "keywords": [
        "security",
        "cybersecurity",
        "vulnerabilities",
        "CVE",
        "software vulnerabilities",
        "exploits",
        "infosec",
        "security threats",
        "patches",
        "CVSS",
        "common vulnerabilities",
        "cyber threats",
        "information security",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "nist",
        "nvd",
        "cve",
        "cpe",
        "vulnerability",
        "cvss",
        "cwe",
        "cisa-kev"
      ],
      "tools": [
        {
          "name": "nvd_get_cve",
          "description": "Fetch one or more CVEs by ID from the NIST National Vulnerability Database. Returns CVSS scores across all available versions (v2.0, v3.0, v3.1, v4.0), CWE weakness classifications, affected CPE configurations, CISA KEV fields, and references. Up to 100 CVE IDs per call. For bulk lookups of more than 10 IDs, use brief: true — full records for 100 CVEs can exceed 1MB and exhaust context budgets.",
          "embedding": [0.096876, 0.074138, 0.065017, -0.015353, 0.064958, 0.00367, 0.055015, 0.10561, -0.040334, -0.054725, -0.018109, 0.09633, -0.01917, 0.004539, 0.008404, 0.053478, 0.032722, -0.035493, 0.090862, -0.015861, 0.001133, -0.065581, 0.149548, 0.057367, -0.157521, 0.039269, -0.054842, -0.087385, -0.148777, -0.078601, -0.069772, 0.013053, 0.053208, -0.066212, 0.049923, 0.099256, -0.018157, 0.030355, 0.013063, -0.027758, -0.03211, -0.09351, -0.017115, 0.044808, 0.030696, -0.02159, -0.111621, 0.064143, -0.026285, -0.00873, -0.066278, -0.006988, -0.033385, -0.073127, 0.023563, -0.047065, 0.089455, -0.127919, -0.00702, 0.021384, 0.035687, -0.135206, 0.01415, 0.024497, 0.11844, 0.074074, 0.06135, 0.104015, -0.030858, 0.019781, 0.147537, 0.137094, 0.056974, 0.050559, 0.002261, -0.057412, -0.051254, 0.002128, 0.072808, -0.028724, 0.084808, 0.041353, -0.007173, -0.063217, -0.018955, -0.003843, 0.130265, 0.027689, -0.144323, 0.138618, 0.103733, 0.054185, 0.021018, -0.029769, -0.01774, -0.036285, 0.057628, 0.013571, 0.054682, 0.031759, -0.037679, 0.001793, -0.007875, -0.038268, -0.20889, 0.042046, -0.029429, -0.083967, -0.075031, 0.053904, 0.020435, -0.017549, -0.097089, 0.007468, -0.051776, 0.019566, 0.004014, 0.069553, 0.042667, -0.024725, -0.040185, 0.125426, -0.043438, 0.015831, 0.110454, 0.003654, 0.041899, -0.031838, 0.046996, -0.035548, -0.076616, -0.045648, -0.04321, 0.051199, -0.048015, -0.013489, -0.092428, 0.020133, 0.028038, 0.050871, 0.016286, 0.017036, -0.022763, -0.020103, 0.041259, 0.110805, -0.059055, 0.006558, 0.060501, 0.065952, -0.017626, 0.005992, -0.016911, -0.084511, -0.014922, 0.054414, 0.142632, 0.059262, -0.122563, -0.072383, 0.015149, 0.036302, -0.031664, 0.046715, 0.01244, 0.007911, -0.099386, 0.034833, 0.040139, 0.075697, 0.002315, -0.012085, 0.006491, -0.07282, 0.10039, 0.056377, 0.050157, 0.066996, 0.030974, 0.033501, -0.038362, -0.053469, -0.023531, 0.113487, -0.066651, -0.052644, -0.013945, -0.040237, 0.009551, 0.088745, -0.037043, -0.058016, 0.061751, 0.023353, 0.061781, 0.046217, 0.031971, 0.111687, -0.007719, -0.041436, -0.013598, 0.006316, 0.080011, -0.06618, -0.014685, -0.034515, -0.028753, 0.011784, 0.078031, -0.009488, 0.084664, -0.049986, -0.006547, -0.053647, 0.008626, 0.020442, -0.023119, -0.024725, 0.074713, -0.040686, 0.131152, 0.021181, -0.009837, 0.034903, -0.150067, -0.000165, 0.014002, 0.065352, 0.042561, -0.120863, -0.00793, -0.009905, -0.031342, 0.006617, 0.041097, -0.001534, -0.0216, 0.017277, 0.072039, -0.020798, 0.025863, 0.098975, 0.021381, 0.025819, -0.038914, -0.112671, 0.076116, -0.001665, 0.038323, -0.037784, -0.097526, 0.089245, 0.003819, -0.137425, -0.020628, 0.008325]
        },
        {
          "name": "nvd_search_cves",
          "description": "Search CVEs by keyword, severity, CWE, date range, or CISA KEV status. The primary discovery tool for vulnerability surveillance and triage workflows. pubDays and lastModDays are convenience shorthands that expand to date pairs; values over 120 days are clamped to the NVD maximum and reported in queryMeta. Returns brief summaries — call nvd_get_cve for full detail on specific IDs. At least one filter is recommended; omitting all filters returns CVEs in default NVD index order (oldest first by CVE ID).",
          "embedding": [0.042349, 0.047111, 0.112945, -0.005136, 0.08347, 0.017322, 0.042894, 0.067945, -0.026516, -0.027894, -0.039954, 0.07823, 0.049833, 0.087175, 0.046873, 0.075947, 0.041656, -0.1011, 0.093959, -0.0044, -0.000138, -0.075791, 0.060054, 0.018347, -0.150472, -0.032084, -0.059464, -0.109797, -0.1444, -0.037627, -0.053775, -0.027045, 0.060031, -0.043688, 0.032832, 0.072319, -0.02938, 0.012672, 0.031702, -0.040074, -0.11909, -0.132899, -0.047365, 0.048989, -0.008132, 0.026247, -0.121918, 0.094986, -0.048756, -0.008299, -0.047015, -0.046121, -0.014431, -0.024043, 0.013235, -0.013043, 0.092753, -0.145201, -0.015117, 0.035062, 0.085774, -0.105408, 0.014062, 0.007554, 0.122098, 0.054638, 0.013318, 0.110416, 0.005035, 0.002541, 0.12139, 0.218835, 0.013258, 0.013076, 0.011482, -0.015152, -0.116065, -0.00524, -0.017838, -0.005361, 0.126759, 0.076301, -0.002968, -0.029876, -0.037522, 0.06399, 0.116128, 0.027757, -0.14006, 0.107017, 0.083054, 0.04736, 0.046828, -0.023462, 0.017376, -0.004751, 0.041457, -0.009287, 0.029826, -0.040244, -0.068873, -0.011933, -0.010505, -0.027981, -0.102988, -0.015441, -0.037083, -0.037189, -0.098582, 0.064162, -0.047637, 0.031018, -0.028748, 0.057985, -0.040105, 0.080415, 0.017991, 0.065293, 0.016601, -0.012411, -0.033664, 0.126348, -0.076698, 0.076026, 0.079123, -0.018482, 0.037949, -0.004033, 0.063782, -0.05363, -0.043536, -0.06101, -0.067635, 0.006109, -0.060458, 0.008487, -0.105389, -0.030732, -0.00059, 0.035236, 0.06153, 0.052814, -0.007591, -0.059856, 0.015264, 0.096434, -0.019072, -0.01466, 0.001653, 0.000151, 0.004609, -0.037231, 0.000387, -0.047689, -0.086713, -0.001609, 0.131095, 0.083876, -0.082794, -0.056143, 0.002755, 0.046593, -0.023334, 0.043626, -0.042423, -0.020008, 0.002811, -0.006292, 0.048636, 0.046877, 0.02992, 0.026273, 0.066758, -0.072106, 0.084904, 0.081481, 0.067161, 0.044506, 0.005728, 0.001634, -0.015741, -0.036799, -0.039523, 0.089038, -0.0627, -0.054586, 0.000462, -0.00829, 0.014113, 0.036398, -0.130069, -0.056354, 0.074853, 0.004845, -0.005927, 0.071151, 0.028462, 0.043672, -0.028243, -0.007911, -0.000044, 0.0065, 0.081086, -0.084024, -0.119519, -0.004548, 0.003958, 0.018102, 0.076268, 0.051321, 0.035255, -0.048835, -0.048324, -0.036183, 0.063473, 0.015233, -0.025346, -0.040122, 0.03935, -0.134038, 0.116533, -0.03255, 0.006238, 0.019878, -0.13746, -0.014468, 0.07978, 0.101037, 0.067041, -0.085745, 0.023905, 0.032495, -0.026221, 0.000753, 0.071818, -0.040235, 0.017263, 0.025024, 0.042082, -0.013536, 0.127795, 0.071273, 0.055843, 0.033726, -0.018788, -0.096371, 0.102852, -0.009889, -0.02435, 0.041945, -0.039216, 0.106611, 0.002272, -0.140092, 0.027783, 0.027862]
        },
        {
          "name": "nvd_audit_cpe",
          "description": "Find all CVEs affecting a specific product and version using CPE (Common Platform Enumeration). Requires either an exact CPE name (cpeName) or a partial match string (virtualMatchString) with optional version range bounds. With cpeName, NVD scopes results to configurations where the product is directly vulnerable, not merely referenced as a dependency. Use nvd_search_cpes first to resolve the correct CPE string for a product. Returns full CVE records.",
          "embedding": [0.064467, 0.017511, 0.086704, 0.036597, 0.081841, 0.022618, 0.053477, 0.045679, -0.020508, 0.005558, -0.053573, 0.076699, -0.020493, 0.087873, 0.057229, 0.08607, 0.047172, -0.060058, 0.111884, 0.017808, -0.027222, -0.068112, 0.115145, 0.040423, -0.154621, -0.011838, -0.0552, -0.025983, -0.139046, -0.010449, -0.047699, 0.033029, 0.026453, -0.088278, 0.033512, 0.096858, 0.014651, 0.009662, -0.061657, -0.058989, -0.087597, -0.122466, -0.030299, 0.029085, 0.02483, -0.006737, -0.106295, 0.099837, -0.02595, 0.01745, -0.084469, 0.01465, -0.015901, -0.060991, -0.039444, -0.034907, 0.088559, -0.133674, 0.030714, -0.006363, 0.045912, -0.050899, -0.026306, 0.01962, 0.132645, 0.052581, 0.081153, 0.071062, -0.032378, -0.016729, 0.040201, 0.127258, -0.010333, -0.005092, 0.039243, -0.017451, -0.039788, -0.012458, 0.03186, 0.030063, 0.079648, 0.079403, 0.010805, -0.026099, -0.029262, -0.023524, 0.078541, 0.043976, -0.124388, 0.14437, 0.116726, 0.083347, 0.029203, -0.006389, -0.035522, -0.00517, 0.048749, -0.005003, 0.025889, -0.012841, -0.1251, -0.040766, -0.030541, -0.02779, -0.133974, -0.002817, -0.011974, 0.0009, -0.145254, 0.056387, 0.006236, 0.040112, -0.041467, 0.050471, 0.014665, 0.047546, -0.037132, 0.09982, 0.055679, 0.000616, 0.006066, 0.188018, -0.048612, 0.03187, 0.108038, 0.033669, 0.012334, -0.008924, 0.026685, -0.112926, -0.061456, -0.009614, -0.079835, -0.003214, 0.02856, 0.003308, -0.072139, -0.02459, 0.039657, 0.007218, 0.03139, 0.014334, -0.020614, -0.038502, -0.030934, 0.130046, -0.02247, 0.033759, 0.010668, 0.050411, 0.012792, 0.007391, -0.024316, -0.100923, -0.066412, 0.061359, 0.097804, 0.091528, -0.138769, -0.144896, 0.02122, -0.022668, -0.071988, 0.038537, -0.04549, -0.005285, -0.067195, 0.038065, 0.015544, 0.082514, -0.008977, -0.016651, -0.009655, -0.125307, 0.120705, 0.047389, 0.07163, 0.097713, 0.011071, 0.035008, 0.034987, -0.025781, 0.005742, 0.036926, -0.10105, -0.007214, -0.050482, -0.073484, -0.034852, 0.084075, -0.109607, -0.078129, 0.087561, 0.029955, 0.012147, 0.011081, 0.008633, 0.063406, -0.027194, 0.00301, -0.037738, -0.052165, 0.06655, -0.082371, -0.029921, 0.017511, 0.009873, -0.00305, 0.104364, 0.006002, 0.101304, -0.045244, 0.021155, -0.075178, 0.068085, -0.062512, -0.048698, -0.016815, 0.039056, -0.062859, 0.097616, 0.020133, 0.039164, -0.026795, -0.168867, -0.008583, 0.043137, 0.073042, 0.016496, -0.075608, 0.051205, 0.0066, 0.03069, 0.024902, 0.058332, -0.014663, 0.000437, 0.02936, 0.046879, 0.024307, 0.093377, 0.105764, 0.010414, 0.012654, -0.039028, -0.119553, 0.055319, -0.041739, -0.028656, 0.002133, -0.028921, 0.06478, 0.005816, -0.123088, -0.011011, 0.019975]
        },
        {
          "name": "nvd_search_cpes",
          "description": "Search the NVD CPE (Common Platform Enumeration) dictionary by product keyword or partial match string. Returns CPE names, human-readable titles, and deprecation status. Use before nvd_audit_cpe to resolve the correct CPE name for a product — CPE strings are precise identifiers (e.g., cpe:2.3:a:apache:http_server:2.4.51:*:*:*:*:*:*:*) and must match exactly to audit the right product.",
          "embedding": [0.088767, 0.057358, 0.032438, 0.002361, 0.095233, 0.032262, 0.056469, 0.073318, -0.024088, 0.034625, -0.041642, 0.053401, 0.004553, 0.055515, 0.033691, 0.083576, 0.017006, -0.016539, 0.081658, 0.048183, -0.072808, -0.031348, 0.116598, 0.043518, -0.154878, -0.031875, -0.063664, -0.031859, -0.128114, 0.036998, -0.052063, 0.041592, 0.02589, -0.056513, 0.021397, 0.114438, 0.054609, 0.036498, -0.064593, -0.040572, -0.080284, -0.128051, -0.041651, 0.053899, -0.003315, -0.018244, -0.103291, 0.041324, -0.018689, 0.001401, -0.068902, -0.0354, -0.027709, -0.044364, -0.000482, -0.032775, 0.06477, -0.124296, 0.049922, 0.010565, 0.047124, -0.030698, -0.048494, -0.008366, 0.13102, 0.026971, 0.072097, 0.117168, -0.014445, -0.011133, 0.050217, 0.152711, 0.000371, 0.003012, 0.028012, 0.001034, -0.007888, 0.001351, 0.032634, 0.012916, 0.047269, 0.127013, 0.037178, 0.006078, -0.009765, -0.006134, 0.096452, 0.028758, -0.156848, 0.124352, 0.086712, 0.090572, 0.043069, -0.008972, 0.00237, 0.011902, 0.036757, -0.028193, -0.002025, 0.002414, -0.099419, -0.04656, -0.023325, -0.044414, -0.113877, -0.040706, -0.015823, -0.007181, -0.13771, 0.096597, 0.018461, 0.049741, -0.006826, 0.029677, -0.012137, 0.050612, -0.041972, 0.103968, 0.001459, 0.02642, 0.000236, 0.151396, -0.101206, 0.025606, 0.152411, 0.006662, -0.022942, 0.042479, 0.020824, -0.042678, -0.018353, -0.027578, -0.060433, -0.002115, -0.008514, -0.024472, -0.096341, -0.021215, 0.036271, 0.017258, 0.038211, 0.052697, -0.008822, -0.0578, 0.008888, 0.15275, -0.01276, 0.015562, -0.012953, 0.062267, 0.051124, 0.022549, -0.002446, -0.060281, -0.030218, 0.073929, 0.123472, 0.08422, -0.129402, -0.137551, 0.007267, -0.026378, -0.090294, 0.047568, -0.071015, -0.016164, -0.064704, 0.063822, 0.052695, 0.052122, 0.018483, -0.000124, 0.02074, -0.093091, 0.097629, 0.038338, 0.069052, 0.076022, 0.018423, 0.041442, 0.013073, -0.005451, 0.007177, 0.036537, -0.094706, 0.023318, 0.002051, -0.101993, 0.002031, 0.07717, -0.121291, -0.093202, 0.020818, 0.014631, -0.027169, -0.001495, 0.006872, 0.038348, -0.015931, 0.008707, -0.009674, -0.072795, 0.086381, -0.109214, -0.039049, 0.030163, -0.000004, -0.005405, 0.038095, 0.010325, 0.124697, -0.027887, 0.04991, -0.071205, 0.110804, -0.053201, -0.067513, -0.026023, 0.057073, -0.091233, 0.083295, -0.010332, 0.024813, -0.001162, -0.158313, 0.024361, 0.042636, 0.117796, 0.00937, -0.067191, 0.03933, 0.004172, 0.036763, 0.02539, 0.035181, 0.003357, 0.028502, 0.029308, 0.08368, 0.027547, 0.091192, 0.086238, 0.003213, 0.046329, -0.022516, -0.128087, 0.094249, -0.007756, -0.054851, 0.025005, -0.025129, 0.116172, 0.030567, -0.103087, -0.037068, 0.007755]
        },
        {
          "name": "nvd_get_cve_history",
          "description": "Retrieve the change history for a single CVE — CVSS score revisions, reference additions, status transitions (e.g., \"Received\" → \"Analyzed\"), and CPE configuration updates. Use when tracking a CVE's escalation or investigating when a score changed. For the current record, call nvd_get_cve instead. The NVD history endpoint is significantly slower than other NVD endpoints, especially without an API key — set NVD_API_KEY for reliable operation.",
          "embedding": [0.088551, 0.000532, 0.055946, -0.134902, 0.044624, -0.0489, 0.021048, 0.12261, -0.011805, -0.056913, 0.000668, 0.09275, 0.013063, 0.061689, 0.041616, 0.035684, 0.004761, -0.105773, 0.091623, 0.046408, 0.025781, -0.093597, 0.093534, 0.01694, -0.14606, -0.032615, -0.068716, -0.059951, -0.163311, -0.058024, -0.05278, -0.012729, 0.034332, -0.090528, 0.024665, 0.133488, -0.000716, 0.012005, -0.003961, -0.055813, -0.058209, -0.112599, -0.03078, 0.044064, 0.007383, -0.043076, -0.111614, 0.018996, -0.043299, 0.005883, -0.087462, 0.039469, -0.042422, -0.022791, -0.017179, 0.047424, 0.070656, -0.067909, 0.006217, 0.017532, 0.063056, -0.113189, -0.000267, 0.040486, 0.111439, 0.045102, 0.053658, 0.135509, -0.001693, -0.020277, 0.10733, 0.138696, 0.08363, 0.075556, -0.014337, -0.029744, -0.082786, 0.057818, 0.047376, -0.020732, 0.067151, 0.011614, -0.060164, -0.036609, -0.008628, 0.056332, 0.150606, 0.051416, -0.156721, 0.0954, 0.050793, 0.070441, 0.032818, 0.026161, -0.024759, 0.003909, 0.055927, 0.083454, 0.001385, 0.008979, -0.101642, -0.06809, -0.041067, -0.035238, -0.106122, 0.015303, -0.020223, -0.039222, -0.088714, 0.065079, 0.001444, 0.092461, -0.030641, 0.048322, -0.029226, 0.030783, 0.020498, 0.027238, 0.009081, -0.021602, -0.01853, 0.11001, -0.046428, 0.00698, 0.115224, 0.064102, 0.076005, 0.005105, 0.090818, -0.058573, -0.059207, -0.043131, -0.012368, -0.003012, -0.042932, -0.006356, -0.089077, -0.000862, 0.040973, 0.04333, 0.049296, 0.009538, -0.052406, 0.016102, 0.02389, 0.109967, -0.05804, -0.027152, 0.059874, 0.017098, 0.054128, -0.031262, 0.003806, -0.0986, -0.048802, 0.052755, 0.122923, 0.09254, -0.134746, -0.10866, 0.008462, 0.062056, -0.057235, 0.058252, 0.03453, -0.01212, -0.037088, 0.000968, -0.005074, 0.050416, 0.000518, 0.031253, 0.019502, -0.090469, 0.100835, 0.094224, 0.053749, 0.08559, 0.010074, -0.001729, -0.028994, 0.010221, -0.015669, 0.095262, -0.057636, -0.029355, -0.026794, -0.085254, 0.020348, 0.030746, -0.06718, -0.071884, 0.072116, -0.008961, 0.04902, 0.045186, 0.047867, 0.069438, -0.082394, 0.010968, -0.032652, -0.022447, 0.076796, -0.04178, 0.001255, 0.013545, 0.019191, -0.011154, 0.106951, 0.017014, 0.033116, -0.00408, 0.009248, -0.008654, 0.059124, 0.022697, -0.045907, -0.031521, 0.013142, -0.100269, 0.093205, -0.012623, 0.035254, 0.012631, -0.133024, -0.011207, -0.006896, 0.165341, 0.053212, -0.071711, -0.022039, -0.085892, -0.064488, 0.011283, 0.059119, 0.009689, -0.011042, 0.010864, 0.013528, -0.003886, 0.053895, 0.083822, 0.064335, 0.057206, 0.009324, -0.088962, 0.101748, 0.020722, 0.009061, 0.001944, -0.098729, 0.095265, 0.031113, -0.138686, -0.009301, 0.022622]
        }
      ],
      "embedding": [0.090753, 0.045705, 0.088388, 0.010411, 0.098793, -0.002872, 0.02855, 0.107361, -0.059299, -0.03143, -0.055813, 0.038295, -0.000746, 0.014851, -0.023369, 0.084204, 0.023342, -0.0462, 0.07511, -0.036377, -0.039992, -0.061768, 0.074418, 0.017947, -0.143375, -0.011961, -0.024885, -0.076803, -0.138801, -0.000895, -0.045929, 0.005789, 0.033429, -0.051805, 0.04556, 0.100289, 0.003126, 0.013004, -0.024938, -0.076935, -0.071329, -0.117286, -0.044236, 0.075442, -0.024951, -0.01029, -0.159384, 0.106955, -0.040359, 0.017673, -0.086162, 0.035353, -0.022012, -0.028938, 0.008621, 0.024091, 0.100181, -0.108781, 0.036498, -0.021112, 0.094036, -0.118446, -0.066749, -0.025573, 0.122847, -0.000698, 0.041259, 0.06199, -0.041624, 0.018318, 0.083382, 0.171824, 0.014094, 0.001308, 0.035019, -0.059967, -0.075682, 0.004991, 0.016653, -0.022238, 0.09989, 0.06071, 0.04004, 0.034727, -0.044979, -0.01544, 0.147477, 0.071906, -0.146014, 0.145193, 0.078092, 0.015598, -0.014101, 0.006418, 0.056176, -0.014675, 0.004166, -0.038122, -0.005919, 0.008517, -0.081822, 0.004258, 0.011516, -0.002662, -0.153093, 0.043829, -0.029882, -0.025733, -0.09515, 0.042664, 0.042688, 0.029897, -0.078634, -0.025153, -0.032804, 0.059149, -0.027635, 0.063614, 0.008245, -0.021703, 0.034385, 0.12563, -0.071891, 0.070296, 0.108667, -0.010775, 0.059911, 0.00445, 0.037116, -0.111265, -0.05673, -0.039161, -0.044566, 0.005072, -0.023199, 0.031657, -0.116605, -0.081308, -0.005602, 0.044544, -0.016031, 0.053716, -0.033451, -0.000004, 0.02369, 0.054061, -0.083553, 0.005462, 0.07695, 0.030538, 0.006452, 0.001603, 0.027829, -0.023911, -0.068718, 0.05651, 0.116481, 0.069003, -0.078116, -0.079452, -0.009078, -0.004528, -0.048662, -0.003252, 0.03462, -0.0345, -0.065259, 0.032415, 0.038506, 0.055307, 0.005599, -0.023569, 0.080141, -0.051447, 0.053978, 0.082669, 0.042996, 0.074659, 0.021339, 0.035567, -0.005006, -0.032234, 0.004121, 0.055795, -0.08535, -0.012947, 0.002149, -0.034054, 0.054002, 0.077465, -0.120164, -0.082141, 0.051408, 0.021439, 0.043742, 0.009925, -0.018741, 0.118142, 0.012573, 0.059091, 0.007821, 0.012653, 0.043855, -0.091491, -0.036257, -0.032127, 0.044425, 0.042095, 0.072642, -0.015089, 0.093028, -0.035874, -0.038523, -0.030779, 0.068733, -0.04856, -0.129102, -0.069562, 0.056753, -0.047023, 0.117409, -0.029937, 0.031896, 0.089125, -0.107725, 0.004419, 0.08506, 0.111662, 0.0743, -0.086736, 0.047292, 0.000785, 0.03771, 0.056441, 0.064714, 0.032636, -0.030286, 0.03427, 0.069468, -0.06297, 0.070091, 0.03921, 0.030992, 0.001187, -0.029186, -0.143029, 0.085049, -0.00928, 0.004622, 0.045112, -0.075678, 0.09977, 0.013933, -0.122741, 0.018754, 0.033298]
    },
    {
      "name": "noaa-cdo-mcp-server",
      "displayName": "NOAA CDO",
      "description": "Search NOAA CDO stations and datasets, fetch historical weather observations via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://noaa-cdo.caseyjhand.com/mcp",
      "npm": "@cyanheads/noaa-cdo-mcp-server",
      "github": "https://github.com/cyanheads/noaa-cdo-mcp-server",
      "version": "0.1.10",
      "auth": "none",
      "keywords": [
        "climate",
        "weather",
        "historical weather",
        "temperature",
        "precipitation",
        "rainfall",
        "climate change",
        "meteorology",
        "climate data",
        "weather records",
        "climate history",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "noaa",
        "cdo",
        "historical-weather",
        "observations"
      ],
      "tools": [
        {
          "name": "noaa_list_datasets",
          "description": "List available NOAA CDO datasets with their IDs, names, and temporal coverage. Returns all ~11 datasets by default (no required parameters). Optionally filter to datasets that contain a specific data type, cover a location or station, or overlap a date range. Common datasets: GHCND (daily observations, 1763–present), GSOM (monthly summaries), GSOY (annual summaries), NORMAL_DLY/MLY/ANN/HLY (1981–2010 climate normals). Use this first to discover available datasets before calling noaa_fetch_data.",
          "embedding": [-0.089126, 0.063327, 0.018734, 0.015138, 0.052357, 0.002005, -0.007024, 0.088652, -0.07716, -0.008986, -0.002868, -0.001222, -0.085943, -0.007312, 0.010115, -0.096025, -0.077878, -0.033517, -0.077637, 0.042114, 0.028478, 0.002583, -0.008732, -0.032833, -0.053673, -0.095892, 0.038425, 0.069893, -0.105713, 0.056276, -0.084264, 0.092357, -0.000474, 0.027134, 0.030511, 0.0892, -0.039704, 0.058369, -0.012544, -0.063535, 0.013031, -0.143003, -0.116239, 0.070754, -0.02135, 0.029046, -0.069636, 0.069995, 0.010995, 0.082628, -0.115175, -0.031743, -0.029318, 0.036115, 0.034187, 0.09381, 0.030738, -0.04955, -0.017668, 0.048691, 0.031688, -0.052847, -0.006178, -0.014444, 0.036193, -0.107971, -0.075911, -0.067142, 0.027595, 0.020693, 0.047702, 0.042854, 0.058349, 0.115722, -0.020813, -0.060284, -0.042634, 0.046975, 0.010847, -0.045988, 0.009953, 0.010558, 0.058333, -0.111107, -0.099032, 0.01952, 0.01277, -0.005738, -0.052007, 0.067696, 0.043088, -0.044243, 0.06411, -0.023011, 0.030115, -0.081832, -0.082137, 0.011746, 0.090875, -0.033515, -0.093774, 0.033919, 0.05467, -0.046635, -0.081481, 0.013553, -0.0495, -0.123382, -0.060641, -0.006071, 0.012513, 0.045781, 0.009708, 0.038593, -0.03887, 0.008739, 0.068999, 0.11489, -0.087991, 0.010422, -0.056191, 0.022334, 0.036227, 0.014968, 0.050203, 0.023125, 0.045276, 0.005753, 0.071194, -0.069835, -0.06326, -0.050438, -0.03852, 0.041683, -0.033545, -0.068985, -0.090674, 0.041332, 0.037592, 0.078085, -0.072244, 0.014779, -0.097794, -0.009016, 0.009691, 0.098738, -0.06656, -0.059817, -0.050699, 0.095518, -0.027002, 0.076965, 0.020546, -0.010941, -0.024985, -0.027829, 0.002296, 0.058622, -0.041255, -0.054567, 0.073701, 0.110928, -0.052163, 0.064951, 0.061211, -0.004317, -0.009394, 0.012824, 0.020867, -0.027544, -0.032454, -0.056493, 0.019497, 0.064945, 0.065389, -0.000546, 0.174238, 0.0295, 0.043695, 0.001594, -0.035022, -0.029534, 0.036276, -0.057962, 0.11557, 0.023047, 0.015282, 0.01708, 0.10835, 0.002291, 0.05862, -0.142822, 0.131156, -0.090766, 0.013145, -0.026739, 0.025898, 0.049913, 0.133156, 0.031439, 0.060596, -0.002198, 0.086949, -0.061893, -0.086783, -0.003942, 0.045217, -0.005422, 0.071003, -0.059562, 0.060775, -0.030463, 0.021726, 0.033681, -0.032177, -0.007133, -0.062537, 0.006829, 0.118012, -0.050114, 0.160815, 0.057972, 0.046977, 0.088495, -0.07122, 0.027632, 0.130058, 0.090984, 0.175208, -0.081929, 0.087368, 0.00188, 0.083627, -0.05141, 0.069546, -0.001009, 0.048861, -0.005001, -0.092815, 0.026154, 0.111563, -0.004872, -0.030041, 0.043395, 0.003166, -0.100375, 0.132019, -0.050085, -0.056235, -0.020543, 0.045646, 0.065152, 0.063351, -0.102905, -0.089237, 0.062448]
        },
        {
          "name": "noaa_list_data_categories",
          "description": "List data categories that group related data types — Temperature, Precipitation, Wind, Pressure, Sunshine, Sky cover, Weather Type, and more. Use to discover what types of measurements are available before calling noaa_list_data_types. Optionally filter by dataset, location, station, or date range. There are ~41 categories in total.",
          "embedding": [-0.062012, 0.030871, 0.061787, -0.027359, 0.076482, 0.016665, -0.018646, 0.130294, -0.099201, 0.016582, -0.056737, 0.004398, -0.071522, -0.017213, -0.013722, -0.091843, -0.081616, 0.007086, -0.045023, -0.003556, 0.029571, -0.015669, -0.016217, -0.019064, -0.011608, -0.117816, 0.000565, 0.032374, -0.065299, 0.029083, -0.147194, 0.124429, -0.078863, 0.017426, 0.031385, 0.070902, -0.025842, 0.105984, -0.017887, -0.106039, -0.03685, -0.097984, -0.040316, 0.06198, 0.005913, 0.055929, -0.084711, 0.023848, -0.002019, 0.090368, -0.071247, -0.002379, -0.00509, 0.082911, 0.000804, 0.062026, 0.009533, 0.003563, 0.009474, 0.059927, 0.042701, -0.012992, 0.01734, -0.068732, 0.106306, -0.088773, -0.09323, -0.0663, -0.007903, 0.080081, 0.017775, 0.046223, 0.06664, 0.108467, -0.003657, -0.087743, -0.043084, 0.017303, -0.027146, -0.022731, 0.04292, 0.012844, 0.043289, -0.021038, -0.082687, -0.030287, 0.107, -0.023704, -0.094479, 0.116262, 0.090762, -0.023379, 0.088527, -0.014834, 0.023095, -0.100665, -0.061864, 0.017656, 0.048304, -0.03606, -0.044552, -0.028846, 0.103563, 0.005686, -0.024121, 0.062653, -0.044711, -0.088194, -0.054624, 0.037359, 0.038236, 0.021804, -0.023386, 0.023952, -0.032908, -0.003354, 0.073841, 0.039772, -0.042365, 0.053701, -0.034776, -0.018888, 0.042566, 0.005212, 0.033445, 0.029221, 0.12095, -0.01091, 0.102564, -0.066371, -0.032041, 0.007855, -0.023908, 0.013121, -0.0016, -0.077156, -0.122035, 0.021703, 0.061523, 0.05872, -0.082274, 0.014187, -0.113426, -0.036915, -0.033016, 0.086732, -0.042973, -0.072148, -0.10495, 0.104056, -0.00476, 0.021923, 0.035137, 0.010702, -0.028572, -0.001292, 0.007811, 0.080885, -0.076989, -0.038043, 0.11289, 0.090108, -0.024038, 0.120744, 0.075145, 0.016453, -0.007961, 0.036071, -0.011276, 0.038594, -0.023356, -0.073047, -0.003856, 0.043188, -0.00951, -0.020928, 0.140433, 0.07092, 0.022489, 0.021557, -0.015841, -0.008243, -0.000537, -0.058099, 0.081667, 0.029727, 0.029332, 0.005897, 0.133464, -0.083322, -0.004607, -0.151419, 0.109314, -0.025127, 0.0703, -0.043829, 0.02471, 0.058206, 0.086329, 0.026832, 0.0733, -0.056414, 0.100691, -0.005852, -0.032089, 0.034593, 0.074074, 0.013079, 0.057499, -0.089539, 0.029855, -0.003994, 0.012247, 0.03713, -0.008373, 0.03048, -0.045022, -0.012891, 0.094162, -0.088181, 0.103846, 0.016823, 0.018724, 0.096473, -0.072528, -0.008033, 0.149927, 0.096823, 0.187332, -0.126064, 0.072664, 0.062125, 0.091796, -0.066205, 0.013394, 0.002078, 0.039732, 0.011728, -0.052352, -0.005384, 0.030092, 0.003466, -0.034673, 0.024484, 0.002212, -0.075493, 0.123265, -0.045738, 0.03813, 0.014625, 0.013641, 0.095668, 0.10287, -0.077554, -0.097477, 0.075432]
        },
        {
          "name": "noaa_list_data_types",
          "description": "List available data types (measurement labels like TMAX, TMIN, PRCP, SNOW) for a given dataset or category. Pass a datasetId to see what is measured in that dataset, or a datacategoryId (e.g., \"TEMP\") to see all temperature-related types. Hundreds of types exist across all datasets. Use this before calling noaa_fetch_data when the data type IDs are unknown. Common GHCND types: TMAX (max temperature), TMIN (min temperature), PRCP (precipitation), SNOW (snowfall), SNWD (snow depth), AWND (average wind speed).",
          "embedding": [-0.043779, 0.016537, -0.005804, -0.026274, 0.10758, 0.063077, -0.012803, 0.130422, -0.085294, 0.021864, -0.008582, 0.013319, -0.047032, -0.002812, 0.034973, -0.048185, -0.087095, -0.060651, -0.079222, 0.017609, 0.018816, -0.06025, -0.014214, -0.023758, -0.023764, -0.073774, -0.008935, 0.01085, -0.066369, 0.010665, -0.122474, 0.087119, -0.050564, 0.016149, 0.070454, 0.052415, -0.012553, 0.052608, -0.03874, -0.087123, -0.047482, -0.079774, -0.058581, 0.080703, -0.0088, 0.01999, -0.07233, 0.059546, -0.016089, 0.059056, -0.090967, 0.01954, -0.053607, 0.096789, 0.021185, 0.104288, 0.04787, -0.045208, -0.015869, 0.032936, 0.057768, -0.003336, -0.017553, -0.109349, 0.070902, -0.077823, -0.074278, -0.043721, 0.037471, 0.060954, -0.019717, 0.084407, 0.016158, 0.141467, -0.001943, -0.048404, -0.030409, 0.009894, -0.011625, -0.029925, 0.01259, -0.016728, 0.052448, -0.024829, -0.11394, -0.025388, 0.046152, -0.022192, -0.052141, 0.078787, 0.058135, -0.03022, 0.077199, -0.030441, -0.010326, -0.121064, -0.067551, 0.031018, 0.063611, -0.060819, -0.093749, -0.008626, 0.108266, -0.056509, -0.049289, 0.005794, -0.046065, -0.13892, -0.056968, -0.02568, 0.015795, 0.033765, -0.011572, 0.060745, -0.000675, 0.004204, 0.113518, 0.077933, -0.067433, -0.02562, 0.000261, 0.026457, 0.020078, -0.069986, 0.03043, 0.075519, 0.067099, 0.017991, 0.08343, -0.069548, -0.0473, 0.022629, 0.028983, 0.036796, -0.017029, -0.055124, -0.113877, -0.020283, 0.072078, 0.059016, -0.069005, 0.012147, -0.10985, -0.044201, -0.053483, 0.087732, -0.044437, -0.085464, -0.024186, 0.098297, -0.007022, 0.066404, 0.066759, 0.028007, 0.014951, 0.047204, 0.015408, 0.074038, -0.089924, -0.058239, 0.078929, 0.079523, -0.038705, 0.063769, 0.07817, -0.001895, 0.017645, 0.056227, 0.049769, -0.022773, -0.012819, -0.079625, 0.026619, 0.077939, 0.005378, -0.03139, 0.067186, 0.018361, 0.020607, -0.002312, -0.044475, 0.051772, -0.066362, -0.009845, 0.087714, 0.047287, 0.0037, 0.005444, 0.121177, -0.06664, -0.013609, -0.117652, 0.125346, -0.076832, 0.044419, -0.053038, 0.024547, 0.063484, 0.121419, 0.043714, 0.106986, -0.110648, 0.120941, -0.013896, -0.053377, 0.026351, 0.0788, 0.039966, 0.029685, -0.043054, 0.026125, -0.062824, -0.020633, -0.039067, -0.027778, -0.02177, -0.078687, -0.023756, 0.087214, -0.112096, 0.105403, 0.024626, 0.004041, 0.056257, -0.058981, -0.031348, 0.093576, 0.151475, 0.18072, -0.121673, 0.061071, 0.072958, 0.091832, -0.040356, 0.016111, 0.014409, 0.018761, 0.021241, -0.08982, -0.013884, -0.030495, 0.024667, -0.030773, 0.026676, 0.012878, -0.10057, 0.109783, -0.014434, -0.018352, -0.001875, 0.030096, 0.123043, 0.086568, -0.126407, -0.110527, 0.039422]
        },
        {
          "name": "noaa_find_locations",
          "description": "Search for geographic locations by category (CITY, ST, CNTY, CNTRY, ZIP, CLIM_REG, etc.). Returns location IDs used in station search and data queries. Without locationCategoryId, returns all location types. Use locationCategoryId=ST to list US states (~52 entries — small enough to retrieve completely). Use locationCategoryId=CITY for cities (thousands of entries — use pagination and sortField=name to navigate alphabetically). The CDO API has no name-search parameter; to find a specific city, sort alphabetically with sortField=name and page through results. Location IDs: states as FIPS:37 (NC), cities as CITY:US530031, zip codes as ZIP:98101, countries as CNTRY:US. Obtain location IDs here, then pass them to noaa_find_stations or noaa_fetch_data.",
          "embedding": [0.020381, 0.078055, 0.059954, -0.00991, 0.024271, 0.049151, -0.044415, 0.145813, -0.070958, -0.00734, -0.068177, -0.077983, -0.090265, -0.062427, 0.026855, -0.067013, -0.052999, -0.012597, -0.042527, -0.021378, 0.01273, 0.064335, 0.003751, -0.005494, -0.066828, -0.139147, -0.023064, 0.043808, -0.109594, 0.037439, -0.042986, 0.096169, -0.061568, 0.025432, -0.032141, 0.086753, -0.084606, 0.052365, 0.009797, -0.061405, -0.039041, -0.118874, -0.029536, 0.057307, 0.012169, -0.006484, -0.121484, 0.049945, 0.027711, -0.02731, -0.080459, -0.06107, -0.05181, 0.123085, 0.032475, 0.071477, 0.008375, -0.10629, -0.047119, 0.072905, -0.00612, 0.00562, 0.013896, 0.039729, 0.067372, -0.045164, -0.095176, -0.059976, -0.007118, 0.058574, 0.044202, 0.013541, 0.089198, 0.13172, -0.021887, 0.003488, -0.091857, 0.051351, 0.017655, 0.031813, -0.057276, -0.052643, -0.005321, -0.119495, 0.017222, 0.030445, 0.02464, 0.000755, -0.022561, 0.074611, 0.057949, -0.026774, 0.026582, 0.017668, 0.002069, -0.074355, -0.052603, -0.002755, 0.070992, -0.033944, -0.055953, -0.010722, 0.02305, 0.032077, -0.045559, 0.01087, 0.022396, -0.076303, 0.044281, 0.021789, -0.008507, 0.060666, -0.022824, 0.009856, -0.010627, 0.01453, 0.098107, 0.094305, -0.067156, -0.003766, -0.061784, 0.089352, 0.028355, -0.00879, 0.061198, 0.006744, 0.050177, 0.011395, 0.042708, -0.034042, -0.04583, -0.013121, -0.020571, 0.074079, -0.014215, -0.047312, -0.168967, 0.062681, 0.015663, 0.026719, -0.071323, -0.017149, -0.105028, 0.000471, -0.024912, 0.09293, -0.087793, -0.084756, -0.012228, 0.116406, 0.00339, 0.072545, 0.030144, -0.003182, -0.055086, 0.023487, -0.010134, 0.145201, -0.014147, -0.00151, 0.075199, 0.129127, -0.075931, 0.057038, 0.068258, 0.01459, 0.046602, 0.067729, -0.003225, -0.019471, -0.063746, -0.033414, 0.043981, 0.063748, 0.034119, -0.033548, 0.131139, 0.053772, -0.00967, 0.007339, 0.003341, 0.020972, 0.012799, 0.001964, 0.072414, 0.05808, 0.071241, 0.020583, 0.060919, -0.05798, 0.048213, -0.141566, 0.084805, -0.1114, -0.005049, -0.007495, -0.023518, 0.076172, 0.077811, -0.027698, 0.020637, -0.059284, 0.164376, -0.02503, -0.086016, 0.025872, 0.035865, -0.041994, 0.107278, -0.011766, 0.011676, -0.090952, -0.035738, 0.012887, -0.025179, 0.035909, -0.064422, 0.022869, 0.092228, -0.018403, 0.085392, 0.056086, 0.032987, 0.074704, -0.08045, 0.050672, 0.076234, 0.086147, 0.143413, -0.135053, 0.003501, 0.07732, 0.084143, -0.106777, 0.074908, -0.026953, 0.113855, -0.031444, -0.055963, 0.088925, 0.060736, 0.025527, -0.088857, 0.057506, 0.022341, -0.058162, 0.118284, -0.051029, -0.046548, 0.042591, -0.036072, 0.105457, 0.097518, -0.080327, -0.034161, 0.079725]
        },
        {
          "name": "noaa_find_stations",
          "description": "Search for weather observation stations by location, bounding box, dataset, and data type. Returns station IDs, names, coordinates, elevation, and data coverage dates. Filter by locationId (e.g., \"FIPS:37\" for all NC stations), extent (lat/lon bounding box), datasetId, datatypeId, and date range. Station IDs returned here are used as stationId in noaa_fetch_data. A station must have data for the dataset and date range you want — filter by datasetId and startDate/endDate to ensure compatibility. Common station ID formats: GHCND:USC00450974, COOP:010008.",
          "embedding": [-0.025375, 0.017788, 0.046934, 0.042184, 0.067832, 0.026677, -0.007954, 0.078927, -0.092945, 0.004021, -0.020106, -0.046185, -0.071194, -0.033641, -0.034019, -0.014862, -0.065418, -0.041126, -0.065997, 0.002982, 0.014683, 0.026139, -0.029485, 0.027138, -0.033828, -0.116707, 0.008908, -0.004406, -0.048276, 0.057125, -0.057384, 0.067355, 0.007508, 0.004297, -0.04696, 0.093604, -0.002972, 0.125954, -0.013928, -0.041913, -0.074605, -0.114012, -0.065084, 0.07168, 0.009894, 0.004645, -0.076265, 0.071371, 0.031643, 0.018279, -0.030354, 0.004012, -0.072967, 0.109002, 0.027604, 0.055513, 0.009497, -0.04305, 0.044555, 0.069646, 0.02277, -0.024339, 0.020639, 0.002208, 0.054889, -0.093055, -0.0502, -0.09295, 0.029498, 0.082716, 0.046469, 0.06708, 0.075255, 0.09438, 0.00107, -0.031599, -0.072111, 0.058918, 0.054611, 0.035279, -0.026102, 0.003647, 0.038368, -0.103563, -0.061847, 0.00785, 0.002141, 0.008394, -0.016332, 0.055966, 0.100529, -0.059927, 0.048101, -0.021296, 0.023968, -0.09624, -0.025869, 0.036464, 0.069026, -0.039226, -0.094333, 0.01539, 0.091286, 0.007464, -0.057255, -0.021982, -0.010357, -0.120464, -0.000077, -0.023898, -0.022165, 0.080204, 0.034976, 0.056725, -0.014362, -0.00181, 0.086081, 0.048742, -0.056541, -0.008102, -0.039372, 0.089252, -0.020247, -0.024301, 0.019559, 0.079166, 0.05479, -0.01732, 0.033396, -0.038513, -0.009135, -0.018693, 0.015248, 0.068024, -0.004505, -0.071049, -0.155413, -0.005531, 0.014175, 0.07452, -0.031297, -0.020567, -0.094891, 0.013156, -0.012076, 0.161767, -0.101444, -0.132707, -0.014935, 0.097912, 0.002623, 0.065974, 0.053105, -0.044524, -0.083074, -0.026507, -0.013675, 0.111235, -0.06058, -0.06506, 0.062218, 0.141589, -0.036989, 0.084027, 0.053704, -0.004021, 0.005444, -0.005239, 0.022211, -0.034731, -0.002635, -0.065173, 0.02061, 0.062591, 0.025916, -0.035284, 0.16328, 0.034997, 0.016303, 0.025609, -0.043777, 0.00951, 0.009164, -0.017782, 0.110198, 0.021251, -0.027971, -0.012306, 0.039086, -0.060008, 0.05727, -0.151773, 0.082678, -0.072794, 0.00505, 0.002141, 0.016918, 0.069016, 0.084491, 0.011004, 0.058763, -0.052603, 0.1545, -0.022126, -0.106479, 0.008315, 0.095605, -0.064517, 0.049613, -0.017819, -0.032508, -0.02638, 0.044327, 0.030375, 0.011782, 0.009946, -0.046572, 0.005375, 0.138282, -0.073379, 0.133577, 0.066313, 0.091275, 0.090103, -0.089458, 0.009615, 0.13714, 0.100412, 0.162338, -0.129707, 0.047793, 0.036267, 0.131145, -0.081435, 0.026229, -0.020689, 0.076181, 0.018258, -0.036163, 0.041292, 0.061812, -0.03617, -0.061839, 0.045342, 0.024655, -0.077392, 0.12086, -0.013561, -0.037343, 0.019689, -0.000429, 0.082569, 0.056905, -0.138709, -0.041521, 0.075318]
        },
        {
          "name": "noaa_get_station",
          "description": "Fetch full metadata for a single weather station by its ID (e.g., \"GHCND:USC00450974\", \"COOP:010008\"). Returns name, coordinates, elevation, and the full date range for which data is available. Use when you have a station ID from noaa_find_stations and want its complete details, or to verify a station before querying data.",
          "embedding": [-0.027898, 0.024404, 0.045105, 0.033731, 0.104944, 0.00064, 0.010915, 0.057494, -0.051827, 0.020695, -0.001918, -0.046261, -0.045918, -0.02848, -0.054753, -0.01245, -0.018508, -0.040222, -0.069515, 0.03099, 0.067765, 0.023973, 0.017605, -0.00141, -0.076672, -0.111655, 0.029449, 0.036375, -0.095688, 0.061459, -0.099075, 0.001159, 0.019868, -0.008066, 0.0045, 0.088149, 0.016725, 0.101352, -0.028207, -0.097464, -0.068371, -0.087243, -0.062828, 0.039054, -0.010953, 0.042591, -0.146087, 0.076933, 0.032321, 0.068983, -0.050133, -0.0084, -0.066592, 0.119833, 0.059921, 0.067276, 0.030656, -0.026801, 0.000114, 0.063605, -0.013584, -0.030031, 0.049587, -0.039449, 0.029561, -0.092059, -0.028645, -0.085554, 0.041119, 0.073142, 0.042272, 0.029179, 0.005511, 0.112745, 0.013564, -0.045671, -0.052615, 0.087657, 0.072429, 0.018208, -0.048181, -0.007807, 0.019175, -0.113595, -0.075812, 0.011879, -0.000206, -0.032636, -0.071415, 0.035548, 0.080662, -0.088033, 0.032795, -0.02924, 0.03001, -0.085435, -0.027583, 0.060492, 0.040817, -0.017476, -0.091003, -0.045046, 0.039356, -0.021025, -0.043061, 0.002284, -0.02346, -0.152037, -0.017388, -0.007885, 0.009715, 0.079334, 0.00874, 0.040698, 0.011024, 0.02701, 0.089345, 0.04902, -0.00651, -0.011892, -0.017225, 0.046019, 0.012627, -0.007808, 0.037791, 0.060377, 0.076939, -0.035266, 0.035947, 0.028037, -0.067365, 0.01313, 0.030644, 0.089749, -0.002228, -0.03058, -0.143138, 0.005326, 0.014132, 0.067351, -0.061003, -0.061428, -0.121969, -0.017009, -0.006336, 0.155886, -0.075556, -0.129381, -0.009859, 0.087279, 0.002794, 0.066509, 0.031673, -0.104103, -0.045377, 0.004243, 0.029056, 0.081066, -0.087741, -0.06526, 0.049646, 0.109862, -0.041705, 0.081712, 0.055464, 0.002209, -0.013401, 0.039307, 0.048553, -0.098579, 0.002938, -0.092642, 0.04197, 0.031485, 0.025653, 0.00952, 0.154055, 0.026561, 0.037548, 0.060012, -0.010544, -0.002293, 0.00854, -0.001886, 0.12467, 0.008206, -0.043581, -0.004159, 0.067326, -0.074648, 0.023451, -0.14522, 0.07504, -0.093165, 0.016036, -0.028442, -0.037546, 0.083868, 0.06251, 0.044523, 0.063471, -0.056648, 0.131527, -0.011962, -0.138341, 0.00377, 0.118621, -0.051413, 0.059226, 0.007002, -0.031212, 0.003435, 0.030211, -0.004331, -0.079805, 0.012762, -0.090054, -0.009912, 0.082025, -0.022409, 0.115873, 0.053363, 0.066551, 0.085102, -0.050962, 0.03142, 0.11308, 0.119935, 0.130807, -0.129616, -0.013227, 0.024196, 0.079718, -0.057836, 0.053682, -0.042877, 0.05492, 0.025653, -0.028046, 0.014878, 0.04016, -0.033926, -0.057664, 0.081528, 0.021129, -0.1047, 0.116981, -0.008125, -0.067513, 0.063664, 0.008868, 0.045596, 0.074357, -0.14518, -0.083326, 0.019061]
        },
        {
          "name": "noaa_fetch_data",
          "description": "Fetch historical observation records from a NOAA CDO dataset for a given date range. Requires datasetId (e.g., GHCND for daily, GSOM for monthly), startDate, and endDate. Optionally scope to specific stations, locations, and data types. Date range limits per request: sub-daily and daily datasets (GHCND, PRECIP_15, PRECIP_HLY, NORMAL_DLY, NORMAL_HLY) are limited to 1 year; monthly and annual datasets (GSOM, GSOY, NORMAL_MLY, NORMAL_ANN) are limited to 10 years. For climate normals (NORMAL_*), use startDate=2010-01-01 and endDate=2010-12-31 — that is the API proxy year regardless of which 30-year period is being described. Returns flat tuples of { date, datatype, station, value, attributes }. Strongly recommended: pass units=metric or units=standard — without it, GHCND values are raw tenths-of-unit integers (TMAX=256 = 25.6°C, PRCP=12 = 1.2mm). GSOM/GSOY are already scaled.",
          "embedding": [-0.048605, 0.068636, 0.035181, -0.004666, 0.057025, 0.003472, 0.008909, 0.113664, -0.027055, 0.02187, 0.022237, -0.004712, -0.073326, -0.001532, 0.006224, -0.111717, -0.06321, -0.030485, -0.072344, -0.002333, 0.026618, 0.008057, -0.028514, 0.044866, -0.053117, -0.107073, -0.003459, 0.067588, -0.106907, 0.055966, -0.092538, 0.063579, -0.028906, 0.008416, 0.044621, 0.095726, -0.019673, 0.051529, -0.008706, -0.056095, -0.004779, -0.069831, -0.062571, 0.047665, -0.003283, -0.001866, -0.111018, 0.069877, -0.001125, 0.076939, -0.126672, 0.016219, -0.016401, 0.054974, 0.017622, 0.100605, 0.016272, -0.01847, -0.021499, 0.043928, 0.079566, -0.094425, -0.000861, -0.062867, -0.007369, -0.071948, -0.079158, -0.045841, 0.022725, 0.026925, 0.044256, 0.004779, 0.067209, 0.118957, -0.035859, -0.092957, -0.06968, 0.045753, 0.051715, 0.009242, -0.044949, -0.019572, 0.039143, -0.169946, -0.108262, 0.040719, 0.044385, -0.006102, -0.064951, 0.067393, 0.083815, -0.015716, 0.053163, -0.00662, -0.001391, -0.074998, -0.110276, 0.027843, 0.093342, -0.027992, -0.07135, 0.044091, 0.041839, -0.000153, -0.070417, 0.023435, -0.048427, -0.128253, -0.048557, -0.02464, 0.004355, 0.118871, 0.018945, 0.022893, -0.054117, -0.010657, 0.089591, 0.082096, -0.062277, -0.027325, -0.017219, 0.048462, 0.034705, 0.002855, 0.0436, 0.019099, 0.13714, 0.013185, 0.070229, -0.075014, -0.018005, -0.042361, -0.002197, 0.027085, -0.015821, -0.023752, -0.082136, 0.017895, 0.053041, 0.041855, -0.052337, -0.006568, -0.079175, -0.012375, 0.022482, 0.086857, -0.029483, -0.065667, -0.031077, 0.082489, -0.017099, 0.078405, 0.021105, -0.019607, -0.057624, -0.026783, -0.032089, 0.081703, -0.053529, -0.029473, 0.060068, 0.157191, -0.023506, 0.025009, 0.128138, 0.026462, -0.007064, 0.022781, -0.003605, -0.026328, -0.044116, -0.057176, 0.023337, 0.037077, 0.048398, 0.04879, 0.153135, 0.047875, 0.048744, -0.021446, -0.029435, 0.015299, 0.039854, -0.011652, 0.126384, 0.011168, -0.023878, -0.006672, 0.040747, -0.016739, 0.038058, -0.117565, 0.151902, -0.104277, 0.00946, -0.030808, 0.036767, 0.050037, 0.080358, 0.050456, 0.071574, -0.005722, 0.136666, -0.063167, -0.091778, 0.039135, 0.100105, 0.004268, 0.078119, -0.01509, 0.000855, -0.040908, 0.011628, 0.008699, -0.044535, 0.004851, -0.062345, 0.002753, 0.104845, -0.076526, 0.139663, 0.033556, 0.059396, 0.116483, -0.066317, 0.006788, 0.114186, 0.084962, 0.186335, -0.132547, 0.053282, 0.015699, 0.078743, -0.022611, 0.05026, -0.036468, 0.01637, -0.010016, -0.059862, -0.006975, 0.087931, -0.013422, -0.069104, 0.050769, -0.017998, -0.09857, 0.151249, 0.008363, -0.037697, 0.000232, -0.009313, 0.079955, 0.055372, -0.091241, -0.083843, 0.069474]
        }
      ],
      "embedding": [-0.010303, 0.045361, 0.063429, -0.036478, 0.064888, -0.030242, -0.004478, 0.094011, -0.061489, -0.018266, -0.016575, -0.005068, -0.07119, -0.018042, -0.040056, -0.100368, -0.0998, -0.058454, -0.052043, -0.045807, 0.021749, -0.007623, -0.007599, 0.048058, -0.071822, -0.139272, 0.028609, 0.056432, -0.137704, 0.039433, -0.073239, 0.074834, 0.003113, 0.013492, 0.025675, 0.102425, -0.024499, 0.097734, -0.045167, -0.066995, -0.027766, -0.095745, -0.020953, 0.044439, -0.024305, 0.022324, -0.127055, 0.066682, -0.007245, 0.0672, -0.099629, 0.037092, -0.03769, 0.091136, -0.013212, 0.118393, 0.002778, -0.010361, 0.01626, 0.048574, 0.061659, -0.07628, 0.022498, -0.060905, 0.026809, -0.084571, -0.064553, -0.065471, -0.035097, 0.035522, 0.026582, 0.024102, 0.059954, 0.120189, -0.001513, -0.063739, -0.048399, 0.095575, -0.014071, 0.015145, 0.01704, -0.018383, 0.012726, -0.061295, -0.045398, 0.055165, 0.096804, -0.002854, -0.091213, 0.081735, 0.057651, -0.054496, 0.023689, 0.007436, 0.020815, -0.057224, -0.077965, 0.001125, 0.048049, -0.042595, -0.059183, -0.020437, 0.062449, 0.021944, -0.029305, 0.05218, -0.004303, -0.091235, -0.042404, 0.022292, 0.039558, 0.075431, 0.002703, 0.016943, -0.047497, 0.025763, 0.091045, 0.073686, -0.0622, 0.027037, -0.048806, 0.03769, 0.034931, 0.007949, 0.047371, 0.016404, 0.110095, -0.038448, 0.086267, -0.068171, -0.03145, -0.017264, -0.012488, 0.002779, -0.004093, -0.022605, -0.095099, -0.008596, -0.021765, 0.095773, -0.109433, 0.026011, -0.080643, 0.014576, 0.021297, 0.105788, -0.088072, -0.078464, -0.021462, 0.068499, -0.042149, 0.006311, 0.050864, -0.052256, -0.078675, 0.039615, 0.012963, 0.051963, -0.068195, -0.043279, 0.05679, 0.103432, -0.047154, 0.045334, 0.110768, -0.002952, -0.005803, 0.074265, 0.014704, -0.029012, 0.023251, -0.062135, 0.067878, 0.012616, 0.039302, 0.063028, 0.155952, 0.069807, 0.028705, -0.006076, -0.056845, 0.004928, 0.003906, -0.025102, 0.094782, 0.044322, -0.006797, 0.024061, 0.14662, -0.061042, 0.012137, -0.155872, 0.134923, -0.077599, 0.051339, -0.006817, -0.008831, 0.035594, 0.079157, 0.079875, 0.038574, -0.040433, 0.107865, -0.030251, -0.083476, 0.000745, 0.118886, 0.014523, 0.082846, -0.017574, 0.015655, -0.020753, 0.012158, 0.029129, -0.0376, -0.004275, -0.136144, -0.003546, 0.082897, -0.043975, 0.143595, 0.027668, 0.040385, 0.093463, -0.059942, 0.010349, 0.119372, 0.095546, 0.181005, -0.14186, 0.040924, 0.014039, 0.080866, -0.006383, 0.063014, -0.002487, 0.021794, 0.017473, -0.062108, 0.012761, 0.104711, -0.039697, -0.059617, 0.0542, 0.017429, -0.11479, 0.130852, -0.00098, 0.00494, 0.035806, -0.004675, 0.039724, 0.050598, -0.114745, -0.068285, 0.066674]
    },
    {
      "name": "nws-weather-mcp-server",
      "displayName": "NWS Weather",
      "description": "Get US weather forecasts, active alerts, and current observations via the National Weather Service API. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://nws.caseyjhand.com/mcp",
      "npm": "@cyanheads/nws-weather-mcp-server",
      "github": "https://github.com/cyanheads/nws-weather-mcp-server",
      "version": "0.6.0",
      "auth": "none",
      "keywords": [
        "weather",
        "weather forecast",
        "rain",
        "snow",
        "storms",
        "temperature",
        "severe weather",
        "weather alerts",
        "warnings",
        "meteorology",
        "precipitation",
        "hurricanes",
        "forecast",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "nws",
        "national-weather-service",
        "alerts",
        "observations",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "nws_get_forecast",
          "description": "Get the weather forecast for a US location. Returns either named 12-hour periods (default) or hourly breakdowns. Internally resolves coordinates to the NWS grid.",
          "embedding": [-0.011919, 0.014847, 0.198658, 0.00334, 0.135887, 0.020199, 0.048766, 0.055613, -0.081081, -0.056986, -0.085121, -0.039794, -0.042816, -0.044121, -0.10667, -0.005649, -0.007132, -0.062635, -0.034798, -0.116771, -0.021815, -0.041608, 0.026932, 0.041369, -0.03806, -0.079128, -0.035644, 0.02112, -0.077255, 0.013857, -0.084861, 0.062839, -0.09606, -0.010953, 0.035802, 0.082988, -0.012288, 0.053624, 0.01031, -0.100552, -0.080739, -0.074806, -0.042541, 0.046183, 0.008371, 0.007826, -0.136652, 0.103499, -0.030245, -0.008044, -0.096752, 0.020323, -0.018526, 0.104014, -0.010991, 0.030075, 0.069655, -0.037229, -0.002184, -0.029415, 0.079128, -0.060158, -0.018218, -0.035571, 0.027719, -0.091293, -0.035397, -0.054898, 0.013166, 0.025771, -0.01688, 0.03319, 0.046022, 0.103443, -0.004049, -0.069617, -0.008309, 0.075275, -0.051728, 0.025213, -0.019894, 0.001547, -0.044633, -0.099853, -0.050725, 0.040114, 0.035806, -0.038464, -0.038217, 0.103733, 0.094059, -0.042533, -0.021721, 0.019382, 0.018946, -0.066515, -0.021844, -0.019666, 0.028988, -0.058143, -0.062218, -0.040052, 0.04755, 0.038361, -0.041594, 0.02669, 0.006245, -0.145508, -0.021789, 0.015096, 0.009824, 0.061762, 0.023243, -0.029879, -0.004643, 0.058227, 0.064657, 0.08872, -0.049779, -0.036183, -0.005815, 0.0094, 0.051281, 0.106818, 0.063653, 0.033868, 0.045147, -0.054171, 0.089652, -0.083945, 0.001192, -0.028738, 0.012863, 0.028193, -0.028966, -0.034438, -0.089072, -0.031881, 0.048035, 0.12388, -0.097436, 0.075416, -0.084593, 0.009688, 0.059971, 0.001012, -0.091102, -0.089022, 0.005547, 0.119552, 0.00079, 0.065011, -0.008113, -0.041747, -0.014071, -0.051504, 0.148701, 0.009037, -0.084974, -0.009647, 0.054299, 0.162534, -0.041653, -0.029436, 0.033629, 0.033274, 0.031002, 0.060291, 0.106434, -0.04951, 0.073314, -0.086408, 0.074262, 0.08881, 0.086834, -0.022813, 0.16728, -0.0482, 0.080399, -0.01153, 0.016598, -0.024436, 0.002406, -0.001552, 0.048617, -0.027189, 0.003265, 0.019608, -0.018545, -0.015404, -0.008507, -0.127019, 0.049922, -0.048338, 0.052125, -0.028443, -0.027067, 0.09948, 0.030939, 0.119351, 0.108129, -0.02646, 0.112387, 0.019962, -0.128086, -0.024224, 0.078955, -0.018168, 0.007155, 0.027312, -0.041723, -0.111566, -0.015945, -0.051054, -0.044004, 0.008789, -0.079092, -0.00194, 0.056272, 0.024676, 0.107745, 0.065941, 0.083596, -0.01961, -0.077646, 0.028493, 0.104061, 0.056335, 0.084264, -0.14472, -0.037875, 0.073531, 0.022301, -0.018518, 0.00196, 0.06612, -0.016309, 0.040047, 0.000365, -0.031666, 0.079725, 0.000006, 0.004472, 0.100317, -0.038709, -0.100696, 0.097104, -0.002179, -0.046792, 0.043679, -0.031973, 0.036716, 0.092079, -0.091525, -0.037441, 0.091305]
        },
        {
          "name": "nws_search_alerts",
          "description": "Search active weather alerts (watches, warnings, advisories) across the US. Filter by state, coordinates, zone, event type, severity, urgency, or certainty. area, point, and zone are mutually exclusive. Omit all filters for a national search.",
          "embedding": [0.006197, 0.024664, 0.186087, -0.007824, 0.108929, 0.021462, 0.045701, 0.075036, -0.078963, -0.106667, -0.104035, 0.012691, -0.055566, -0.019455, -0.044784, 0.001484, 0.038563, -0.00174, -0.006901, -0.071692, -0.015905, -0.020478, 0.001801, -0.024696, -0.005949, -0.049357, 0.012417, -0.014502, -0.121187, 0.040198, -0.051559, 0.134156, -0.033784, -0.006572, -0.037173, 0.130227, -0.029085, 0.074397, 0.00161, -0.072569, -0.129495, -0.149533, -0.082312, 0.017703, -0.020875, 0.006431, -0.170911, 0.069987, -0.020731, 0.000977, -0.052483, 0.071188, 0.011688, 0.112135, -0.023605, -0.024828, 0.033067, -0.094917, -0.020459, -0.020381, 0.063899, -0.008348, -0.004744, -0.023404, 0.081485, -0.060187, -0.065212, -0.029433, -0.009172, 0.01872, 0.066316, 0.058013, 0.045202, 0.069524, 0.017388, -0.038913, -0.05688, 0.005721, -0.059641, 0.028191, 0.061425, 0.005247, -0.005771, -0.039836, -0.027053, -0.007082, 0.055924, -0.017487, -0.013444, 0.132266, 0.127082, -0.036494, 0.06686, -0.007248, 0.049085, -0.077915, -0.045535, -0.064712, -0.006814, -0.039757, -0.102379, -0.032861, 0.130942, 0.065503, -0.034124, -0.001722, 0.034777, -0.064504, 0.02099, 0.031102, 0.027283, 0.053752, -0.012071, -0.096321, 0.052894, 0.089382, 0.044341, 0.0703, 0.003216, -0.0043, 0.008909, 0.074988, 0.069084, 0.040887, 0.079551, 0.061901, 0.010831, -0.031042, 0.055568, -0.101678, -0.035914, 0.01323, -0.044651, 0.018666, 0.016268, -0.04855, -0.109576, -0.063715, 0.019325, 0.129685, -0.089334, -0.005536, -0.067056, -0.007108, 0.061518, 0.005941, -0.124353, -0.05213, -0.031413, 0.07648, 0.015702, 0.060448, 0.002209, 0.043962, -0.063441, -0.024927, 0.107443, 0.01738, -0.052193, -0.023398, 0.032654, 0.163149, -0.008997, -0.038099, 0.051653, 0.001198, 0.043529, 0.077743, 0.07115, 0.042599, 0.03574, -0.077933, 0.095655, 0.044871, 0.034596, -0.038452, 0.156179, 0.016548, 0.027928, -0.029627, -0.008515, -0.061698, -0.009284, -0.007547, 0.0228, 0.000376, 0.062026, 0.018586, 0.058055, -0.0282, -0.0424, -0.114577, 0.010413, 0.000226, -0.001616, -0.041126, -0.015279, 0.090115, 0.127985, 0.063521, 0.111557, -0.033022, 0.09541, -0.023571, -0.150577, 0.022913, 0.017778, -0.04777, 0.024548, 0.008928, 0.018158, -0.158996, -0.025955, -0.00889, 0.01887, 0.001413, -0.073245, 0.041539, 0.05629, -0.001583, 0.131211, 0.040829, 0.012359, 0.02145, -0.056168, 0.000855, 0.0853, 0.021974, 0.072313, -0.114145, 0.003334, 0.120043, 0.05248, -0.029873, 0.071832, 0.076261, -0.016429, 0.042301, 0.015929, 0.022447, 0.079919, -0.001572, 0.017545, 0.085716, -0.031087, -0.121332, 0.123637, 0.002234, -0.034807, 0.034703, -0.069448, 0.022187, 0.082043, -0.110198, -0.023438, 0.015495]
        },
        {
          "name": "nws_get_observations",
          "description": "Get current weather observations (actual measured conditions). Accepts coordinates (resolves nearest station automatically) or a station ID directly (e.g., \"KSEA\").",
          "embedding": [0.006972, 0.022857, 0.176417, -0.008876, 0.144048, 0.020902, 0.06009, 0.055199, -0.08226, -0.063428, -0.080732, -0.037131, -0.019775, -0.055212, -0.055011, 0.015122, 0.01782, -0.056683, -0.03273, -0.069815, -0.006429, -0.039801, 0.00273, 0.003734, -0.062601, -0.077773, 0.010179, 0.013276, -0.114103, 0.019044, -0.075639, 0.079044, -0.015307, -0.02218, 0.037414, 0.101289, 0.004762, 0.074288, -0.040749, -0.094234, -0.091013, -0.101328, -0.049946, 0.04957, 0.006947, -0.010385, -0.138012, 0.108683, 0.002691, 0.040696, -0.072929, 0.029692, -0.054655, 0.11592, 0.02165, 0.031527, 0.052165, -0.079116, 0.048909, 0.012839, 0.103944, -0.062401, -0.026303, -0.034996, 0.041089, -0.065182, -0.034614, -0.021062, 0.003912, 0.044538, 0.038705, 0.031573, 0.021777, 0.12353, 0.033575, -0.093191, -0.054893, 0.082869, -0.030225, 0.050551, 0.019344, -0.062959, -0.04543, -0.046776, -0.043804, 0.012834, 0.047218, -0.043754, -0.054342, 0.113187, 0.108984, -0.025345, -0.01266, 0.048186, 0.066718, -0.04355, -0.053909, 0.025705, 0.008134, -0.115257, -0.104428, -0.005601, 0.094276, 0.021146, -0.057726, -0.023565, -0.001038, -0.110677, 0.002047, -0.00444, 0.003145, 0.078203, -0.002614, -0.049045, -0.010532, 0.053377, 0.025831, 0.121063, -0.024972, -0.025414, -0.019308, 0.033116, 0.032828, 0.073713, 0.044306, 0.052465, 0.049059, -0.043981, 0.114243, -0.053009, -0.037779, 0.013547, 0.020058, 0.051692, 0.009548, -0.003628, -0.09963, -0.085539, -0.040897, 0.142935, -0.07178, -0.002348, -0.121308, 0.021277, 0.024294, 0.03295, -0.106216, -0.095358, 0.045068, 0.102834, -0.007429, 0.042082, 0.018367, -0.020971, -0.077995, -0.018695, 0.102948, 0.055492, -0.078928, -0.001681, 0.035808, 0.150795, -0.054383, -0.010948, 0.029021, 0.021651, -0.012736, 0.083888, 0.14451, -0.023729, 0.056821, -0.107799, 0.043172, 0.023263, 0.087436, -0.0522, 0.154219, -0.031868, 0.043654, 0.008333, 0.026923, -0.019383, -0.048129, -0.009286, 0.03474, -0.015162, -0.011758, 0.000613, 0.007954, -0.08942, -0.052846, -0.091245, 0.040027, -0.035834, 0.031268, -0.005968, -0.025202, 0.069155, 0.063449, 0.08094, 0.121743, -0.029491, 0.085744, -0.032401, -0.074503, -0.018992, 0.069523, -0.012763, 0.028025, 0.038496, -0.04993, -0.099822, -0.004528, -0.016691, -0.048767, -0.038294, -0.110956, -0.016931, 0.046709, -0.021726, 0.116238, 0.022068, 0.086838, 0.033974, -0.036555, 0.055218, 0.13566, 0.079376, 0.079322, -0.130648, -0.035342, 0.052406, 0.058166, -0.016161, 0.007203, 0.06094, -0.024385, 0.043848, 0.007903, -0.011983, 0.049992, 0.055311, -0.025607, 0.085452, 0.010155, -0.117972, 0.094294, 0.018919, -0.040112, -0.016374, -0.065016, 0.073813, 0.074591, -0.134185, -0.013362, -0.001793]
        },
        {
          "name": "nws_find_stations",
          "description": "Find weather observation stations near a location. Returns stations sorted by proximity with distance and bearing. Use to discover station IDs for nws_get_observations.",
          "embedding": [0.020128, 0.041571, 0.17286, -0.019344, 0.124334, 0.045703, 0.075769, 0.065487, -0.109809, -0.056039, -0.113523, -0.031675, -0.013607, -0.058603, -0.052196, 0.026274, -0.016877, -0.03826, 0.000126, -0.087167, 0.032484, 0.021145, -0.012918, 0.017273, -0.040763, -0.033171, 0.007647, 0.019852, -0.087158, 0.011146, -0.067931, 0.081883, 0.036026, -0.038478, -0.017666, 0.053723, 0.00525, 0.094402, 0.023182, -0.09551, -0.118817, -0.124414, -0.054587, 0.040795, -0.013828, -0.033069, -0.149306, 0.120223, 0.00422, -0.010712, -0.0773, 0.034839, -0.082729, 0.118782, 0.01898, 0.005881, 0.082211, -0.074124, 0.054541, 0.026554, 0.094657, -0.014995, -0.022737, 0.017019, 0.052963, -0.046689, -0.024353, -0.023158, -0.01049, 0.047742, 0.064912, 0.028147, -0.004292, 0.099713, 0.010173, -0.069509, -0.059098, 0.053579, -0.026582, 0.07111, 0.004936, -0.024388, -0.03112, -0.046522, 0.002895, 0.003806, 0.053158, -0.029028, -0.049536, 0.094499, 0.12901, -0.03894, 0.007444, 0.044492, 0.067647, -0.04293, -0.01545, 0.030221, -0.010481, -0.054561, -0.119206, -0.060226, 0.092068, 0.041881, -0.046298, -0.037796, 0.048279, -0.107251, -0.000886, 0.004505, -0.029017, 0.088973, 0.002815, -0.012908, -0.002602, 0.054193, 0.072564, 0.071525, -0.041446, -0.052285, -0.027248, 0.073023, 0.019399, 0.045337, 0.024477, 0.062736, 0.020936, -0.030807, 0.038819, -0.025332, -0.071336, 0.004536, 0.01338, 0.046502, 0.01523, -0.015065, -0.111692, -0.040206, -0.020279, 0.114588, -0.05412, 0.016853, -0.04581, 0.040581, 0.053271, 0.031006, -0.152546, -0.104306, 0.003004, 0.121284, -0.008637, 0.030428, -0.02737, -0.030193, -0.107094, -0.044264, 0.103807, 0.082432, -0.095037, 0.011878, 0.003868, 0.13197, -0.068577, -0.000479, 0.036223, 0.010539, 0.030912, 0.07993, 0.097162, -0.0001, 0.061426, -0.094194, 0.037471, 0.050555, 0.052186, -0.045332, 0.16808, -0.058297, -0.002782, -0.001219, 0.01294, -0.057448, -0.026809, -0.01938, 0.061093, 0.003201, 0.01237, 0.060214, -0.027019, -0.08076, -0.032459, -0.149249, 0.007031, -0.037989, -0.002992, -0.00239, -0.050005, 0.073551, 0.034378, 0.059915, 0.085174, -0.057822, 0.108245, 0.002126, -0.101595, -0.012051, 0.048906, -0.052174, 0.009092, 0.035535, -0.041515, -0.129313, -0.010868, -0.021546, -0.014575, 0.000383, -0.079085, -0.005765, 0.054655, 0.005028, 0.109521, 0.053234, 0.090413, 0.07741, -0.061633, 0.046223, 0.12067, 0.016051, 0.111953, -0.133488, -0.046689, 0.091012, 0.097879, -0.01027, 0.036605, 0.089822, 0.02169, 0.079842, 0.041748, 0.006783, 0.021802, 0.018361, -0.040721, 0.119801, 0.030477, -0.101149, 0.111909, 0.005741, -0.032264, 0.001994, -0.050966, 0.06575, 0.062879, -0.10579, -0.026355, 0.035277]
        },
        {
          "name": "nws_list_alert_types",
          "description": "List all valid NWS alert event type names. Use to discover valid values for the event filter in nws_search_alerts, or to browse alert categories. No parameters required.",
          "embedding": [-0.017701, 0.052952, 0.162653, -0.003544, 0.103378, 0.026715, 0.0576, 0.084521, -0.083227, -0.056252, -0.087729, -0.001111, -0.056417, -0.013851, -0.066328, -0.00131, 0.006383, -0.005023, -0.041988, -0.062979, 0.020762, -0.061506, 0.02943, -0.055229, 0.019613, -0.04592, -0.026071, 0.000303, -0.118471, -0.030255, -0.064003, 0.11389, -0.02804, -0.00592, -0.003021, 0.113301, -0.0124, 0.06597, -0.005588, -0.054888, -0.11653, -0.145867, -0.053645, 0.029535, -0.02067, -0.025097, -0.142473, 0.02299, -0.035098, 0.057325, -0.034511, 0.077737, -0.04243, 0.086159, 0.00323, -0.024174, 0.045652, -0.051893, 0.00475, -0.005376, 0.063598, -0.038103, -0.074463, -0.053231, 0.122541, -0.036241, -0.074415, 0.015995, -0.002378, 0.049715, 0.00133, 0.064683, 0.054557, 0.116405, 0.055939, -0.085841, -0.027844, 0.048061, -0.036772, 0.044336, 0.062638, -0.003829, -0.015537, -0.009805, -0.059394, 0.001046, 0.08467, -0.043961, -0.057351, 0.110062, 0.120411, -0.020226, 0.035494, 0.008675, 0.05302, -0.026917, -0.079234, -0.046454, 0.009647, -0.061964, -0.134769, -0.046222, 0.080455, 0.031285, -0.080022, 0.022253, -0.022875, -0.093126, -0.029071, 0.004105, 0.030385, 0.028495, -0.037466, -0.022499, 0.011839, 0.013577, 0.056615, 0.091379, 0.020354, 0.01549, -0.006358, 0.025297, 0.02755, 0.030984, 0.060092, 0.095021, 0.05137, 0.009082, 0.033501, -0.061606, -0.059989, 0.052296, -0.018007, 0.005179, -0.006843, -0.072579, -0.107498, -0.085894, 0.030108, 0.147846, -0.098259, -0.003726, -0.082121, 0.009958, 0.021776, 0.015349, -0.052747, -0.108083, -0.038772, 0.116452, 0.016174, 0.073593, 0.035222, 0.009405, -0.007153, -0.030929, 0.138401, 0.031775, -0.094718, -0.062174, 0.060432, 0.112988, -0.017334, 0.00762, 0.036323, 0.017292, 0.035516, 0.078491, 0.103669, 0.029455, 0.058599, -0.049853, 0.053931, 0.061588, 0.071514, -0.099717, 0.17126, -0.013958, 0.03837, -0.035905, 0.016084, -0.107171, -0.060789, -0.032421, 0.038743, 0.023506, 0.022019, 0.033979, 0.05409, -0.021454, -0.065907, -0.103232, 0.023912, 0.029495, 0.041883, -0.013775, 0.003225, 0.105583, 0.101542, 0.075379, 0.098279, -0.057321, 0.042077, -0.052534, -0.1339, 0.024416, 0.019967, -0.007338, 0.000115, -0.01424, 0.042567, -0.09186, -0.004537, -0.039093, 0.064427, -0.029349, -0.091484, 0.025422, 0.08864, 0.009173, 0.117671, 0.019818, 0.01231, 0.031354, -0.045738, -0.01101, 0.105374, 0.030207, 0.154836, -0.110382, 0.033182, 0.092463, 0.055746, -0.020511, 0.039129, 0.037169, 0.009753, 0.049111, 0.000571, 0.021765, 0.061831, 0.019425, -0.004542, 0.117443, -0.056561, -0.11069, 0.108119, 0.011004, 0.021209, 0.006054, -0.05113, 0.058767, 0.105665, -0.113414, -0.046207, 0.020879]
        },
        {
          "name": "nws_get_office_discussion",
          "description": "Get the latest narrative forecast product from a Weather Forecast Office (WFO). The default product is AFD (Area Forecast Discussion), which explains the meteorological reasoning behind the forecast — synoptic setup, model guidance, and forecaster confidence. Other types: HWO (Hazardous Weather Outlook, 1-7 day severe/flood/winter outlook), ZFP (Zone Forecast Product, zone-by-zone text), SPS (Special Weather Statement, short-fuse advisory). The office code is the 3-letter WFO identifier returned as the \"office\" field by nws_get_forecast. Fetches the two-hop products API: list endpoint first (newest product), then the full product detail.",
          "embedding": [-0.006693, 0.086627, 0.052153, -0.021606, 0.110385, 0.049001, -0.009569, 0.081337, 0.004359, -0.083292, -0.077853, -0.026362, 0.019363, -0.029485, -0.096046, -0.026798, -0.011437, 0.018183, -0.085609, -0.006529, 0.035605, -0.055161, 0.012912, 0.042198, -0.028049, -0.125251, -0.014342, -0.019369, -0.10725, -0.030078, -0.025877, 0.055255, 0.021912, 0.000997, 0.031617, 0.141668, -0.042971, 0.037758, -0.09289, -0.03527, -0.036598, -0.070795, -0.054312, 0.06756, 0.065199, -0.017936, -0.115968, 0.021734, -0.052527, 0.025878, -0.084612, 0.020377, -0.052845, 0.057755, 0.098356, 0.066276, -0.026046, -0.082207, -0.023637, 0.014933, 0.016599, -0.123788, -0.038408, -0.028397, 0.082412, -0.095971, -0.060372, -0.00477, 0.071124, 0.071235, -0.022014, 0.036817, 0.007882, 0.083508, 0.05771, -0.101982, -0.027824, 0.080597, -0.060403, 0.014502, -0.058567, 0.032098, -0.018587, -0.051819, -0.001783, 0.007764, 0.08473, -0.058496, 0.003706, 0.024971, 0.017369, -0.023345, 0.012711, -0.017167, 0.110236, -0.066758, 0.008158, 0.012317, 0.043403, -0.049321, -0.132292, -0.028785, -0.062684, 0.051583, 0.041449, -0.009945, -0.070574, -0.140792, 0.020794, 0.018256, -0.009576, 0.001869, 0.054283, 0.023501, -0.049093, 0.029194, 0.013055, 0.067633, -0.020476, -0.055646, 0.004128, 0.030756, 0.120774, 0.082836, 0.063611, 0.002579, -0.091017, 0.013067, -0.00816, -0.084415, -0.022307, -0.05217, -0.027339, 0.03851, -0.077798, 0.00339, -0.077367, -0.051504, 0.037343, 0.051565, -0.00274, 0.020065, -0.085076, 0.070455, -0.009901, 0.014108, 0.006559, -0.123516, 0.056955, 0.123098, 0.035039, -0.014501, -0.000741, 0.005854, 0.015112, -0.051982, 0.108767, -0.031899, -0.004346, -0.070984, 0.074728, 0.070378, -0.080615, 0.04329, 0.020642, 0.05194, 0.10456, 0.029674, 0.066626, -0.116254, 0.10495, -0.084585, 0.072268, 0.09389, 0.135991, -0.042355, 0.086164, -0.032049, 0.140627, 0.006004, -0.03938, 0.000372, -0.005553, 0.023045, 0.084446, 0.028497, 0.090041, 0.084667, -0.040431, 0.027297, -0.018275, -0.153972, 0.093032, -0.020625, 0.026008, -0.058588, 0.005487, 0.036746, 0.02483, 0.045651, 0.16395, 0.007336, 0.105064, 0.035808, -0.099334, 0.008471, 0.008788, 0.019563, -0.030736, 0.033976, 0.040389, -0.072248, -0.015677, -0.106485, 0.031962, -0.014148, -0.096029, 0.075325, 0.004269, -0.044094, 0.047292, 0.024545, -0.006509, 0.018757, -0.118359, 0.014952, 0.086417, 0.034644, 0.045855, -0.11369, -0.001649, 0.055281, 0.02915, -0.066738, 0.013584, -0.017282, -0.032309, 0.054028, -0.021263, -0.12691, 0.066946, 0.011393, -0.008684, 0.083006, 0.050152, -0.107379, 0.151781, 0.020723, -0.009252, 0.065416, -0.067777, 0.144428, 0.058745, -0.056139, -0.133313, 0.018784]
        },
        {
          "name": "nws_get_zone_forecast",
          "description": "Get the text forecast for a public NWS forecast zone. Returns named forecast periods (e.g., \"Today\", \"Tonight\", \"Monday\") with detailed narrative text — the human-readable, zone-level forecast written by local forecasters. Completes the alert-to-forecast chain: nws_search_alerts returns zone codes in \"affectedZones\", and nws_find_stations returns them in the \"forecastZone\" column; use those codes here. Zone codes follow the pattern XXZ### (e.g., \"WAZ315\" for Western Washington lowlands). County zone codes (XXC###) are not supported — use the forecast zone code.",
          "embedding": [0.001003, -0.030052, 0.127952, -0.016349, 0.105974, 0.030144, 0.047566, 0.051486, -0.073481, -0.059977, -0.09254, -0.047395, -0.072915, -0.014153, -0.100618, 0.02189, -0.007397, 0.006617, -0.015764, -0.075776, -0.010258, -0.057438, 0.044088, 0.013368, 0.030312, -0.036784, 0.040537, 0.048662, -0.089131, -0.023488, -0.024044, 0.104948, -0.026436, -0.016619, -0.042579, 0.173609, -0.034095, 0.039754, -0.011347, -0.069745, -0.072245, -0.059058, -0.037464, 0.029815, 0.025393, -0.001271, -0.149001, 0.039886, -0.043675, -0.035759, -0.139141, 0.05658, -0.003079, 0.067251, 0.010413, -0.008338, 0.027542, -0.069372, -0.022813, -0.039398, 0.053886, -0.041496, -0.037334, -0.03271, 0.099193, -0.043526, -0.131233, 0.031863, 0.032447, 0.042482, -0.037971, 0.047065, 0.04552, 0.095108, 0.008377, -0.041958, -0.039511, 0.03814, 0.02973, 0.054081, -0.03829, -0.021958, -0.039518, -0.111904, -0.013434, -0.003136, 0.047855, -0.076274, -0.039464, 0.072779, 0.073289, -0.040643, 0.034582, -0.020718, -0.001555, -0.060418, -0.035823, 0.060573, -0.06307, -0.083588, -0.123395, 0.004681, 0.125551, 0.061498, -0.075953, -0.005114, 0.017941, -0.105542, 0.001398, -0.010646, 0.005924, 0.065255, 0.045218, 0.003093, 0.020143, 0.04766, 0.02074, 0.029619, -0.024412, -0.071964, -0.021723, 0.030598, 0.107632, 0.042413, 0.062822, -0.015513, -0.050146, -0.011653, 0.067324, -0.039042, -0.052174, -0.008388, 0.014074, 0.074295, 0.022643, -0.031869, -0.107096, -0.058893, 0.053634, 0.112642, -0.076949, 0.092927, -0.064097, 0.010488, 0.060924, 0.029204, -0.028804, -0.08774, 0.02551, 0.158563, 0.006742, -0.015433, -0.03212, -0.05284, 0.014204, -0.021321, 0.16261, 0.027723, -0.054195, 0.005595, 0.012767, 0.126293, -0.062098, -0.003451, 0.042825, 0.013496, 0.060517, 0.055755, 0.17804, -0.025204, 0.067668, -0.114557, 0.114429, 0.042195, 0.063461, -0.046971, 0.161981, 0.018002, 0.065064, -0.050557, 0.002279, -0.070035, -0.039157, 0.010926, 0.032194, -0.040269, -0.032392, 0.066149, -0.04099, 0.013405, -0.0346, -0.151426, -0.002526, 0.012161, -0.00243, -0.008282, -0.008878, 0.080245, 0.01977, 0.104911, 0.108351, -0.062791, 0.092937, 0.004858, -0.112165, -0.007468, 0.035448, -0.035269, -0.026691, -0.010065, 0.002458, -0.081024, 0.000912, -0.081541, -0.005436, -0.035404, -0.08064, 0.088246, -0.016808, -0.003585, 0.071555, 0.044478, 0.068514, -0.013966, -0.098413, 0.038037, 0.045264, 0.078336, 0.082162, -0.160432, -0.065142, 0.073509, 0.0245, -0.053327, 0.02369, 0.000517, 0.031361, 0.058482, -0.017692, 0.005987, 0.060544, -0.013123, -0.018052, 0.085101, -0.030492, -0.078585, 0.097908, -0.007119, -0.059612, 0.076563, -0.048498, 0.120596, 0.047731, -0.133501, -0.047995, 0.070347]
        }
      ],
      "embedding": [0.033597, 0.058228, 0.181491, -0.037501, 0.143839, 0.022755, 0.044136, 0.085425, -0.080506, -0.088189, -0.088316, -0.006616, -0.037098, -0.035502, -0.090245, -0.03447, 0.005733, -0.071786, -0.020913, -0.080066, -0.016059, -0.076537, -0.020758, -0.015593, -0.043499, -0.059203, 0.004222, 0.01996, -0.132053, -0.010057, -0.073296, 0.078776, -0.025555, -0.003362, 0.041759, 0.110762, -0.018112, 0.066094, 0.015896, -0.054027, -0.100374, -0.092274, -0.052012, 0.046718, -0.038954, -0.016, -0.140429, 0.086786, -0.018902, 0.036033, -0.083076, 0.077796, -0.033377, 0.094135, 0.029719, 0.051235, 0.054959, -0.083969, -0.032276, -0.011293, 0.096771, -0.080788, -0.017257, -0.068873, 0.036496, -0.099803, -0.053898, -0.034411, 0.010584, 0.036693, 0.038354, 0.013633, 0.033167, 0.091627, 0.034583, -0.106762, -0.049355, 0.082907, -0.031735, 0.011427, 0.010669, 0.003559, -0.024813, -0.03785, -0.032405, 0.01396, 0.083476, -0.043165, -0.026059, 0.094103, 0.074877, -0.021875, 0.026729, 0.020959, 0.050212, -0.015995, -0.05659, -0.035866, 0.015388, -0.099535, -0.105429, -0.03635, 0.075761, 0.028724, -0.055485, 0.018095, -0.005352, -0.107984, -0.015544, -0.000575, 0.040793, 0.081656, -0.009719, -0.059493, -0.012507, 0.052189, 0.037851, 0.10254, -0.042556, -0.029304, 0.020549, 0.025368, 0.036802, 0.069775, 0.0438, 0.044475, 0.042904, -0.040428, 0.117215, -0.083754, -0.024783, 0.005516, 0.014901, 0.026579, -0.00332, -0.014346, -0.137013, -0.102486, -0.006254, 0.163952, -0.094362, 0.026316, -0.111221, 0.00602, 0.062438, 0.012685, -0.121582, -0.065896, 0.000316, 0.078895, 0.00692, 0.05087, 0.026558, 0.029985, -0.06781, 0.01785, 0.123422, 0.030379, -0.061941, 0.009102, 0.072372, 0.108329, -0.039015, -0.025961, 0.047493, 0.045712, -0.011089, 0.069442, 0.110424, 0.000983, 0.038781, -0.08181, 0.076362, 0.047563, 0.092815, -0.041681, 0.176953, -0.028692, 0.07163, -0.010527, -0.005031, -0.009674, -0.003063, -0.00188, 0.027896, 0.03479, 0.039048, 0.030174, 0.032446, -0.041364, -0.040123, -0.102451, 0.04385, -0.009669, 0.027947, -0.006902, -0.035228, 0.083476, 0.077396, 0.1162, 0.126592, -0.015337, 0.090613, -0.001038, -0.085888, -0.035278, 0.056387, 0.006751, 0.039227, 0.008069, -0.03618, -0.072169, -0.011807, -0.039392, -0.014751, -0.048049, -0.134803, 0.015831, 0.049488, 0.008303, 0.119607, 0.022138, 0.068859, 0.0236, -0.053027, 0.040163, 0.113934, 0.054326, 0.063005, -0.116702, -0.001763, 0.067239, 0.018911, -0.001331, 0.019487, 0.079925, -0.051014, 0.051638, -0.001721, -0.06315, 0.087098, 0.002899, -0.001668, 0.067944, -0.00112, -0.125005, 0.116622, 0.024062, -0.0051, 0.001267, -0.073349, 0.046762, 0.065918, -0.116001, -0.029935, 0.026886]
    },
    {
      "name": "onebusaway-mcp-server",
      "displayName": "OneBusAway",
      "description": "Query stops, routes, real-time arrivals, vehicle positions, and schedules from OneBusAway transit APIs via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://onebusaway.caseyjhand.com/mcp",
      "npm": "@cyanheads/onebusaway-mcp-server",
      "github": "https://github.com/cyanheads/onebusaway-mcp-server",
      "version": "0.1.6",
      "auth": "none",
      "keywords": [
        "public transit",
        "buses",
        "trains",
        "bus arrivals",
        "transit schedules",
        "transportation",
        "commute",
        "real-time transit",
        "bus routes",
        "light rail",
        "public transportation",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "ai",
        "bun",
        "transit",
        "onebusaway",
        "real-time",
        "puget-sound",
        "gtfs"
      ],
      "tools": [
        {
          "name": "onebusaway_list_agencies",
          "description": "List all transit agencies served by this OneBusAway instance. Returns agency IDs, names, contact info, timezone, and geographic coverage center. Agency IDs are needed for onebusaway_list_routes_for_agency and onebusaway_get_vehicles.",
          "embedding": [0.032388, -0.018225, 0.096806, 0.003306, 0.065521, 0.091592, 0.038649, 0.122577, -0.046741, -0.059418, -0.070809, -0.00554, -0.04042, -0.025517, -0.000768, -0.081831, -0.064938, -0.037773, -0.042038, -0.130762, 0.063502, 0.133639, 0.082077, 0.006138, -0.041641, -0.045513, -0.035126, 0.063769, 0.010249, 0.073953, -0.053328, 0.06537, 0.037932, -0.024998, 0.03354, -0.005936, 0.038276, -0.043381, 0.017994, -0.03757, -0.022945, -0.112843, -0.05307, 0.059402, 0.023221, -0.072225, -0.119422, 0.064749, -0.03263, -0.020996, -0.130934, -0.012856, -0.040442, 0.043238, 0.061052, 0.086211, 0.057117, -0.134788, -0.01449, -0.042418, -0.066175, 0.031338, 0.071631, 0.002004, 0.147365, -0.108229, -0.02752, -0.048242, 0.164475, 0.025068, 0.0321, -0.015782, 0.056274, -0.005105, 0.040622, -0.040025, -0.019493, 0.016836, -0.01196, 0.05859, 0.04058, -0.091603, 0.038828, -0.013358, 0.009601, -0.01535, 0.044687, -0.069517, -0.045646, 0.021548, -0.023642, -0.062272, -0.073232, -0.017269, 0.027001, -0.065314, -0.051851, 0.058856, -0.069022, -0.050122, -0.074376, -0.017317, 0.043065, 0.005215, -0.024773, -0.034131, -0.008176, -0.048351, -0.12391, -0.015338, -0.017365, -0.008063, -0.035089, 0.097041, -0.023622, 0.034942, -0.005864, 0.03125, -0.080194, 0.054619, 0.07443, 0.053606, -0.055297, -0.038417, 0.049192, 0.024126, 0.06232, -0.111603, -0.057418, -0.00598, -0.044807, 0.002255, 0.029586, 0.098009, 0.008809, -0.023111, -0.084344, 0.069833, 0.002541, -0.009592, -0.011409, 0.025966, -0.009333, -0.028047, 0.045332, -0.057951, -0.093086, -0.068617, -0.014603, 0.039283, -0.062042, 0.019179, 0.001358, -0.014268, -0.002574, -0.039737, 0.104453, 0.085912, -0.099986, -0.041197, -0.105715, 0.02864, -0.011468, 0.012433, -0.025101, 0.027397, -0.168602, 0.008444, 0.109362, -0.113965, -0.011337, -0.117914, 0.016253, 0.009441, 0.090847, -0.065469, 0.097959, 0.039574, 0.049292, 0.02287, 0.000806, -0.051153, -0.035248, 0.055438, 0.026308, -0.069016, 0.053023, 0.047751, -0.002632, 0.065247, 0.081602, -0.100977, 0.137828, -0.075156, 0.101491, 0.037098, 0.009258, -0.007821, 0.08467, 0.015874, 0.005349, -0.143091, -0.059514, -0.120543, -0.119451, 0.080474, 0.023837, -0.062633, -0.035943, 0.014942, -0.038244, -0.096805, 0.045713, -0.00445, 0.028405, -0.082712, -0.058594, 0.014119, 0.096534, -0.076484, 0.144396, 0.006929, -0.051741, 0.053593, -0.098426, 0.051736, 0.084497, 0.021548, 0.092971, 0.006132, -0.036766, 0.052264, -0.051146, -0.086396, 0.072084, 0.071718, 0.07, -0.052012, 0.089114, -0.030531, -0.018355, 0.024533, -0.073578, 0.113561, 0.022754, -0.089214, 0.03063, 0.019114, -0.08571, 0.072551, -0.04957, 0.067789, 0.00677, -0.096639, 0.017152, 0.011635]
        },
        {
          "name": "onebusaway_find_stops",
          "description": "Find bus stops near a location. Returns stops within a radius, each with ID, name, direction, served routes, and wheelchair boarding status. Use stopId values from results to fetch real-time arrivals with onebusaway_get_arrivals. Optionally filter by stop code (the number printed on the stop sign, e.g. \"75403\").",
          "embedding": [-0.01895, -0.072325, 0.121484, 0.008495, 0.098338, 0.111387, 0.051337, 0.084431, -0.06375, -0.069492, -0.086105, -0.040087, -0.057348, -0.025458, 0.02284, -0.0612, -0.037825, -0.072365, 0.011799, -0.109195, 0.069593, 0.121701, 0.073224, 0.060511, -0.017062, 0.003945, -0.044821, 0.061051, -0.004197, 0.034153, -0.100828, 0.072448, 0.053377, -0.060662, 0.026224, 0.001436, 0.050738, -0.047595, 0.066011, -0.05807, -0.047285, -0.105184, -0.01736, 0.06376, 0.041514, -0.042113, -0.158123, 0.0544, -0.040122, -0.071776, -0.138655, 0.028612, -0.077026, 0.08012, 0.02761, 0.053018, 0.055831, -0.150797, 0.007618, -0.047359, -0.064015, 0.065032, 0.047079, 0.007087, 0.112368, -0.074776, -0.015109, -0.032027, 0.150249, -0.00191, 0.037483, 0.008916, -0.00266, 0.01988, 0.007328, -0.008123, 0.000991, -0.020346, 0.02258, 0.038058, 0.020376, -0.117268, 0.060281, -0.047338, 0.042412, -0.007593, 0.014948, -0.040512, 0.005587, -0.000851, -0.008511, -0.035392, -0.019729, 0.014396, -0.000354, -0.033375, -0.048955, 0.080133, -0.088303, -0.051968, -0.052748, -0.056892, 0.083269, -0.004512, -0.035758, 0.004708, -0.009421, -0.042789, -0.076083, 0.007559, -0.060926, 0.011432, -0.013729, 0.072056, -0.018316, 0.106092, 0.017697, 0.044024, -0.105153, 0.007999, 0.024224, 0.08958, -0.037447, -0.044993, -0.009933, 0.00592, 0.056364, -0.044624, -0.024071, 0.013025, -0.057515, 0.044267, 0.048205, 0.080574, -0.0096, 0.037623, -0.079464, -0.019146, -0.034119, -0.01266, 0.034537, -0.040364, -0.02392, 0.008651, 0.051116, -0.028091, -0.108649, -0.071718, 0.035002, 0.030654, -0.068309, 0.040735, 0.01179, -0.105099, -0.048877, -0.060298, 0.044326, 0.067142, -0.117527, -0.035438, -0.071806, 0.046163, -0.037528, -0.054396, 0.06674, 0.033399, -0.104001, 0.028128, 0.107022, -0.05404, -0.006551, -0.131145, 0.056863, 0.000597, 0.074688, -0.093296, 0.108144, 0.008104, 0.011958, 0.009455, -0.036902, -0.047607, -0.052149, 0.071473, -0.006479, -0.122814, 0.087649, 0.081579, -0.019319, 0.055774, 0.041928, -0.102667, 0.118548, -0.050807, 0.048053, 0.020217, -0.014487, 0.041883, 0.069085, 0.001998, 0.003656, -0.144701, -0.034152, -0.134475, -0.086989, 0.062839, 0.022887, -0.024659, -0.006523, 0.041056, -0.068866, -0.135186, 0.065541, -0.01401, 0.002847, -0.063225, -0.046577, 0.031428, 0.088928, -0.060765, 0.141917, 0.006057, -0.04325, 0.074386, -0.067646, 0.054158, 0.08585, 0.0371, 0.065984, -0.035194, -0.050568, 0.074934, -0.028171, -0.025056, 0.057971, 0.104524, 0.092256, -0.038232, 0.088781, 0.011124, -0.044319, 0.041075, -0.101202, 0.108722, 0.078229, -0.108628, 0.052625, -0.002582, -0.061025, 0.079369, -0.057625, 0.032765, -0.020024, -0.091104, 0.011036, 0.071326]
        },
        {
          "name": "onebusaway_find_routes",
          "description": "Find transit routes near a location, optionally filtered by name or number. Returns routes with IDs, short names, and descriptions. Use routeId values to fetch schedules, vehicles, or stop sequences.",
          "embedding": [0.011464, -0.05964, 0.118007, 0.018821, 0.103218, 0.082975, 0.064008, 0.116707, -0.053955, -0.055118, -0.086666, -0.021483, -0.047908, -0.042682, 0.003938, -0.089054, -0.049775, -0.078208, 0.054879, -0.10461, 0.048535, 0.118918, 0.117872, 0.018702, -0.002477, -0.028666, -0.041267, 0.068948, -0.004876, 0.017437, -0.085638, 0.059035, 0.059885, -0.051508, 0.003966, -0.011575, 0.076232, -0.048163, 0.044024, -0.039749, -0.083014, -0.116136, -0.033073, 0.049033, 0.047721, -0.021804, -0.161959, 0.075072, -0.06246, -0.060252, -0.131159, 0.001731, -0.05115, 0.09135, 0.04384, 0.052324, 0.059643, -0.158028, 0.009591, -0.018528, -0.050549, 0.077351, 0.038986, 0.00253, 0.103239, -0.110026, -0.007843, 0.003764, 0.095858, 0.017665, 0.04622, 0.010165, 0.035743, 0.013715, -0.012635, -0.009152, -0.010472, 0.013727, -0.032224, 0.064068, 0.031051, -0.070732, 0.031176, -0.028471, 0.054551, -0.000406, 0.01733, -0.009311, -0.017264, 0.034629, -0.026406, -0.051588, -0.059264, -0.024981, 0.02614, -0.057775, -0.060077, 0.080354, -0.099777, -0.009527, -0.06245, -0.026225, 0.111261, 0.003989, -0.018364, -0.025405, -0.007079, -0.056109, -0.084352, -0.00772, -0.050353, 0.009019, -0.021981, 0.083613, -0.008172, 0.091103, -0.010405, 0.025974, -0.108357, -0.00481, 0.012403, 0.069599, -0.016919, -0.001383, -0.01873, 0.0397, 0.088041, -0.097026, -0.022283, -0.005713, -0.06037, 0.010716, 0.054769, 0.085386, 0.007197, -0.009763, -0.054226, 0.033221, -0.005176, -0.009626, 0.025892, -0.02225, 0.023177, -0.013595, 0.051031, -0.026164, -0.113047, -0.105618, 0.011869, 0.045429, -0.053932, 0.040699, 0.005539, -0.07929, -0.046997, -0.024177, 0.08078, 0.080484, -0.112586, -0.065041, -0.093409, 0.057023, -0.009273, -0.060132, 0.02748, 0.05222, -0.11807, 0.036908, 0.119725, -0.062781, -0.003291, -0.118475, 0.030191, -0.008386, 0.109632, -0.055164, 0.090205, 0.045269, 0.008552, 0.024365, -0.01598, -0.052436, -0.044434, 0.046533, -0.000719, -0.089606, 0.05244, 0.062491, 0.003751, 0.04917, 0.02955, -0.120606, 0.144281, -0.062504, 0.048709, 0.01612, 0.0038, 0.029472, 0.065401, 0.052351, 0.00231, -0.157524, -0.05986, -0.120655, -0.082395, 0.066921, 0.008785, -0.037202, -0.031795, 0.009077, -0.042887, -0.118749, 0.068734, -0.028679, 0.015691, -0.062667, -0.071651, 0.043382, 0.089415, -0.078957, 0.127129, -0.007276, -0.06114, 0.065212, -0.109297, 0.047094, 0.078776, 0.023358, 0.070147, 0.002247, -0.028402, 0.050747, -0.015372, -0.012013, 0.075943, 0.086551, 0.089484, -0.055393, 0.114342, 0.000271, 0.023894, 0.053676, -0.067626, 0.129477, 0.066573, -0.084258, 0.035688, 0.010716, -0.041055, 0.071298, -0.061401, 0.026999, -0.000772, -0.101022, 0.042947, 0.071503]
        },
        {
          "name": "onebusaway_search_stops",
          "description": "Search for stops by name or code. Returns matching stops with IDs and coordinates. Use to resolve a human-readable stop name or number to a stop ID for arrivals lookups with onebusaway_get_arrivals.",
          "embedding": [-0.030688, -0.058684, 0.094055, -0.007264, 0.116828, 0.115164, 0.042738, 0.085995, -0.071983, -0.099799, -0.083942, -0.043325, -0.077271, -0.053717, 0.019067, -0.066206, -0.050168, -0.071429, -0.028716, -0.090364, 0.037379, 0.096775, 0.116573, 0.058461, -0.033095, -0.025835, -0.070742, 0.039943, 0.008827, 0.075176, -0.085532, 0.064209, 0.043726, -0.035816, 0.003153, 0.020791, 0.071723, -0.075063, 0.057623, -0.060887, -0.084243, -0.107606, -0.026628, 0.028877, 0.068948, -0.019493, -0.118137, 0.016782, -0.072658, -0.060995, -0.122049, 0.00398, -0.042573, 0.068112, 0.041853, 0.071801, 0.044, -0.175789, 0.02174, -0.046257, -0.051967, 0.054201, 0.044536, -0.018328, 0.123822, -0.06708, -0.023645, -0.023577, 0.148972, 0.000614, 0.041697, 0.022957, 0.00562, 0.011755, 0.014295, 0.020463, 0.010026, 0.000405, 0.010408, 0.023808, -0.020998, -0.073579, 0.05291, -0.063423, 0.047994, -0.008103, 0.016269, -0.077168, 0.003402, -0.001203, -0.00012, -0.051058, -0.054918, -0.020664, 0.015073, -0.025919, -0.061449, 0.07342, -0.063878, -0.054074, -0.059901, -0.016786, 0.071934, -0.046482, -0.040991, -0.028289, -0.014919, -0.019043, -0.091382, -0.001415, -0.046792, -0.014767, -0.021295, 0.09522, -0.01495, 0.113455, -0.001398, 0.069379, -0.125641, 0.026119, 0.003678, 0.066874, -0.050873, -0.018176, 0.015766, 0.003788, 0.039359, -0.05816, -0.071425, 0.048925, -0.048052, 0.03983, 0.046176, 0.069164, 0.009563, 0.025613, -0.052679, -0.022191, -0.036866, -0.002438, 0.039767, -0.024007, -0.023199, -0.015646, 0.039262, 0.025149, -0.095915, -0.107327, 0.044234, 0.02987, -0.079112, 0.04785, 0.041423, -0.094342, -0.039268, -0.011505, 0.079637, 0.048722, -0.092453, -0.055585, -0.115583, 0.050988, -0.03692, -0.035172, 0.022825, 0.02994, -0.104697, 0.057739, 0.101908, -0.062999, 0.010901, -0.101719, 0.09478, -0.032071, 0.085681, -0.07722, 0.100624, 0.021223, 0.007276, 0.022781, -0.026948, -0.040926, -0.058999, 0.054948, 0.006148, -0.098856, 0.069092, 0.060088, -0.036989, 0.057339, 0.035724, -0.072741, 0.149988, -0.085163, 0.054388, 0.009128, -0.025554, 0.030154, 0.09934, -0.000025, 0.006476, -0.140865, -0.019652, -0.153716, -0.088239, 0.040886, 0.006229, -0.034695, -0.00899, 0.047889, -0.022838, -0.10228, 0.069499, -0.029272, 0.019596, -0.059614, -0.081176, 0.005137, 0.09133, -0.10127, 0.128525, 0.005667, -0.052796, 0.061479, -0.087643, 0.084346, 0.092564, 0.039982, 0.016965, -0.040598, -0.062538, 0.056224, -0.024254, -0.002861, 0.043755, 0.121942, 0.105468, -0.035728, 0.076603, 0.017831, -0.048337, 0.018077, -0.100411, 0.101302, 0.056915, -0.102943, 0.048985, 0.000177, -0.052475, 0.083988, -0.034831, 0.049468, -0.010344, -0.091049, -0.008035, 0.041387]
        },
        {
          "name": "onebusaway_search_routes",
          "description": "Search for routes by name or number. Returns matching routes with IDs. Use to resolve a route short name (e.g. \"44\") to a route ID for schedule or vehicle lookups with onebusaway_get_vehicles or onebusaway_get_schedule_for_route.",
          "embedding": [-0.003538, -0.055362, 0.112725, 0.007896, 0.113296, 0.095812, 0.073697, 0.097836, -0.041841, -0.061425, -0.071043, -0.018115, -0.070016, -0.046305, 0.005401, -0.085041, -0.036346, -0.0771, 0.007377, -0.080782, 0.029375, 0.124484, 0.148835, 0.034949, -0.011462, -0.012689, -0.067195, 0.055533, 0.002005, 0.041739, -0.0669, 0.04004, 0.060289, -0.023187, -0.006554, 0.002708, 0.086251, -0.07009, 0.021689, -0.028585, -0.092285, -0.105818, -0.012581, 0.025603, 0.069755, -0.013223, -0.141343, 0.055379, -0.0635, -0.067027, -0.107562, -0.007854, -0.046257, 0.059127, 0.078069, 0.049612, 0.053469, -0.181733, 0.012774, -0.032584, -0.058961, 0.055065, 0.04835, 0.002037, 0.109387, -0.099696, -0.060779, -0.003999, 0.106597, 0.03994, 0.048869, 0.034081, 0.006184, 0.013469, 0.021116, -0.003798, 0.025296, 0.027709, -0.013641, 0.054901, 0.006928, -0.070084, 0.022283, -0.024695, 0.060111, -0.001035, -0.003287, -0.036945, -0.023359, 0.010623, -0.04823, -0.058026, -0.053816, -0.029586, 0.031931, -0.062831, -0.073026, 0.066182, -0.056863, -0.0338, -0.039808, -0.027056, 0.069803, -0.003019, -0.048114, -0.039633, -0.011775, -0.023841, -0.111551, -0.019652, -0.054367, 0.015941, -0.02925, 0.124012, -0.004358, 0.057585, 0.006195, 0.064986, -0.105638, -0.001551, -0.020687, 0.074282, -0.04274, -0.001551, 0.004889, 0.007895, 0.096745, -0.093052, -0.042536, 0.011584, -0.050581, 0.010316, 0.049218, 0.090946, 0.011036, 0.019471, -0.047035, 0.031843, -0.046935, -0.01365, 0.032528, -0.017247, -0.004352, -0.033112, 0.035447, 0.020464, -0.060344, -0.131386, 0.017855, 0.005329, -0.062515, 0.030346, 0.033947, -0.093712, -0.021509, 0.024832, 0.068279, 0.041179, -0.102459, -0.050039, -0.106987, 0.049467, -0.005283, -0.019655, -0.012197, 0.051199, -0.116824, 0.059397, 0.107083, -0.078292, 0.01045, -0.107951, 0.056119, -0.035893, 0.105627, -0.044336, 0.081105, 0.038102, 0.048193, 0.028654, -0.004675, -0.054269, -0.056252, 0.050849, 0.00561, -0.096859, 0.0588, 0.062675, -0.012389, 0.052055, 0.005779, -0.087252, 0.176976, -0.075613, 0.044515, 0.013859, 0.001233, 0.028622, 0.080896, 0.0025, 0.000598, -0.164366, -0.042589, -0.146229, -0.06337, 0.070955, 0.009802, -0.075421, -0.031615, 0.009796, -0.000308, -0.123663, 0.077789, -0.057112, 0.030102, -0.061905, -0.054656, 0.003257, 0.07077, -0.094895, 0.100457, 0.00008, -0.074059, 0.074068, -0.11345, 0.058756, 0.098168, 0.023356, 0.034844, -0.014271, -0.054835, 0.066776, -0.030857, -0.000455, 0.064259, 0.078752, 0.113713, -0.066543, 0.095404, -0.027852, -0.00314, 0.071299, -0.075668, 0.12919, 0.068976, -0.100082, 0.033111, -0.008688, -0.032387, 0.074109, -0.031155, 0.030586, -0.019798, -0.104513, 0.016061, 0.039787]
        },
        {
          "name": "onebusaway_get_stop",
          "description": "Fetch details for a specific stop by ID. Returns the stop's name, coordinates, direction, served routes, and wheelchair accessibility. Stop IDs use agency-prefixed format: {agencyId}_{localId} (e.g. \"1_75403\" for Metro Transit stop 75403).",
          "embedding": [-0.036588, 0.000588, 0.078191, -0.000588, 0.072137, 0.072322, -0.010032, 0.091656, -0.02523, -0.051705, -0.085929, -0.00998, -0.0451, -0.094073, -0.018156, 0.000214, -0.038294, -0.074924, -0.054242, -0.062665, 0.084933, 0.103723, 0.071542, 0.058667, -0.055957, -0.023296, -0.045615, 0.038507, -0.017378, 0.04522, -0.084443, -0.006901, 0.040555, 0.000475, 0.030131, 0.001877, 0.052982, -0.09244, 0.027563, -0.067068, -0.058739, -0.116473, -0.028022, 0.059667, 0.061803, -0.051701, -0.151034, -0.00099, -0.046089, -0.084821, -0.111919, -0.020988, -0.064847, 0.12083, 0.053686, 0.019251, 0.027829, -0.152266, -0.009479, -0.016482, -0.053394, 0.064837, 0.08171, -0.00098, 0.10025, -0.091855, -0.019683, 0.000383, 0.17657, -0.010605, 0.034223, 0.001937, 0.027905, 0.000222, 0.049451, -0.010026, 0.032809, 0.013789, 0.032703, 0.022606, -0.083026, -0.03695, 0.06975, -0.032965, 0.049986, -0.029963, 0.026404, -0.062951, 0.010966, 0.009842, 0.027758, -0.043762, -0.052499, -0.014788, -0.010814, -0.055244, 0.01379, 0.080614, -0.029377, -0.047853, -0.008606, 0.027489, 0.027782, 0.006406, -0.038682, 0.01616, -0.048549, -0.046161, -0.036977, -0.022269, -0.040564, 0.034537, -0.036362, 0.090366, -0.020191, 0.103527, -0.00282, 0.032401, -0.107982, 0.001254, 0.055248, 0.061673, -0.044344, -0.032415, 0.003051, 0.053105, 0.036099, -0.084474, -0.055822, 0.03722, -0.054931, 0.02484, 0.075348, 0.104298, -0.042891, -0.039146, -0.090246, 0.02066, 0.012368, 0.004461, 0.047843, -0.068011, -0.042525, -0.018627, 0.030511, -0.004474, -0.125949, -0.08654, 0.045772, 0.070413, -0.001866, 0.063348, 0.090795, -0.019698, 0.009951, -0.056257, 0.088557, 0.079136, -0.138046, -0.049491, -0.044075, 0.101696, -0.024291, -0.005029, 0.03459, 0.020555, -0.17337, 0.013732, 0.162328, -0.137639, -0.009831, -0.086674, 0.057939, 0.023288, 0.087626, -0.045894, 0.050696, 0.029967, 0.036309, 0.022852, -0.023893, -0.02526, -0.054094, 0.0595, 0.015356, -0.047298, 0.122474, 0.01703, -0.057962, -0.003453, 0.038724, -0.092442, 0.163633, -0.062504, 0.022676, 0.028706, -0.020669, 0.072525, 0.074036, 0.013864, 0.01178, -0.117744, -0.017029, -0.124834, -0.0839, 0.024861, 0.03965, -0.02496, 0.00654, 0.054518, -0.043359, -0.076077, 0.084151, -0.058863, -0.005046, -0.111621, -0.031741, -0.032218, 0.088494, -0.049085, 0.135562, -0.03102, -0.06021, 0.099515, -0.06555, 0.073754, 0.043107, 0.068585, 0.052231, -0.029536, -0.042382, 0.056905, -0.004061, -0.058269, 0.031096, 0.014566, 0.061115, -0.022505, 0.113185, -0.00106, -0.054699, 0.050775, -0.086779, 0.09345, 0.086074, -0.09808, 0.023358, -0.004716, -0.07646, 0.104048, -0.083479, 0.074394, 0.033443, -0.105152, 0.026067, 0.04599]
        },
        {
          "name": "onebusaway_get_route",
          "description": "Fetch details for a specific route by ID. Returns short name, description, agency, route type, and schedule URL. Route IDs use agency-prefixed format: {agencyId}_{localId} (e.g. \"1_100259\").",
          "embedding": [0.035054, -0.022974, 0.088997, 0.007229, 0.089014, 0.053144, 0.059651, 0.13017, -0.021942, -0.022792, -0.077653, 0.002439, -0.01873, -0.090279, -0.036536, -0.034918, -0.050909, -0.062136, -0.022255, -0.107275, 0.050968, 0.123857, 0.118829, 0.024085, -0.033718, -0.0432, -0.037454, 0.068067, -0.008596, -0.000295, -0.064423, 0.014822, 0.055843, -0.003167, 0.007342, -0.012432, 0.046465, -0.074419, -0.00277, -0.027196, -0.060717, -0.113243, -0.041828, 0.063108, 0.047239, -0.064225, -0.175139, 0.049704, -0.041969, -0.038619, -0.094137, -0.028422, -0.052633, 0.096353, 0.04892, 0.031685, 0.028762, -0.140331, -0.000602, -0.00474, -0.042706, 0.05548, 0.041689, -0.011131, 0.095351, -0.09957, -0.045933, 0.008491, 0.143857, 0.043798, 0.027683, 0.013684, 0.066432, -0.002181, 0.028411, -0.013886, 0.011309, 0.041729, 0.004855, 0.083681, -0.028154, -0.064416, 0.024513, -0.005014, 0.047853, -0.000564, 0.000735, -0.021676, -0.047711, 0.021689, -0.025799, -0.074406, -0.065485, -0.039531, 0.042929, -0.09902, -0.00764, 0.073205, -0.05566, -0.025323, -0.01623, 0.034594, 0.036068, 0.038288, -0.016702, -0.008107, -0.055718, -0.07043, -0.086493, -0.021019, -0.015027, 0.045317, -0.040399, 0.093318, -0.014981, 0.043477, -0.036708, 0.002178, -0.089979, -0.006442, 0.025625, 0.059138, -0.01421, -0.041376, 0.015161, 0.058679, 0.081278, -0.098857, -0.027693, 0.002003, -0.047343, -0.007018, 0.062343, 0.111978, -0.036319, -0.03455, -0.09965, 0.058616, 0.023265, 0.002727, 0.00868, -0.035769, -0.027221, -0.026667, 0.052242, -0.003618, -0.077721, -0.127152, 0.024736, 0.061975, -0.020435, 0.050631, 0.056962, 0.000715, 0.017231, -0.002797, 0.101126, 0.05391, -0.145155, -0.063684, -0.065996, 0.062491, -0.003112, -0.002143, -0.00065, 0.059972, -0.162225, 0.028188, 0.171947, -0.148397, 0.005922, -0.083923, 0.043184, 0.034067, 0.118327, -0.033896, 0.075482, 0.039452, 0.056052, 0.027299, 0.006452, -0.015054, -0.066078, 0.038696, -0.009478, -0.071077, 0.087784, 0.032821, -0.041958, 0.023327, 0.019769, -0.10946, 0.179111, -0.057056, 0.041777, 0.025194, -0.005503, 0.061547, 0.05528, 0.06379, 0.016054, -0.131927, -0.043699, -0.109422, -0.061051, 0.042735, 0.043676, -0.045268, -0.017601, -0.01021, -0.04175, -0.097142, 0.108241, -0.083431, 0.014247, -0.07536, -0.043192, -0.005685, 0.080423, -0.030196, 0.158872, -0.029226, -0.055684, 0.089803, -0.069078, 0.084133, 0.045444, 0.068528, 0.076279, -0.015613, -0.037867, 0.065467, -0.017881, -0.053389, 0.038479, 0.000867, 0.066886, -0.03689, 0.109704, -0.062253, 0.039817, 0.064284, -0.059267, 0.106393, 0.065978, -0.093776, -0.002204, 0.024752, -0.046194, 0.09904, -0.070984, 0.069292, 0.034724, -0.100608, 0.02844, 0.034616]
        },
        {
          "name": "onebusaway_list_routes_for_agency",
          "description": "List all routes operated by an agency. Returns route IDs, short names, and descriptions. Use to enumerate an agency's full service before searching for a specific route. Get agencyId values from onebusaway_list_agencies.",
          "embedding": [0.033022, -0.032909, 0.074922, 0.001061, 0.096275, 0.107193, 0.062991, 0.108252, -0.057269, -0.027236, -0.080093, -0.0137, -0.053156, -0.057139, 0.013423, -0.083423, -0.039442, -0.057451, -0.00902, -0.124907, 0.078838, 0.142371, 0.107861, -0.005527, -0.035068, -0.034116, -0.028801, 0.048629, -0.02491, 0.022743, -0.062384, 0.050099, 0.017383, 0.006218, 0.028139, 0.000935, 0.051999, -0.056258, 0.015672, -0.044557, -0.059349, -0.095941, -0.053512, 0.030556, 0.035518, -0.030658, -0.187002, 0.060985, -0.038604, -0.019934, -0.136622, -0.005302, -0.050073, 0.044779, 0.061624, 0.060545, 0.0652, -0.136406, -0.020563, -0.012446, -0.069357, 0.062972, 0.059884, 0.008321, 0.138534, -0.117594, -0.02021, 0.010224, 0.126801, 0.039774, 0.02975, 0.012261, 0.045095, 0.006402, 0.03805, -0.048707, 0.001515, 0.021784, -0.016915, 0.043469, 0.014542, -0.058075, 0.032632, -0.014916, 0.015523, -0.002906, 0.015917, -0.062004, -0.045176, 0.035805, -0.042631, -0.05673, -0.085173, -0.032669, 0.043857, -0.078257, -0.061372, 0.052861, -0.080206, -0.037501, -0.04565, -0.02144, 0.054002, 0.011186, -0.024221, -0.024193, 0.014391, -0.040199, -0.122587, -0.010045, -0.02458, 0.014942, -0.044003, 0.094252, -0.018041, 0.037112, -0.022476, 0.057551, -0.089529, 0.031323, 0.06717, 0.06843, -0.03353, -0.019783, 0.008035, 0.023295, 0.104313, -0.097995, -0.030202, 0.007216, -0.054122, 0.02197, 0.043564, 0.101273, -0.027912, -0.0291, -0.08843, 0.077205, 0.004179, 0.021779, -0.000839, -0.011671, 0.007849, -0.03627, 0.021974, -0.029807, -0.084652, -0.116566, -0.027843, 0.039347, -0.053064, 0.013796, 0.013905, -0.029139, 0.021167, -0.03539, 0.084378, 0.08701, -0.086603, -0.045615, -0.09952, 0.04222, 0.003299, -0.007981, -0.010411, 0.055396, -0.167704, 0.024044, 0.123435, -0.076731, 0.006766, -0.105407, 0.027687, -0.043691, 0.119425, -0.064903, 0.094803, 0.047355, 0.033944, 0.02692, 0.006627, -0.040798, -0.051658, 0.0461, 0.008208, -0.065679, 0.058534, 0.045467, 0.004771, 0.061204, 0.047164, -0.08917, 0.128021, -0.090509, 0.086154, 0.048707, 0.000336, 0.018528, 0.07152, 0.021342, 0.020061, -0.139336, -0.073196, -0.129895, -0.094669, 0.071573, 0.024791, -0.057423, -0.006563, 0.009979, -0.052344, -0.089069, 0.06436, -0.045917, 0.035755, -0.077896, -0.063066, 0.055093, 0.09921, -0.071269, 0.118359, -0.002846, -0.078982, 0.065678, -0.101452, 0.040665, 0.07855, 0.05609, 0.084443, 0.01407, -0.050117, 0.056984, -0.030488, -0.045732, 0.077797, 0.071051, 0.076421, -0.060367, 0.109897, -0.034864, 0.003393, 0.052482, -0.049917, 0.148226, 0.052825, -0.103387, 0.009016, 0.029343, -0.053189, 0.076673, -0.025643, 0.041017, -0.00776, -0.096853, 0.007845, 0.02486]
        },
        {
          "name": "onebusaway_get_arrivals",
          "description": "Real-time arrivals and departures at a stop. Returns predicted arrival times, schedule deviation (how many seconds late/early), vehicle positions, and any active service alerts. The predicted boolean on each arrival indicates whether GPS tracking backs the estimate — predicted=false means schedule-only. Use tripId from results for follow-up onebusaway_get_trip calls. Stop IDs use agency-prefixed format: {agencyId}_{localId} (e.g. \"1_75403\").",
          "embedding": [-0.017346, -0.070481, 0.114564, -0.012058, 0.104196, 0.068482, 0.029345, 0.10664, -0.082405, -0.111075, -0.026817, -0.005007, -0.029005, -0.024156, -0.03063, -0.043087, -0.031323, -0.078268, -0.04149, -0.129647, 0.043142, 0.109241, 0.064461, 0.007562, -0.031278, -0.017165, -0.061488, 0.033696, -0.044164, 0.018159, -0.0597, 0.046552, 0.049462, -0.007314, 0.019558, 0.006657, 0.068658, -0.0798, 0.014229, -0.066133, -0.064337, -0.050322, -0.045606, 0.038489, 0.034984, -0.12425, -0.145359, 0.024496, -0.027682, -0.095057, -0.116285, -0.002092, -0.052686, 0.080435, 0.069334, 0.057926, 0.048737, -0.14292, -0.040636, -0.039183, -0.099346, 0.029504, 0.036624, -0.042491, 0.133187, -0.112875, 0.007071, -0.038151, 0.167283, -0.013159, -0.017644, -0.008665, 0.019571, 0.025095, 0.028017, 0.019855, 0.022102, 0.004009, -0.002483, 0.023964, -0.014054, -0.124415, 0.03288, -0.043412, -0.035672, 0.020403, 0.021067, -0.053092, -0.001209, -0.00474, -0.005988, -0.109477, -0.030025, 0.00759, -0.041579, -0.034976, -0.036931, 0.082551, -0.076472, -0.098837, -0.014791, 0.007296, 0.047772, 0.019147, -0.012927, -0.006947, -0.030939, -0.056147, -0.099786, 0.005652, -0.035262, 0.02712, 0.012574, 0.082426, -0.027372, 0.084893, -0.056482, 0.019815, -0.087503, -0.010365, -0.002198, 0.037506, -0.027608, -0.043076, -0.027158, 0.013628, 0.099321, -0.098162, -0.060072, 0.032731, -0.039751, 0.008988, 0.054868, 0.088024, -0.033734, -0.047676, -0.092019, 0.017899, -0.009746, 0.018093, -0.016441, -0.030659, -0.040334, -0.007757, 0.047273, -0.030319, -0.097666, -0.064238, 0.021355, 0.049907, -0.065849, 0.049822, 0.011196, -0.063654, -0.011824, -0.049645, 0.083062, 0.072295, -0.120225, -0.05396, -0.060739, 0.112, -0.016639, -0.086578, 0.067372, 0.059108, -0.125809, 0.038172, 0.177908, -0.04372, 0.064935, -0.124998, 0.089396, 0.029882, 0.104709, -0.051786, 0.04887, -0.010076, 0.046175, 0.039911, 0.000095, -0.042182, -0.006, 0.07201, 0.00546, -0.081957, 0.100698, 0.021477, -0.031609, 0.085769, 0.074865, -0.060251, 0.135348, -0.0955, 0.057646, -0.025329, 0.008418, 0.042808, 0.115542, -0.004478, 0.023773, -0.117425, -0.025851, -0.132444, -0.105238, 0.010364, 0.024383, -0.031484, -0.020576, 0.0339, -0.095844, -0.099074, 0.057809, 0.004566, 0.019833, -0.060318, -0.055988, 0.013293, 0.082507, -0.077726, 0.133565, -0.018692, -0.051825, 0.023348, -0.070668, 0.047346, 0.066635, 0.028941, 0.045918, -0.03083, -0.058411, 0.022749, -0.047747, -0.019738, 0.041334, 0.082203, 0.044381, -0.021663, 0.04054, -0.038022, -0.019403, 0.017478, -0.080513, 0.142619, 0.032922, -0.093361, 0.045561, 0.003133, -0.065499, 0.066974, -0.068946, 0.080318, 0.018345, -0.063538, -0.005549, 0.021626]
        },
        {
          "name": "onebusaway_get_alert",
          "description": "Fetch full detail for a service alert (situation) by ID. Returns the summary, description, reason (e.g. detour, construction), affected stops and routes, consequence description, and active time windows. Situation IDs appear in onebusaway_get_arrivals responses under situationIds and situations[].id.",
          "embedding": [0.01784, -0.066502, 0.078024, 0.000951, 0.10331, 0.062997, 0.033724, 0.118014, -0.03081, -0.123267, -0.072418, 0.008509, -0.007703, -0.063735, -0.030242, -0.033146, -0.027618, -0.111542, -0.029038, -0.11328, 0.104618, 0.09136, 0.06338, 0.056382, -0.006419, -0.067951, -0.017706, 0.061968, -0.079902, -0.014815, -0.072732, 0.034494, 0.011424, -0.02483, 0.011894, 0.056782, 0.038601, -0.074633, 0.034014, -0.058136, -0.025304, -0.107075, -0.071471, 0.045961, 0.051621, -0.051919, -0.156799, 0.061212, -0.04568, -0.020479, -0.115805, -0.003274, -0.080156, 0.028972, 0.100602, 0.042749, 0.029078, -0.14017, 0.005782, -0.092406, -0.061173, 0.021418, 0.065082, -0.05669, 0.100608, -0.095333, -0.022802, 0.01235, 0.170485, 0.022763, 0.016896, 0.035466, 0.022631, 0.061066, 0.0205, -0.029717, -0.003413, 0.018737, -0.043921, 0.003477, -0.020687, -0.093763, 0.023185, -0.046464, 0.027802, -0.022843, 0.042603, -0.039485, -0.007833, 0.024107, -0.002232, -0.038406, -0.005326, 0.033253, -0.006289, 0.01009, -0.000782, 0.059647, -0.03664, -0.088703, -0.055881, -0.011935, 0.033063, -0.006237, -0.031619, -0.026496, -0.04277, -0.045221, -0.124936, 0.003664, 0.019813, 0.00765, -0.044, 0.035103, 0.012777, 0.079512, -0.000911, 0.063538, -0.052332, -0.008627, 0.001865, 0.01903, -0.019827, -0.024319, 0.017594, 0.010938, 0.026666, -0.109106, 0.003337, 0.006315, -0.086695, 0.002309, 0.029954, 0.050968, -0.057927, -0.034028, -0.088297, -0.020418, 0.005381, 0.029037, -0.02159, -0.084951, 0.001056, -0.013032, 0.042953, 0.032794, -0.135323, -0.129937, 0.033326, 0.007488, -0.02121, -0.009949, -0.021849, -0.030965, -0.026868, -0.025368, 0.114317, 0.019749, -0.099062, -0.046006, -0.052828, 0.110823, -0.036486, 0.013, 0.04578, 0.005405, -0.131031, 0.031573, 0.137166, -0.127639, 0.015855, -0.098673, 0.058217, 0.003863, 0.12014, -0.079614, 0.07845, -0.026883, 0.064435, -0.015211, 0.005664, -0.068694, -0.072945, 0.01666, 0.038233, -0.079504, 0.108057, 0.041241, -0.039188, 0.029557, 0.007984, -0.094718, 0.175558, -0.056895, 0.097885, -0.037445, -0.004878, 0.067348, 0.135277, 0.01431, 0.027876, -0.080011, -0.022439, -0.107818, -0.056154, 0.043258, 0.023112, -0.035481, -0.071799, 0.039066, -0.052544, -0.107568, 0.062864, -0.060137, 0.008921, -0.079979, -0.068423, 0.046717, 0.060088, -0.063876, 0.096859, 0.005798, -0.047222, 0.062917, -0.043608, 0.046149, 0.108986, 0.071374, 0.091025, -0.028489, -0.042292, 0.074277, -0.088026, -0.047704, 0.040556, 0.136027, 0.04771, 0.029344, 0.041608, -0.044043, 0.00037, 0.062473, -0.028997, 0.109593, 0.071688, -0.092715, 0.033227, 0.041404, -0.078447, 0.083038, -0.059321, 0.08554, 0.019836, -0.091967, -0.049559, -0.015553]
        },
        {
          "name": "onebusaway_get_trip",
          "description": "Real-time status and stop sequence for a trip. Returns vehicle position, schedule deviation, current phase, and remaining stops. Use tripId from onebusaway_get_arrivals to look up a specific vehicle's progress.",
          "embedding": [-0.018719, -0.096369, 0.11235, -0.021567, 0.109334, 0.06467, 0.030278, 0.087497, -0.080743, -0.119094, -0.02532, -0.006454, -0.044158, -0.012743, -0.003852, -0.042382, -0.048892, -0.109113, -0.000093, -0.114229, 0.04383, 0.069139, 0.06852, 0.018771, -0.0656, -0.016084, -0.07462, 0.067002, 0.00908, 0.052441, -0.082563, 0.04996, 0.044433, -0.038536, 0.051676, 0.007545, 0.091972, -0.055151, 0.04681, -0.089834, -0.054174, -0.048427, -0.018809, 0.030247, 0.027503, -0.045139, -0.115988, 0.046502, -0.102788, -0.051883, -0.135967, 0.013515, -0.049208, 0.0479, 0.056553, 0.077021, 0.035862, -0.137931, -0.031583, -0.055911, -0.054741, 0.034647, 0.070095, -0.068217, 0.129369, -0.114241, -0.00582, 0.004654, 0.160705, 0.007846, -0.000195, 0.014828, 0.015056, 0.05479, 0.015527, -0.00565, -0.000344, 0.000981, -0.02573, 0.015087, 0.018987, -0.1012, 0.023273, -0.000697, 0.007746, -0.006873, 0.057583, -0.072874, 0.013337, 0.010361, -0.022538, -0.049654, -0.013554, 0.012888, 0.002863, -0.015665, -0.094915, 0.074542, -0.088682, -0.077592, -0.001003, -0.017077, 0.028619, 0.010481, 0.001406, -0.023867, -0.008328, -0.038719, -0.151941, 0.010299, -0.026119, 0.021172, -0.011744, 0.086519, -0.015634, 0.060593, -0.067762, 0.052274, -0.11524, 0.006314, 0.018518, 0.020201, -0.034859, -0.022934, -0.020996, 0.000822, 0.066402, -0.093399, -0.048798, 0.015483, -0.048793, 0.013682, 0.038381, 0.098089, -0.013808, -0.001427, -0.054626, -0.013689, -0.017833, -0.004359, -0.0015, -0.057055, -0.014274, -0.044265, 0.023389, -0.002723, -0.113984, -0.068043, 0.015655, 0.035573, -0.068028, 0.017446, 0.001054, -0.077572, -0.012521, -0.00888, 0.079389, 0.096543, -0.120731, -0.078155, -0.08743, 0.060398, -0.04442, -0.046584, 0.017235, 0.025577, -0.113775, 0.052154, 0.120036, -0.122068, 0.036203, -0.089597, 0.046479, -0.011863, 0.076487, -0.072981, 0.044592, 0.020499, 0.034694, 0.036416, -0.01239, -0.067073, -0.021018, 0.041184, -0.00798, -0.129247, 0.050249, 0.030484, -0.008584, 0.067483, 0.049844, -0.09488, 0.152003, -0.100438, 0.06672, 0.017513, 0.005639, -0.021154, 0.100787, -0.009086, 0.014009, -0.133984, -0.061371, -0.123585, -0.084093, 0.030932, 0.022096, -0.052039, -0.00357, 0.060902, -0.077483, -0.085052, 0.048851, -0.022362, -0.015486, -0.082515, -0.097914, 0.015387, 0.051086, -0.131078, 0.103274, -0.022577, -0.059679, 0.068655, -0.095968, 0.043914, 0.077298, 0.073582, 0.064603, -0.029867, -0.072172, 0.046856, -0.063898, -0.00823, 0.046043, 0.12213, 0.063673, -0.005477, 0.040424, -0.065553, -0.014527, 0.082051, -0.078327, 0.112671, 0.078711, -0.124333, 0.030084, 0.011983, -0.043685, 0.070617, -0.038235, 0.093319, -0.009081, -0.075938, 0.006771, 0.023422]
        },
        {
          "name": "onebusaway_get_block",
          "description": "Fetch the full-day block schedule for a vehicle by block ID. A block is the ordered sequence of trips a single vehicle makes in one service day. Returns all trips in order with their stop times. Useful for 'when will this bus return?' and fleet tracking. Block IDs appear in onebusaway_get_trip responses under the schedule block field; obtain a tripId from onebusaway_get_arrivals first.",
          "embedding": [-0.014368, -0.042367, 0.057586, 0.05408, 0.101868, 0.038761, -0.017388, 0.030082, -0.042633, -0.065665, -0.054417, -0.026039, -0.06391, -0.018866, -0.031566, -0.02967, 0.024051, -0.075792, -0.015488, -0.108856, 0.095059, 0.058378, 0.13618, 0.039216, -0.041536, 0.020836, -0.064829, 0.009311, 0.032112, 0.022817, -0.054906, 0.036789, 0.030821, -0.018669, 0.030863, -0.01566, 0.032009, -0.117943, -0.004853, -0.066972, -0.027762, -0.087626, -0.016733, 0.006195, 0.016663, -0.001618, -0.121563, 0.031948, -0.104498, -0.078137, -0.132998, 0.014355, -0.054064, 0.068706, 0.088389, 0.042225, 0.026904, -0.129082, -0.049356, -0.019301, -0.056752, 0.035869, 0.073672, -0.014434, 0.103425, -0.103725, -0.020762, -0.014226, 0.122438, 0.022871, -0.031207, -0.003799, 0.025472, 0.045939, 0.052151, -0.013792, 0.000357, 0.022731, -0.023908, 0.029937, 0.031839, -0.049646, 0.014524, 0.003144, 0.043973, -0.044991, -0.012445, -0.114659, 0.011974, 0.002957, -0.053377, -0.042473, 0.030794, -0.03986, -0.007731, -0.027454, -0.023272, 0.066153, -0.03173, -0.05117, -0.048866, -0.001781, 0.009185, 0.096952, -0.051635, 0.015903, -0.044256, -0.116966, -0.077317, -0.057867, -0.056219, 0.018242, -0.031063, 0.121366, -0.013816, 0.062858, -0.076637, 0.025355, -0.158687, -0.06744, -0.047652, 0.014314, -0.008426, -0.02459, -0.036421, -0.008488, 0.062879, -0.104557, -0.053931, 0.001366, -0.042568, -0.009715, 0.086116, 0.101846, -0.031875, 0.016089, -0.058553, -0.007668, 0.000529, -0.062672, -0.0247, -0.07976, -0.010407, 0.003542, 0.051093, -0.06646, -0.103632, -0.09218, 0.021931, 0.043272, -0.034048, -0.014393, -0.040716, -0.00523, -0.047894, -0.085794, 0.095462, 0.074313, -0.152112, -0.073122, -0.135412, 0.062084, -0.023945, -0.05771, 0.061031, 0.036394, -0.066537, 0.033135, 0.129886, -0.124561, -0.034987, -0.09054, 0.003306, -0.053142, 0.065651, -0.031604, 0.083741, -0.005995, 0.09743, 0.02196, 0.005014, -0.112336, 0.006097, 0.097286, 0.024677, -0.074379, 0.053983, 0.023311, -0.043715, 0.115627, 0.072825, -0.091365, 0.169043, -0.083089, 0.034501, -0.016997, -0.027077, 0.004279, 0.122654, 0.070444, 0.002165, -0.083118, -0.061868, -0.161688, -0.032292, 0.004637, 0.000898, -0.060577, -0.006625, 0.034294, -0.061445, -0.049673, 0.075844, -0.081993, 0.005397, -0.049467, -0.021748, 0.014897, 0.086471, -0.08658, 0.114276, -0.00017, -0.070312, 0.048621, -0.081274, 0.026338, 0.083815, -0.010955, 0.054175, 0.008372, -0.085233, 0.102065, -0.077756, 0.041894, 0.027802, 0.052048, 0.123801, 0.033495, 0.033232, -0.066998, -0.022098, 0.038852, -0.024732, 0.081263, 0.069077, -0.070836, 0.04702, -0.022662, -0.064074, 0.098262, 0.016632, 0.069127, -0.029024, -0.111017, 0.012502, -0.007736]
        },
        {
          "name": "onebusaway_get_vehicles",
          "description": "Real-time positions of all active vehicles for an agency. Optionally filter to a single route (client-side). Returns GPS coordinates, heading, schedule deviation, and current trip. Useful for \"where are all the buses on route X right now?\" Use agencyId values from onebusaway_list_agencies.",
          "embedding": [-0.017188, -0.05312, 0.124319, 0.001953, 0.09426, 0.07107, 0.045238, 0.089969, -0.064009, -0.0749, -0.044018, -0.018593, -0.038128, -0.033814, 0.033201, -0.050642, -0.069251, -0.07401, -0.015642, -0.121992, 0.043552, 0.109813, 0.075197, -0.015991, -0.061744, -0.03478, -0.025965, 0.076352, 0.010016, 0.068978, -0.062335, 0.082457, 0.038909, -0.023697, 0.042934, -0.012356, 0.064253, -0.032226, 0.01806, -0.077393, -0.04363, -0.083743, -0.053057, 0.049974, -0.001917, -0.06742, -0.122987, 0.084939, -0.040588, -0.029568, -0.149172, -0.032652, -0.060202, 0.084858, 0.0231, 0.060709, 0.046809, -0.17825, -0.035461, -0.042447, -0.085019, 0.047094, 0.078113, -0.017046, 0.118318, -0.130396, -0.019289, -0.027306, 0.126476, 0.007535, 0.006072, 0.019627, 0.03574, 0.030282, 0.034621, -0.017292, -0.047499, 0.012025, -0.013351, 0.046621, 0.023547, -0.091346, 0.020971, -0.000103, 0.014484, 0.019462, 0.024302, -0.032896, -0.029045, 0.03498, -0.044707, -0.075198, -0.046706, -0.010562, 0.024386, -0.035331, -0.069221, 0.030173, -0.070945, -0.057624, -0.016174, -0.00599, 0.066095, 0.018801, 0.024496, -0.020595, -0.001224, -0.059474, -0.123259, 0.001278, -0.037732, 0.05116, -0.029773, 0.082564, 0.021537, 0.039221, -0.041998, 0.047941, -0.061559, 0.016703, 0.044808, 0.084702, -0.043103, -0.020971, -0.022468, -0.009159, 0.10453, -0.077706, -0.028765, -0.001309, -0.050299, 0.034311, 0.011968, 0.127568, 0.00531, -0.003155, -0.076193, 0.025316, -0.004284, 0.006927, -0.004827, -0.05481, 0.015341, -0.01555, 0.034092, -0.051601, -0.115585, -0.10529, -0.028901, 0.016199, -0.056957, 0.033262, -0.007977, -0.044415, -0.013848, 0.000657, 0.065268, 0.094953, -0.108297, -0.04079, -0.095469, 0.049373, -0.011538, -0.019949, -0.025838, 0.043049, -0.091292, 0.048075, 0.132504, -0.065906, 0.001775, -0.13604, 0.035318, -0.019972, 0.097422, -0.082307, 0.094041, 0.025621, 0.050832, 0.053102, 0.003984, -0.063175, -0.016851, 0.076357, -0.003927, -0.083337, 0.091115, 0.047051, 0.021049, 0.039797, 0.045751, -0.102585, 0.142316, -0.083592, 0.077741, -0.006056, -0.019833, -0.000191, 0.115045, -0.005457, 0.024167, -0.145803, -0.062216, -0.104353, -0.095616, 0.042196, 0.016689, -0.070971, -0.043217, 0.065789, -0.102902, -0.085179, 0.048761, 0.017395, -0.008987, -0.085004, -0.09683, 0.030761, 0.059786, -0.091717, 0.122509, -0.003796, -0.065252, 0.04602, -0.109651, 0.049186, 0.076835, 0.049324, 0.07004, -0.029178, -0.039832, 0.088003, -0.056034, -0.01622, 0.052636, 0.089421, 0.073452, -0.011927, 0.066935, -0.031403, 0.019723, 0.054543, -0.082978, 0.120697, 0.071712, -0.113122, 0.042139, 0.032886, -0.061056, 0.062661, -0.064439, 0.042806, -0.006339, -0.09803, 0.009766, 0.012832]
        },
        {
          "name": "onebusaway_get_schedule_for_stop",
          "description": "Full-day departure schedule for a stop. Lists every departure by route and direction for the specified date (defaults to today). Useful for planning or when real-time data isn't needed. For live predictions, use onebusaway_get_arrivals instead.",
          "embedding": [-0.063737, -0.055198, 0.113118, -0.012971, 0.124535, 0.050246, 0.039119, 0.098916, -0.054739, -0.040782, -0.071636, -0.043855, -0.061828, 0.001685, 0.000442, -0.093102, -0.059983, -0.085274, 0.00646, -0.098692, 0.054197, 0.106593, 0.11765, 0.037848, 0.014476, -0.062776, -0.033225, 0.073744, 0.007595, 0.039592, -0.078107, 0.048516, 0.012417, -0.012596, 0.039896, 0.01478, 0.074937, -0.070459, 0.055949, -0.070845, -0.042271, -0.048737, -0.002316, 0.039997, 0.004733, -0.054122, -0.126994, 0.053097, -0.057999, -0.050665, -0.138662, 0.041048, -0.051955, 0.039346, 0.048989, 0.075683, 0.051705, -0.135772, -0.062611, -0.035564, -0.056508, 0.046063, 0.031179, -0.021511, 0.159988, -0.153751, -0.038411, -0.019114, 0.143649, -0.036744, -0.011071, 0.007793, 0.00427, 0.047329, 0.046291, -0.031613, 0.005599, -0.007817, -0.006625, 0.008956, 0.02648, -0.086389, 0.044826, -0.04746, 0.006629, -0.004316, -0.003178, -0.090138, -0.062618, 0.002592, -0.038114, -0.054609, 0.003785, -0.002758, -0.011479, -0.042169, -0.081454, 0.078345, -0.048311, -0.080331, -0.041463, -0.00887, 0.043446, 0.000237, -0.006276, -0.010691, -0.029488, -0.052721, -0.108476, 0.025548, -0.023245, 0.026271, -0.006618, 0.089184, -0.001074, 0.068365, -0.023555, 0.05169, -0.120206, -0.033356, 0.035416, 0.034651, 0.013766, -0.022428, -0.031982, -0.016495, 0.098073, -0.081314, -0.010513, -0.028986, -0.027049, 0.008272, 0.050364, 0.032681, -0.018373, 0.009536, -0.070339, -0.013755, -0.004728, -0.001661, -0.020619, -0.01247, -0.029494, -0.016333, 0.027398, -0.049837, -0.075303, -0.090414, 0.015425, 0.04068, -0.096596, 0.037698, -0.022193, -0.096288, -0.04276, -0.034919, 0.062269, 0.067221, -0.120084, -0.064726, -0.078446, 0.091681, -0.010774, -0.034094, 0.02951, 0.069629, -0.089881, 0.034184, 0.170526, -0.075733, 0.047155, -0.104876, 0.041958, -0.020134, 0.093619, -0.092613, 0.082694, -0.01297, 0.00621, 0.04557, -0.01028, -0.067838, 0.017469, 0.02709, 0.021054, -0.104883, 0.044826, 0.052111, -0.013974, 0.082691, 0.042451, -0.091177, 0.172975, -0.025426, 0.085768, 0.005615, -0.008208, 0.002069, 0.111827, 0.050572, 0.016469, -0.126595, -0.088877, -0.12838, -0.08071, 0.03671, -0.018032, -0.038984, -0.020461, 0.030899, -0.079472, -0.070969, 0.044349, -0.002225, -0.043292, -0.101305, -0.08756, 0.033004, 0.071271, -0.121228, 0.100714, -0.023613, -0.045195, 0.073092, -0.106158, 0.018283, 0.111648, 0.063016, 0.064331, -0.017619, -0.056043, 0.032435, -0.073317, 0.026684, 0.043008, 0.074245, 0.068141, -0.026749, 0.06317, -0.048004, 0.003277, 0.069965, -0.02288, 0.112953, 0.028264, -0.088559, 0.058999, 0.012067, -0.050703, 0.119282, 0.001081, 0.057526, 0.002373, -0.065835, -0.016384, 0.085789]
        },
        {
          "name": "onebusaway_get_schedule_for_route",
          "description": "Full-day schedule for a route — all trips, stop sequences, and departure times for the specified date (defaults to today). Returns up to all trips for the route. For live predictions, use onebusaway_get_arrivals at specific stops instead.",
          "embedding": [-0.03539, -0.068702, 0.108868, -0.003031, 0.116019, 0.057245, 0.05661, 0.105734, -0.048726, -0.061029, -0.075265, -0.041172, -0.073822, -0.013522, -0.026711, -0.095515, -0.048135, -0.105848, 0.028104, -0.097976, 0.040294, 0.112629, 0.123364, 0.027861, 0.011327, -0.053466, -0.047128, 0.080887, 0.011198, 0.010292, -0.079655, 0.033014, 0.031014, -0.0134, 0.044091, 0.01202, 0.056055, -0.054411, 0.049341, -0.056053, -0.048497, -0.039014, -0.014735, 0.036777, 0.024526, -0.04518, -0.124826, 0.05339, -0.072742, -0.056828, -0.137912, 0.036323, -0.034236, 0.045799, 0.063221, 0.073583, 0.066037, -0.11773, -0.057399, -0.03814, -0.055599, 0.039307, 0.024658, -0.038591, 0.138322, -0.140837, -0.045112, -0.020933, 0.148648, -0.019678, -0.018175, -0.001193, 0.046024, 0.030528, 0.027522, -0.017266, -0.011401, -0.001209, -0.001965, 0.02033, 0.020295, -0.086586, 0.028018, -0.036551, 0.021662, 0.01353, -0.004094, -0.077836, -0.059386, 0.017484, -0.040896, -0.074965, -0.019834, -0.024322, 0.011736, -0.050799, -0.083394, 0.089431, -0.059535, -0.072351, -0.055456, -0.012908, 0.021935, 0.011363, -0.019571, -0.004151, -0.02492, -0.076653, -0.118283, 0.018212, -0.037468, 0.005471, -0.008503, 0.083559, -0.018658, 0.043911, -0.013613, 0.040201, -0.120297, -0.04179, 0.014648, 0.025426, 0.009153, -0.026739, -0.027861, -0.01708, 0.087152, -0.114395, 0.00104, -0.041427, -0.035641, -0.006211, 0.055814, 0.054565, -0.017215, 0.035541, -0.040981, -0.002183, 0.002276, -0.033278, -0.031896, -0.018117, -0.018094, -0.032993, 0.039416, -0.042664, -0.06448, -0.080797, 0.013028, 0.027857, -0.089333, 0.064043, -0.044194, -0.098026, -0.02442, -0.025986, 0.040107, 0.068187, -0.130228, -0.076322, -0.066019, 0.077395, -0.01539, -0.060409, 0.025054, 0.070766, -0.112246, 0.054414, 0.169517, -0.096407, 0.038579, -0.08239, 0.056124, -0.040165, 0.106537, -0.092938, 0.058339, 0.011274, 0.013743, 0.03992, -0.017534, -0.055381, -0.001124, 0.032724, 0.021007, -0.127793, 0.017292, 0.053093, -0.007773, 0.098704, 0.048089, -0.092623, 0.165248, -0.048393, 0.065131, 0.016199, -0.010734, 0.003771, 0.096183, 0.060013, 0.029737, -0.152417, -0.091132, -0.130527, -0.10264, 0.048674, -0.003958, -0.07454, -0.027508, 0.009487, -0.090461, -0.07095, 0.045403, -0.012411, -0.028451, -0.096026, -0.076401, 0.024927, 0.048159, -0.10245, 0.106311, -0.008478, -0.044145, 0.055036, -0.118679, 0.031509, 0.074291, 0.042048, 0.053792, -0.007552, -0.058762, 0.015809, -0.081659, 0.02606, 0.049307, 0.072973, 0.068747, -0.054215, 0.057435, -0.07228, 0.028364, 0.05869, -0.039602, 0.11825, 0.028389, -0.069899, 0.045111, 0.040023, -0.051683, 0.095504, -0.01666, 0.028276, -0.023184, -0.060718, -0.004806, 0.09343]
        }
      ],
      "embedding": [0.004192, -0.050759, 0.097845, -0.012687, 0.102938, 0.088131, 0.029663, 0.103743, -0.059071, -0.071024, -0.089828, -0.028717, -0.059449, -0.034365, -0.017869, -0.089726, -0.068476, -0.09923, 0.029351, -0.121309, 0.029752, 0.093391, 0.097393, 0.032819, -0.024913, -0.049276, -0.05746, 0.087957, 0.002453, 0.053117, -0.101257, 0.078863, 0.04374, -0.051635, 0.017215, -0.013386, 0.082944, -0.038682, 0.073061, -0.063002, -0.07138, -0.077713, -0.007283, 0.068156, 0.015578, -0.035144, -0.112716, 0.057162, -0.063213, -0.028089, -0.154389, 0.025136, -0.046469, 0.079097, 0.044553, 0.103822, 0.065309, -0.142901, -0.019137, -0.042238, -0.003983, 0.034902, 0.040897, -0.044763, 0.127937, -0.133102, -0.036167, -0.02362, 0.130474, 0.003799, 0.025644, 0.033137, 0.022983, 0.013884, 0.028918, -0.025697, 0.004862, 0.003519, -0.016356, 0.045145, 0.015446, -0.078091, 0.035996, -0.009673, -0.001967, 0.002035, 0.054066, -0.04482, -0.035095, 0.038029, -0.034323, -0.061135, -0.042131, -0.002114, 0.01458, -0.015332, -0.078998, 0.062608, -0.079802, -0.034847, -0.046542, 0.007859, 0.076397, 0.012572, -0.017064, 0.001585, -0.006159, -0.054552, -0.11895, -0.001431, -0.019288, 0.024236, -0.01936, 0.08449, -0.011677, 0.0662, -0.012331, 0.059329, -0.125047, 0.008617, 0.044139, 0.057214, -0.023364, -0.001639, -0.00444, -0.022621, 0.087657, -0.083818, -0.016056, -0.025295, -0.033734, 0.029679, 0.070182, 0.046529, -0.003599, 0.025502, -0.060412, -0.034787, -0.006865, -0.015421, -0.025583, -0.002866, 0.001142, -0.004017, 0.047012, -0.025117, -0.101687, -0.079356, -0.020398, 0.023983, -0.092762, 0.048091, -0.010153, -0.067732, -0.056651, -0.023574, 0.087841, 0.067681, -0.118152, -0.056813, -0.082638, 0.049098, -0.024231, -0.064984, 0.038052, 0.055213, -0.12952, 0.053142, 0.126345, -0.080336, 0.017153, -0.108357, 0.061613, 0.00235, 0.091868, -0.072604, 0.101631, 0.027119, 0.020516, 0.046151, -0.020795, -0.053261, -0.021034, 0.059693, -0.011673, -0.077319, 0.062955, 0.069316, -0.014106, 0.044855, 0.028656, -0.110327, 0.125643, -0.055584, 0.076449, 0.000755, -0.010835, 0.010519, 0.090964, 0.054334, 0.02432, -0.129906, -0.066491, -0.133193, -0.097694, 0.040437, -0.009243, -0.021413, -0.036482, 0.029763, -0.075977, -0.085921, 0.055512, -0.024716, 0.009151, -0.107949, -0.105425, -0.00782, 0.065969, -0.098393, 0.148822, -0.004276, -0.005502, 0.075459, -0.106887, 0.050568, 0.089804, 0.038474, 0.078045, -0.030774, -0.027268, 0.065748, -0.083823, 0.01058, 0.052304, 0.107072, 0.045102, -0.047168, 0.084645, -0.047528, 0.02564, 0.023408, -0.069538, 0.099232, 0.043603, -0.112725, 0.038213, 0.024129, -0.041117, 0.079047, -0.072428, 0.033954, 0.005851, -0.086835, 0.003208, 0.056876]
    },
    {
      "name": "open-meteo-mcp-server",
      "displayName": "Open Meteo",
      "description": "Geocode places, fetch global weather forecasts, ERA5 historical climate, marine conditions, air quality, and terrain elevation via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://open-meteo.caseyjhand.com/mcp",
      "npm": "@cyanheads/open-meteo-mcp-server",
      "github": "https://github.com/cyanheads/open-meteo-mcp-server",
      "version": "0.1.1",
      "auth": "none",
      "keywords": [
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "weather",
        "open-meteo",
        "forecast",
        "climate",
        "era5",
        "marine",
        "air-quality",
        "geocoding",
        "elevation"
      ],
      "tools": [
        {
          "name": "openmeteo_geocode",
          "description": "Resolve a place name to ranked coordinate matches with country, region, elevation, timezone, and population. Required prerequisite for name-based queries — all weather tools take latitude/longitude, not place names. Returns up to 10 matches ranked by population/relevance; use country or admin1 to disambiguate when multiple cities share a name.",
          "embedding": [0.018431, 0.006796, 0.144519, 0.019043, 0.085552, 0.132622, 0.072784, 0.096349, -0.029019, -0.060745, -0.09089, -0.048544, -0.080829, -0.024689, 0.021591, 0.033939, 0.021542, -0.017268, -0.002143, -0.055558, 0.030492, 0.037119, 0.06164, -0.040057, -0.033951, -0.073255, -0.052356, 0.016379, -0.05044, 0.105166, -0.095813, 0.056062, -0.063269, 0.006664, -0.024774, 0.05248, 0.051246, 0.036319, -0.045461, -0.143966, -0.018461, -0.134614, 0.033147, 0.091457, 0.036116, 0.026682, -0.122307, 0.068422, -0.021784, 0.039841, -0.131526, 0.008858, 0.032106, 0.122694, -0.002892, -0.050084, 0.039104, -0.171656, 0.064043, 0.070045, 0.006392, -0.026902, -0.000737, -0.031817, 0.039138, 0.000162, -0.131557, -0.083938, -0.00292, 0.015191, -0.009628, 0.084994, 0.02739, 0.08191, -0.013324, -0.062273, -0.055254, 0.078308, -0.004776, 0.0709, -0.095393, -0.058803, -0.006172, -0.058665, -0.080228, -0.027504, 0.037246, -0.055314, -0.049053, 0.089528, 0.097026, -0.073304, -0.028456, 0.032873, 0.050995, -0.08285, -0.094416, 0.045731, -0.017696, -0.026046, -0.065099, 0.040585, 0.03027, 0.011751, -0.012885, -0.022008, 0.046029, -0.081185, -0.013188, 0.092294, -0.033139, 0.036903, -0.006353, 0.0281, 0.028997, 0.065013, 0.051204, 0.014065, -0.055336, -0.000725, 0.037167, 0.05968, -0.01085, 0.019745, 0.024698, 0.034467, 0.106839, -0.000448, -0.011647, 0.079919, 0.018741, 0.033184, 0.005313, 0.024624, 0.011067, -0.070112, -0.083802, -0.049533, 0.021037, 0.010479, -0.041103, 0.008648, -0.109316, 0.032894, -0.017113, 0.083247, -0.068708, -0.02141, 0.086029, 0.145658, 0.003034, 0.049836, 0.017238, -0.06261, -0.014978, 0.121543, 0.037474, 0.036485, -0.057443, -0.003862, 0.050517, 0.025186, -0.063786, 0.010727, 0.07187, 0.016319, 0.079647, 0.055793, 0.059609, -0.030026, -0.025513, -0.066937, 0.046478, 0.063644, 0.045294, -0.005079, 0.175096, 0.080234, 0.029794, 0.013194, -0.01597, 0.002805, -0.030478, -0.007798, 0.079223, -0.046134, 0.11554, -0.001254, -0.008167, 0.018743, -0.074903, -0.105471, 0.097071, -0.115812, -0.018089, -0.049876, -0.028358, 0.102453, 0.063889, 0.065099, 0.079467, -0.04997, 0.18439, 0.047695, -0.134126, -0.075183, -0.006159, -0.047056, -0.02379, -0.051577, -0.052822, -0.067174, -0.0805, -0.024905, -0.016933, 0.021051, -0.091959, -0.023947, 0.053094, 0.025736, 0.081966, -0.060785, -0.006194, 0.048355, -0.027666, 0.099628, 0.09182, 0.0415, 0.048252, -0.129605, 0.016164, 0.14289, 0.02837, -0.009468, 0.037331, -0.010766, 0.106044, -0.033025, 0.049124, 0.002556, 0.056462, 0.034468, -0.059551, 0.012979, -0.00129, -0.100696, 0.108585, -0.053938, -0.029202, 0.055062, -0.043898, 0.027778, 0.002777, -0.039475, -0.06734, 0.045055]
        },
        {
          "name": "openmeteo_get_elevation",
          "description": "Terrain elevation from the Copernicus Digital Elevation Model (~90m resolution) for one or more coordinate pairs. Accepts up to 100 pairs per call. Useful for geographic context, elevation-adjusted weather interpretation, or route planning.",
          "embedding": [0.029464, 0.048227, 0.141731, 0.006101, 0.110296, 0.073474, 0.07789, 0.041564, -0.031701, 0.01187, -0.002391, -0.044083, -0.055202, -0.077394, -0.008555, -0.007342, -0.076501, -0.035382, -0.072979, -0.070889, -0.038559, -0.000084, 0.036247, 0.01721, -0.105315, -0.038121, -0.006768, 0.017294, -0.011428, 0.083759, -0.100461, 0.020859, -0.022722, -0.027858, 0.076167, 0.116633, 0.020388, 0.005601, -0.152272, -0.106114, 0.067882, -0.032593, -0.04552, 0.105821, -0.010778, -0.00345, -0.070042, 0.022624, -0.044009, 0.035299, -0.110898, 0.033599, -0.063508, 0.071607, 0.036991, 0.000835, 0.046301, -0.078661, 0.100496, 0.00179, 0.001647, -0.088634, 0.004066, -0.08024, -0.019749, -0.040058, -0.123344, -0.085802, 0.019158, 0.038757, -0.044819, 0.093965, 0.04242, 0.069368, -0.094412, -0.153287, -0.047234, 0.093791, 0.054916, -0.052566, -0.02028, -0.02994, 0.023465, -0.043345, -0.071683, 0.014586, 0.017898, -0.03576, -0.040729, 0.053733, 0.104118, -0.114264, -0.079661, -0.053997, 0.106992, -0.013491, -0.087968, -0.006825, 0.020495, -0.074463, 0.00977, 0.063779, 0.026496, -0.014282, -0.06185, 0.029354, 0.008128, -0.133501, -0.043636, 0.054017, -0.025523, 0.020986, -0.021697, 0.003442, -0.042592, 0.053994, 0.076577, 0.073023, -0.045047, 0.007317, -0.036596, 0.04758, -0.026632, 0.005634, 0.006833, 0.020507, 0.124295, -0.023545, 0.030024, 0.039579, -0.055767, -0.00381, 0.045197, -0.032002, -0.009288, -0.074152, 0.047244, -0.038953, 0.043338, 0.054343, -0.108091, -0.009913, -0.045706, 0.029136, -0.03734, 0.077541, -0.039702, 0.009238, 0.031513, 0.1701, -0.038699, 0.068113, -0.028788, -0.041889, 0.020115, 0.059032, 0.066289, 0.075205, -0.053544, -0.015077, 0.108435, -0.003872, -0.060413, 0.009045, 0.070626, 0.059823, 0.004478, 0.035747, 0.047875, -0.037898, 0.008415, -0.091866, -0.007329, 0.066867, 0.061497, -0.047166, 0.127284, 0.061093, 0.07404, -0.051489, -0.018308, 0.00354, -0.017374, 0.000054, 0.14067, -0.062112, 0.104756, 0.014629, -0.026348, -0.000338, -0.032195, -0.144011, 0.091288, -0.088458, 0.000868, -0.001152, -0.013606, 0.03644, 0.064052, 0.09467, 0.111792, 0.002946, 0.163438, 0.099837, -0.004156, -0.002579, 0.038948, -0.084107, 0.028345, -0.020996, -0.110471, -0.071285, -0.075527, -0.023851, -0.037591, 0.053655, -0.055017, -0.0693, 0.000881, -0.039184, 0.054069, -0.029516, -0.033684, 0.060483, 0.009827, 0.097199, 0.036002, 0.111485, 0.016298, -0.046523, -0.06468, 0.092112, -0.049144, -0.026051, 0.042423, 0.028716, 0.064039, -0.046352, 0.040758, -0.068537, 0.021144, 0.01734, -0.046865, -0.032782, 0.002686, -0.150026, 0.093441, 0.026697, -0.007706, 0.034278, -0.033277, 0.115309, -0.007724, -0.108197, -0.11759, 0.047935]
        },
        {
          "name": "openmeteo_get_forecast",
          "description": "Weather forecast for coordinates: hourly and/or daily variables for up to 16 days ahead, with optional past_days (up to 92) for recent history. Use past_days instead of openmeteo_get_historical for dates within the last 1–5 days, since ERA5 has a variable lag. Returns per-timestamp records — each hourly entry contains a \"time\" field (ISO 8601) plus one key per requested variable; each daily entry contains a \"time\" field (YYYY-MM-DD) plus requested variables. Common hourly variables: temperature_2m, precipitation, wind_speed_10m, relative_humidity_2m, cloud_cover, uv_index, apparent_temperature, precipitation_probability, weather_code, surface_pressure, visibility, wind_direction_10m, wind_gusts_10m, dew_point_2m. Common daily variables: temperature_2m_max, temperature_2m_min, precipitation_sum, wind_speed_10m_max, sunrise, sunset, uv_index_max, precipitation_hours, weather_code. At least one of hourly_variables or daily_variables is required.",
          "embedding": [0.049473, 0.030214, 0.153924, 0.020987, 0.170916, 0.061045, 0.095271, 0.071439, -0.005951, -0.046214, -0.023558, -0.021787, -0.085224, 0.002753, -0.028717, -0.034551, -0.042564, -0.046868, -0.004862, -0.054376, 0.042199, 0.036692, 0.042994, -0.00018, -0.041918, -0.10943, -0.040994, 0.04226, -0.100901, 0.053176, -0.102269, 0.068659, -0.04215, -0.028527, 0.028041, 0.111866, 0.104059, 0.055747, 0.024519, -0.046798, 0.033566, -0.019831, -0.017727, 0.085741, 0.051084, -0.024826, -0.064724, 0.060318, 0.032817, 0.043949, -0.11689, 0.042668, -0.052034, 0.097831, 0.048453, 0.058964, -0.002044, -0.036036, -0.021951, 0.037771, -0.001533, -0.056379, -0.017086, -0.05113, 0.076427, -0.033943, -0.142367, -0.073232, 0.086616, 0.004758, 0.008144, 0.061306, -0.018538, 0.099635, -0.021393, -0.130996, -0.035708, 0.059212, 0.019238, 0.040224, 0.014466, -0.064539, 0.014427, -0.108325, -0.073664, 0.035463, 0.036292, -0.012434, -0.046479, 0.112791, 0.092227, -0.071453, 0.035368, 0.030557, -0.020371, -0.086785, -0.085855, 0.054122, -0.020405, -0.057045, -0.091122, 0.006491, -0.013768, -0.002238, -0.015498, 0.005788, 0.0007, -0.157161, -0.017483, 0.05584, -0.05304, 0.115682, -0.000949, 0.035599, 0.017865, 0.031941, 0.05743, 0.049973, -0.039657, -0.060662, -0.049035, -0.006526, 0.010147, -0.033931, 0.039601, 0.02485, 0.112736, -0.010896, 0.085959, -0.054171, 0.018405, -0.059071, 0.020372, -0.029897, -0.035521, 0.008017, -0.051283, -0.014241, 0.062355, 0.017141, -0.071717, 0.016736, -0.086926, 0.020826, 0.00579, 0.070107, -0.043878, -0.054931, -0.000108, 0.144308, -0.017022, 0.036459, -0.009528, -0.066594, -0.038373, 0.06438, 0.025064, 0.104694, -0.076668, -0.069691, 0.118215, 0.124055, -0.063208, 0.0035, 0.104356, 0.050958, 0.046185, 0.055915, 0.100822, 0.01586, -0.012511, -0.054139, 0.056773, 0.086656, 0.037089, 0.036329, 0.145196, 0.060842, 0.08496, -0.049221, -0.061097, -0.007867, -0.031216, 0.03326, 0.129507, -0.067344, 0.005502, 0.018789, -0.026723, -0.018603, -0.057222, -0.128464, 0.106788, -0.078356, 0.003963, 0.032276, 0.004807, 0.096907, 0.094815, 0.09881, 0.11454, -0.019461, 0.101875, 0.019121, -0.080946, -0.052022, 0.116612, -0.058866, -0.016136, 0.010819, -0.134771, -0.030373, -0.01194, -0.020489, -0.015709, -0.001143, -0.013806, -0.087675, 0.010177, -0.007474, 0.026533, -0.044349, 0.012924, 0.023401, -0.010934, 0.039517, 0.061816, 0.064076, 0.031469, -0.139807, -0.00661, 0.058602, 0.002047, 0.015598, -0.032201, 0.000814, 0.013819, 0.013059, 0.002101, -0.043591, 0.064113, 0.059792, 0.02355, 0.023553, -0.014168, -0.115143, 0.095931, -0.032311, -0.082101, 0.093605, -0.006178, 0.068095, -0.018995, -0.096922, -0.134075, 0.07137]
        },
        {
          "name": "openmeteo_get_historical",
          "description": "Historical weather from the ERA5 reanalysis archive (1940–present). Requires start_date and end_date (ISO 8601 date, e.g., \"2024-07-01\"). ERA5 has a variable lag of up to ~5 days — for dates within the last week, use openmeteo_get_forecast with past_days instead. Uses the same variable names as the forecast API for direct comparison. Large date ranges (multi-year hourly) produce thousands of records — these spill to DataCanvas for SQL querying when canvas is enabled. At least one of hourly_variables or daily_variables is required.",
          "embedding": [0.016215, 0.001749, 0.091816, -0.01698, 0.133078, 0.061696, 0.086156, 0.083745, 0.009022, -0.048018, 0.008762, 0.005693, -0.114456, 0.061479, 0.003506, -0.058061, -0.051186, -0.059029, -0.00136, -0.04922, 0.018511, 0.06652, 0.051236, 0.008996, -0.056866, -0.065776, -0.032363, 0.034783, -0.055369, 0.045653, -0.106337, 0.035499, -0.043384, -0.021294, 0.015871, 0.126082, 0.095098, 0.028195, -0.003728, -0.025203, 0.012508, -0.023371, 0.051566, 0.058204, 0.055777, 0.029984, -0.069219, 0.039104, -0.013821, 0.088549, -0.143146, 0.086189, -0.032508, 0.096371, 0.015248, 0.044131, 0.034625, -0.028463, -0.020703, 0.034195, 0.052487, -0.049117, -0.030278, -0.100939, 0.074674, -0.042431, -0.122304, -0.061429, 0.042084, 0.008187, -0.011587, 0.072549, -0.004791, 0.117241, -0.006154, -0.109924, -0.066632, 0.09781, 0.04442, 0.03071, 0.022632, -0.035625, 0.019461, -0.101867, -0.066826, 0.062265, 0.051341, -0.016086, -0.08226, 0.060901, 0.105967, -0.074423, 0.054685, 0.031812, -0.001843, -0.087922, -0.090612, 0.048839, 0.00059, -0.090362, -0.094291, -0.012501, -0.068376, -0.001695, -0.016656, -0.001717, 0.008806, -0.089098, -0.048899, 0.026103, 0.011725, 0.166624, -0.066925, 0.043455, -0.004942, 0.030699, 0.052121, 0.017712, -0.052519, -0.017472, -0.016478, 0.036763, -0.001112, -0.045537, 0.025477, 0.055924, 0.111821, 0.005515, 0.044841, -0.020141, 0.037458, -0.004749, 0.005644, -0.037536, -0.028259, -0.003968, -0.080653, -0.019155, 0.008984, 0.01849, -0.088476, -0.019775, -0.087276, 0.035428, 0.000386, 0.070629, -0.059593, -0.039222, -0.005892, 0.12205, -0.038414, 0.019997, 0.006487, -0.06169, -0.076639, 0.054677, 0.007954, 0.109669, -0.098103, -0.052641, 0.128369, 0.078879, -0.054402, 0.002417, 0.109189, 0.021168, 0.015849, 0.044478, 0.039896, 0.003535, -0.024011, -0.052798, 0.039046, 0.073977, 0.032643, 0.052217, 0.171966, 0.087577, 0.093857, -0.015466, -0.050312, -0.025998, -0.0185, 0.019239, 0.139229, -0.032176, 0.004067, 0.020401, -0.013464, -0.002635, -0.049466, -0.148733, 0.105141, -0.082644, 0.024782, 0.049169, 0.031583, 0.112249, 0.071351, 0.084038, 0.102426, -0.034985, 0.11313, -0.009037, -0.050577, -0.095483, 0.120125, -0.045921, 0.017784, 0.010161, -0.134019, -0.064397, -0.043441, -0.033845, 0.011067, 0.011389, -0.002865, -0.090179, -0.024337, -0.023401, 0.044124, -0.065452, 0.018413, 0.019831, 0.000152, 0.020714, 0.080926, 0.062703, 0.076082, -0.151047, 0.056716, 0.073723, -0.032872, 0.030447, 0.007404, 0.002687, 0.015724, -0.024196, 0.023679, -0.012085, 0.101857, 0.042619, 0.036588, 0.04428, 0.006683, -0.116227, 0.09954, -0.008705, -0.0672, 0.037894, -0.024313, 0.058874, -0.041179, -0.085127, -0.163459, 0.076451]
        },
        {
          "name": "openmeteo_get_marine",
          "description": "Marine weather forecast for a coastal or ocean coordinate: wave height, wave period, wave direction, wind-wave height, swell height, sea-surface temperature. Forecast horizon up to 7 days. Returns per-timestamp records — each entry contains a \"time\" field plus one key per requested variable. Best for open-ocean and coastal exposed points — sheltered inland waters return near-zero wave values. Common hourly variables: wave_height, wave_direction, wave_period, wind_wave_height, wind_wave_direction, wind_wave_period, swell_wave_height, swell_wave_direction, swell_wave_period. Common daily: wave_height_max, wave_direction_dominant, wave_period_max. Note: ocean_current_velocity is null for non-open-ocean coordinates.",
          "embedding": [0.010153, -0.00936, 0.150889, -0.018147, 0.133195, 0.05662, 0.05105, 0.047624, -0.034701, 0.006533, -0.004183, -0.007858, 0.021598, -0.034323, -0.033704, -0.069187, -0.027581, -0.021787, -0.007391, -0.123661, -0.025761, 0.036349, 0.0486, -0.016643, -0.053239, -0.125114, -0.014117, 0.054351, -0.088995, 0.032677, -0.122084, 0.074759, -0.11688, -0.020137, 0.028566, 0.097874, 0.06745, 0.048515, -0.067041, -0.043897, -0.003037, -0.004575, -0.017738, 0.039098, 0.031901, 0.013136, -0.070587, 0.025786, -0.000751, 0.087334, -0.069648, 0.016057, -0.05171, 0.110904, 0.043299, 0.011779, 0.030055, -0.043587, 0.009441, -0.043912, 0.020312, -0.087112, -0.02894, -0.016573, 0.074919, -0.056632, -0.144089, -0.162357, 0.005583, 0.016089, 0.0084, 0.124649, 0.003232, 0.012366, -0.011619, -0.068385, -0.024568, 0.077976, 0.044078, -0.01936, 0.030129, -0.048923, 0.02735, -0.096829, -0.123242, 0.008902, 0.077361, -0.002591, -0.074773, 0.13487, 0.159393, -0.108113, 0.028657, 0.020346, -0.010678, -0.052562, -0.113895, 0.069459, -0.054603, -0.10443, -0.092722, 0.014165, 0.007351, 0.050234, -0.036411, -0.018231, -0.003911, -0.144088, -0.039446, 0.023753, -0.065954, 0.05889, -0.043132, -0.023242, 0.024395, 0.012847, 0.045103, 0.049498, -0.032643, -0.078336, -0.073036, 0.030313, -0.005436, -0.023451, 0.031639, 0.005218, 0.101072, 0.028324, 0.023434, -0.069335, 0.013728, 0.001657, -0.016119, -0.015174, -0.063472, 0.022721, -0.034028, 0.019252, 0.070676, 0.003195, -0.104285, -0.003024, -0.055198, -0.024618, -0.002233, 0.039156, -0.045484, -0.057626, -0.029304, 0.117972, 0.009309, 0.069708, -0.014643, -0.087239, 0.001208, 0.031081, 0.085869, 0.070645, -0.05901, -0.051933, 0.103494, 0.100852, -0.050155, -0.017596, 0.04702, 0.045024, 0.03346, 0.086768, 0.080435, -0.018563, 0.040604, -0.078761, 0.074926, 0.128135, 0.060441, -0.000787, 0.135733, 0.038008, 0.11482, -0.052686, -0.005794, 0.010372, -0.01584, 0.032061, 0.075898, -0.092476, -0.024502, 0.048132, 0.017205, -0.011443, -0.028984, -0.110092, 0.075312, -0.080853, 0.032792, -0.014246, -0.049032, 0.080694, 0.061065, 0.078182, 0.08694, 0.026282, 0.106142, 0.062836, -0.113324, -0.0318, 0.057888, -0.031961, 0.001806, 0.016537, -0.129505, -0.010103, 0.005942, -0.029346, 0.011103, -0.007418, -0.042223, -0.10456, 0.00994, -0.051966, 0.035834, -0.035878, -0.02729, 0.053104, -0.023697, 0.009782, 0.020696, 0.102121, 0.052391, -0.049962, 0.029256, 0.096009, 0.002417, 0.016391, -0.005126, 0.083673, 0.053538, 0.01974, 0.051363, -0.007255, 0.054495, 0.030502, -0.026412, 0.001029, -0.025416, -0.070854, 0.14183, -0.064412, -0.084994, 0.136328, 0.026441, 0.096124, 0.010706, -0.126743, -0.115633, 0.026546]
        },
        {
          "name": "openmeteo_get_air_quality",
          "description": "Modeled CAMS (Copernicus Atmosphere Monitoring Service) air quality forecast: PM2.5, PM10, nitrogen dioxide, sulphur dioxide, ozone, carbon monoxide, dust, pollen, and European/US AQI indices. This is modeled grid data, not measured station readings — for measured data, use openaq-mcp-server. Forecast only (no historical archive). Common variables: pm2_5, pm10, carbon_monoxide, nitrogen_dioxide, sulphur_dioxide, ozone, dust, european_aqi, us_aqi, alder_pollen, birch_pollen, grass_pollen, mugwort_pollen, olive_pollen, ragweed_pollen.",
          "embedding": [0.021962, -0.011, 0.108671, -0.029518, 0.119258, -0.009818, 0.093863, 0.147846, -0.048345, -0.048904, -0.008044, -0.030718, -0.083948, -0.030733, 0.032022, 0.025725, -0.063923, 0.084653, 0.00278, -0.08011, 0.067443, -0.021709, -0.00721, -0.011869, -0.030575, -0.075031, 0.01813, 0.073413, -0.024218, 0.006373, -0.121098, 0.129909, -0.045325, -0.028163, 0.011871, 0.135495, 0.060994, 0.059229, -0.042646, -0.038241, 0.000075, -0.005289, -0.01291, 0.034098, -0.021977, -0.022604, 0.014925, 0.055166, -0.005538, 0.004141, -0.034442, 0.054283, 0.016529, 0.123748, -0.004495, -0.029574, 0.11157, -0.030784, -0.038524, 0.025668, 0.016452, -0.125294, -0.046353, -0.081169, 0.009348, -0.044184, -0.130603, -0.065985, 0.087828, 0.031091, -0.02384, 0.111691, 0.038987, 0.024492, 0.006122, -0.127149, -0.032676, 0.034271, -0.024804, 0.046657, -0.036305, -0.014971, 0.042694, -0.081532, -0.118188, 0.019792, 0.043264, -0.009788, -0.069706, 0.18119, 0.083951, -0.051016, -0.044283, 0.019171, 0.093351, -0.011023, -0.025234, -0.033617, -0.073478, -0.097241, -0.012172, 0.069195, 0.060661, 0.007968, 0.003094, -0.011137, 0.073462, -0.132561, -0.026377, 0.120055, 0.049304, 0.079951, -0.011517, 0.036123, -0.00787, 0.050677, -0.001288, 0.004678, 0.05569, 0.030481, -0.058743, 0.005428, -0.03875, -0.053525, 0.00207, 0.051103, 0.088163, -0.015465, 0.001128, -0.000973, -0.015708, 0.019943, -0.034451, 0.015343, 0.004832, -0.061453, -0.050812, -0.015979, 0.06168, 0.066412, -0.052149, 0.028373, -0.024372, -0.008412, 0.014797, 0.066463, -0.093059, -0.000037, 0.034924, 0.121193, -0.081429, 0.035291, 0.040928, -0.089407, -0.012784, -0.005807, 0.094553, 0.019033, -0.036423, -0.066799, 0.097846, 0.054144, -0.033997, -0.01405, 0.043768, 0.036525, -0.031627, 0.06288, 0.085577, -0.027378, 0.019761, -0.093685, 0.032215, -0.033531, 0.037625, -0.060934, 0.144517, 0.052887, 0.114498, -0.002106, -0.005545, 0.020545, -0.043782, -0.001779, 0.124453, -0.06644, 0.097359, 0.008801, -0.008836, -0.024997, -0.050053, -0.105281, 0.138423, -0.061614, 0.032565, -0.005044, 0.048705, 0.018489, 0.076734, 0.085552, 0.05936, -0.042939, 0.101105, 0.004867, -0.034869, -0.045656, -0.003945, -0.075194, 0.004502, -0.028993, -0.135112, -0.105613, -0.03735, -0.001333, 0.017413, -0.008101, -0.134026, -0.072551, 0.013962, -0.004369, 0.067663, -0.085644, 0.046474, 0.080223, -0.030013, 0.042269, 0.131576, 0.047771, 0.064668, -0.07694, 0.010605, 0.080934, 0.010315, 0.014698, -0.076403, 0.086336, 0.063819, 0.01602, 0.065334, -0.06785, 0.105007, 0.071206, -0.076556, -0.016161, -0.017806, -0.124452, 0.040429, -0.03548, -0.072895, 0.080089, -0.042074, 0.098229, 0.045346, -0.106363, -0.103543, 0.032725]
        }
      ],
      "embedding": [0.067416, -0.007602, 0.13489, -0.033384, 0.145367, 0.063991, 0.092718, 0.082614, -0.013398, -0.01527, -0.045652, -0.041887, -0.084168, -0.046088, -0.027325, -0.027365, -0.065192, -0.065066, -0.060129, -0.085245, 0.029737, 0.022303, 0.029235, 0.023544, -0.074743, -0.092334, 0.017909, 0.062683, -0.049675, 0.060648, -0.076475, 0.068467, -0.03635, -0.014548, 0.042825, 0.07971, 0.081025, 0.01704, -0.088793, -0.057123, -0.031317, -0.065705, 0.009108, 0.072212, 0.012024, 0.028006, -0.099577, 0.055056, -0.040446, 0.068195, -0.127726, 0.064924, -0.008549, 0.073795, 0.035279, 0.031342, 0.080206, -0.086591, 0.066475, 0.017628, 0.06642, -0.082872, -0.03061, -0.068199, 0.037191, -0.088126, -0.144355, -0.119565, 0.025872, 0.02861, -0.012213, 0.132346, 0.032275, 0.061322, 0.008706, -0.090663, -0.075227, 0.096129, -0.006647, 0.010341, -0.005087, -0.042511, 0.02329, -0.02419, -0.108679, 0.008545, 0.082021, -0.021625, -0.074498, 0.061318, 0.106794, -0.090454, -0.033455, 0.007879, 0.084232, 0.004074, -0.094512, -0.029922, -0.002937, -0.067785, -0.10737, 0.040005, 0.030052, 0.000361, -0.04086, 0.021713, 0.026271, -0.067686, -0.067607, 0.072417, -0.011714, 0.101234, -0.045024, 0.014361, -0.019626, 0.066064, 0.027328, 0.03693, -0.05277, -0.033624, 0.02093, 0.055251, -0.020118, 0.013672, 0.050783, 0.013843, 0.076901, 0.013858, 0.072236, -0.021541, 0.017087, 0.011873, 0.003723, -0.00114, -0.028682, 0.008689, -0.101763, -0.069168, -0.00669, 0.024309, -0.096868, 0.015587, -0.113323, -0.001809, -0.024378, 0.040641, -0.111172, -0.018691, 0.007023, 0.110059, -0.024361, 0.018796, 0.055693, -0.024777, -0.042181, 0.097852, 0.077972, 0.08108, -0.056865, -0.032622, 0.107761, 0.003482, -0.103287, -0.06467, 0.054107, 0.017107, -0.0138, 0.059849, 0.00611, -0.058962, 0.016747, -0.09901, 0.080623, 0.038469, 0.042358, 0.006032, 0.149423, 0.080839, 0.074367, -0.036479, -0.041682, 0.014089, -0.017642, 0.007833, 0.065376, -0.042253, 0.104233, 0.029077, 0.020762, 0.021766, -0.096049, -0.116639, 0.134739, -0.081376, -0.002688, -0.000018, -0.032143, 0.05753, 0.086247, 0.101316, 0.066389, -0.005384, 0.144531, 0.031343, -0.056501, -0.066483, 0.0551, -0.005175, 0.035893, -0.000464, -0.079584, -0.03568, -0.022204, -0.007474, -0.007462, -0.022352, -0.13298, -0.045126, 0.009101, -0.035767, 0.071345, -0.02958, 0.044655, 0.073074, 0.001107, 0.06951, 0.091277, 0.072847, 0.085581, -0.088427, 0.008692, 0.099044, -0.011059, 0.036523, -0.015217, 0.077891, 0.050775, 0.023017, 0.010929, -0.049514, 0.094977, 0.032335, -0.025062, 0.00174, 0.009845, -0.172567, 0.123074, -0.005263, -0.044447, 0.007729, -0.039064, 0.08912, 0.015289, -0.097969, -0.05678, 0.030577]
    },
    {
      "name": "openalex-mcp-server",
      "displayName": "OpenAlex",
      "description": "Access the OpenAlex academic research catalog - 270M+ publications through MCP. STDIO & Streamable HTTP.",
      "category": "research",
      "endpoint": "https://openalex.caseyjhand.com/mcp",
      "npm": "@cyanheads/openalex-mcp-server",
      "github": "https://github.com/cyanheads/openalex-mcp-server",
      "version": "0.6.16",
      "auth": "none",
      "keywords": [
        "research",
        "academic",
        "scholarly",
        "scientific papers",
        "citations",
        "authors",
        "journals",
        "institutions",
        "bibliometrics",
        "scientometrics",
        "science",
        "publications",
        "research trends",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "openalex",
        "academic-research",
        "academic-search",
        "bun",
        "citation-analysis",
        "literature-search",
        "scholarly-data",
        "scholarly-research",
        "stdio",
        "streamable-http",
        "typescript"
      ],
      "tools": [
        {
          "name": "openalex_resolve_name",
          "description": "Resolve a name or partial name to an OpenAlex ID. Returns up to 10 matches with disambiguation hints. ALWAYS use this before filtering by entity — names are ambiguous, IDs are not. Also accepts DOIs directly for quick lookup.",
          "embedding": [-0.022783, 0.120726, 0.090331, -0.016416, 0.090503, 0.043066, 0.038641, 0.063861, 0.005572, -0.030402, -0.061263, -0.045328, -0.034217, -0.061581, 0.065829, 0.086591, 0.018325, 0.020164, 0.025029, 0.018386, -0.00372, 0.034127, 0.023312, -0.078439, -0.039504, 0.014819, -0.072478, 0.001491, -0.059539, 0.027627, -0.117881, 0.045203, 0.011386, 0.044343, -0.059942, 0.01646, 0.052263, -0.055778, 0.082943, -0.079739, -0.098711, -0.130175, -0.049824, 0.007813, 0.005023, -0.004779, -0.127404, 0.054755, -0.063067, 0.103341, -0.061711, 0.033882, -0.035399, 0.065596, -0.004665, -0.033139, 0.000853, -0.120571, 0.054819, 0.056081, 0.056228, -0.02879, -0.008488, -0.019316, 0.110017, 0.018943, -0.051224, -0.078456, -0.051064, 0.047728, 0.098635, 0.068511, -0.106081, 0.007707, 0.021799, -0.068631, -0.003326, 0.050602, -0.0074, 0.052963, -0.063438, 0.046094, 0.051945, 0.042141, 0.040766, 0.033848, -0.018003, -0.094091, -0.032086, -0.013678, 0.014376, -0.082709, 0.050945, -0.025632, 0.069654, -0.053877, 0.045265, 0.012077, 0.052856, 0.034427, 0.019935, 0.067849, 0.044644, -0.030739, -0.078584, -0.005828, -0.048349, -0.083843, -0.068715, 0.045367, -0.031746, 0.071001, -0.081888, 0.053135, -0.08991, 0.162846, -0.027411, 0.082934, -0.036984, 0.107217, -0.076128, 0.141908, -0.087012, -0.028389, 0.010107, 0.027687, 0.066544, -0.008971, -0.069606, 0.026988, -0.030907, 0.002476, -0.014497, 0.032548, 0.021852, -0.025675, 0.00384, 0.01495, 0.042914, 0.030357, 0.008313, -0.050713, -0.151587, 0.043189, 0.03338, 0.105397, -0.078037, -0.057864, 0.07992, 0.101229, -0.038445, 0.104455, 0.065957, -0.083615, 0.034246, 0.075886, 0.150051, -0.038015, -0.053257, 0.008907, -0.00208, 0.098027, -0.035984, -0.056807, 0.046044, 0.014405, -0.00249, 0.059358, 0.078452, -0.010696, 0.025821, -0.028486, 0.080383, -0.037717, 0.080997, 0.060632, 0.103575, 0.051787, 0.075204, 0.017482, 0.011881, -0.069185, -0.117218, -0.022966, -0.025226, 0.049026, 0.041741, 0.008115, 0.076462, 0.016651, -0.031804, -0.0979, 0.126544, -0.012357, 0.017268, -0.00806, -0.044879, 0.113211, 0.037063, -0.004222, 0.107845, -0.029282, 0.095953, -0.04345, -0.119645, -0.03375, 0.074964, -0.033668, -0.006517, -0.04982, 0.000896, -0.154808, 0.034343, -0.100939, 0.007616, -0.045539, 0.064982, -0.029445, 0.062592, -0.035415, 0.15031, -0.080998, -0.066475, 0.038675, -0.047473, 0.117681, 0.126872, -0.039491, -0.004785, -0.065424, 0.022354, 0.032942, 0.0612, -0.020227, 0.051614, 0.017524, -0.013601, -0.07459, 0.009906, 0.016071, 0.068976, 0.069047, -0.064488, 0.061099, 0.040934, -0.11058, 0.036012, -0.017703, -0.042492, 0.023308, -0.025253, 0.028487, 0.01159, -0.162843, -0.020085, 0.050071]
        },
        {
          "name": "openalex_search_entities",
          "description": "Search, filter, sort, or retrieve by ID. Covers all OpenAlex entity types (works, authors, sources, institutions, topics, keywords, publishers, funders). Pass `id` to retrieve a single entity. Otherwise, use `query` and/or `filters` for discovery. Supports keyword search with boolean operators, exact phrase matching, and AI semantic search. Use openalex_resolve_name to resolve names to IDs before filtering. Searches return a curated set of fields by default; pass `select` to override with specific fields.",
          "embedding": [-0.012068, 0.070943, 0.109015, 0.052004, 0.073593, -0.003277, -0.004486, 0.056725, 0.000733, -0.016376, -0.085972, -0.040331, -0.067056, -0.055072, 0.108927, 0.037859, 0.001854, 0.012301, 0.010226, 0.026187, 0.069011, 0.068604, 0.022809, -0.07207, -0.029203, -0.010713, -0.04183, 0.001108, -0.116256, 0.019122, -0.096102, 0.041299, -0.013906, -0.000965, -0.051658, 0.016837, 0.032021, -0.029306, 0.062484, -0.081674, -0.079269, -0.124056, -0.050185, 0.017646, -0.009247, -0.013084, -0.158967, 0.010463, -0.086666, 0.158208, -0.051999, 0.019595, -0.004545, 0.064514, 0.025117, 0.040928, 0.02668, -0.073577, -0.027349, 0.076346, 0.040375, -0.000132, -0.00372, -0.035807, 0.161488, 0.029844, -0.097965, -0.112644, -0.075017, 0.122665, 0.11644, 0.074401, -0.046429, 0.022943, 0.011083, -0.07858, -0.034984, 0.047285, 0.010133, 0.013243, 0.015942, 0.07664, 0.070347, 0.050924, 0.042341, 0.056194, 0.000893, -0.081475, -0.036643, -0.025335, 0.005933, -0.058972, 0.019587, 0.057948, 0.062358, -0.005589, 0.042723, -0.03699, 0.03548, -0.005214, -0.021922, 0.093714, 0.050006, -0.035882, -0.085331, 0.032604, -0.039281, -0.099756, -0.051823, 0.005725, -0.031422, 0.029807, -0.14299, 0.048843, -0.027744, 0.181028, -0.003811, 0.008939, -0.03283, 0.088792, -0.034655, 0.084211, -0.073342, -0.006925, 0.030082, 0.01649, 0.023356, 0.04192, -0.044801, -0.048788, 0.055937, -0.001691, -0.006759, 0.062352, 0.008487, 0.021163, 0.001512, -0.040999, 0.003082, 0.068012, -0.008977, -0.081854, -0.133129, -0.019603, 0.01109, 0.089231, -0.048674, -0.016855, 0.028196, 0.100491, -0.07178, 0.072231, 0.103004, -0.060875, -0.011333, 0.057225, 0.087808, 0.032887, -0.015708, -0.040367, -0.030071, 0.084219, -0.053564, -0.066591, 0.032969, 0.030632, 0.023861, 0.088341, 0.028714, 0.000079, -0.022999, -0.038482, 0.107053, -0.01634, 0.120309, -0.000285, 0.102365, 0.07584, 0.044037, -0.000592, 0.003737, -0.060065, -0.12429, 0.002703, -0.007064, 0.010955, 0.03171, 0.039681, 0.120052, -0.009768, -0.02532, -0.123284, 0.149363, 0.000368, 0.053474, -0.024323, -0.05787, 0.102424, 0.014902, -0.034323, 0.092181, 0.001684, 0.057076, -0.079411, -0.080808, -0.04745, 0.041156, -0.046551, -0.007065, -0.0376, -0.054815, -0.146853, 0.04134, -0.11387, 0.016252, -0.053704, 0.025968, 0.020829, 0.073807, -0.045513, 0.140964, -0.065789, -0.034543, 0.052682, -0.100565, 0.100342, 0.103427, 0.039603, 0.075363, -0.066211, 0.009567, 0.053769, 0.077215, -0.029125, 0.048315, 0.003452, 0.008136, -0.043455, -0.028148, 0.040477, 0.059048, 0.054057, -0.037, 0.033384, 0.096841, -0.054766, 0.046842, -0.080402, -0.069069, 0.051909, -0.039388, 0.003019, -0.014412, -0.172994, -0.002056, 0.020208]
        },
        {
          "name": "openalex_analyze_trends",
          "description": "Aggregate OpenAlex entities into groups and count them. Use for trend analysis (group works by publication_year), distribution analysis (group by oa_status, type, country), and comparative analysis (group by institution or topic). Combine with filters to scope the analysis. Returns up to 200 groups per page — use cursor pagination for fields with many distinct values.",
          "embedding": [0.015177, 0.098924, 0.12282, -0.052064, 0.072614, -0.018829, -0.011136, 0.058314, -0.011256, -0.032229, -0.075268, -0.080036, -0.004457, 0.019523, 0.09883, 0.093844, 0.010552, -0.025175, 0.094221, -0.043539, 0.032307, 0.036899, 0.024156, -0.066746, -0.06917, -0.018204, 0.004245, -0.019512, -0.052337, 0.011704, -0.117131, 0.129172, -0.02424, -0.02531, 0.002099, -0.021203, 0.012237, 0.019305, 0.075, -0.058251, -0.012209, -0.081548, -0.081706, -0.030323, 0.018815, -0.008077, -0.186738, 0.029123, -0.069209, 0.197248, -0.070325, 0.082852, -0.100641, 0.011833, 0.048233, 0.02289, 0.000843, -0.09268, -0.023452, -0.001908, 0.031597, -0.063273, 0.068216, 0.009318, 0.097543, -0.003013, -0.065068, -0.039631, -0.101341, 0.084976, 0.048518, 0.06908, -0.054895, 0.074059, 0.018574, -0.089968, -0.064252, -0.009981, -0.04734, 0.023073, -0.007175, 0.104006, 0.030675, 0.02969, -0.015386, 0.031595, 0.044487, -0.082527, -0.061453, -0.00452, -0.020862, -0.099706, 0.045223, 0.07678, 0.038764, -0.001938, 0.041027, 0.046089, 0.000539, -0.05029, 0.058603, 0.096306, 0.071061, -0.10339, -0.004451, -0.007679, 0.013058, -0.097997, -0.070088, -0.024528, -0.051542, 0.047783, -0.097293, 0.057429, -0.003659, 0.104718, 0.010918, 0.035216, 0.010812, 0.050073, -0.053284, 0.080219, -0.03767, -0.031749, -0.086351, 0.009073, 0.061903, 0.021488, -0.004562, -0.062156, 0.0376, -0.041958, -0.033314, -0.012584, 0.037966, -0.030349, -0.004998, 0.015341, 0.049127, 0.102234, -0.022726, -0.029341, -0.158183, -0.011902, -0.011577, 0.059757, -0.150414, -0.007827, 0.019654, 0.085489, -0.007778, 0.004282, 0.018285, -0.082205, 0.051261, 0.052025, 0.058324, -0.015352, -0.035708, -0.002828, 0.011389, 0.078948, 0.038364, -0.018926, 0.074139, 0.034168, 0.030181, 0.098628, 0.067034, 0.008964, 0.002532, -0.040988, 0.033483, -0.001881, 0.029917, 0.062118, 0.104546, 0.069343, 0.121972, 0.009857, -0.009698, -0.110035, 0.003071, -0.065456, -0.061408, -0.016523, 0.07476, 0.052236, 0.101708, -0.009834, 0.039024, -0.140796, 0.10836, 0.001472, 0.084782, 0.009367, -0.01244, 0.01978, -0.002342, -0.079263, 0.045852, -0.000858, 0.095481, -0.024617, -0.09754, -0.011928, -0.012109, -0.006723, -0.032212, -0.033737, -0.11976, -0.155168, 0.000543, -0.077011, 0.014599, 0.016276, 0.001821, 0.060643, 0.079632, -0.016792, 0.159432, -0.090914, -0.035733, 0.049968, -0.085336, 0.086825, 0.095142, 0.085853, 0.112222, -0.049464, 0.036809, 0.021985, 0.062006, -0.023693, -0.013866, 0.02972, -0.061891, -0.049688, -0.007959, -0.012984, 0.088521, 0.092396, -0.032465, 0.030641, 0.11465, -0.051484, 0.04226, -0.033112, -0.003237, -0.018874, -0.014692, 0.048242, -0.045567, -0.096802, -0.124912, 0.083296]
        },
        {
          "name": "openalex_get_citation_graph",
          "description": "Walk the citation graph one hop from a seed work. Direction picks the edge: incoming citations (`cites`), the seed's own references (`cited_by`), or OpenAlex's algorithmically-related works (`related_to`). Results use the works schema; combine with filters/sort to narrow further.",
          "embedding": [0.049031, 0.074006, 0.083093, 0.011218, 0.10603, 0.007212, -0.032089, 0.075421, 0.023114, -0.058549, -0.02786, 0.003529, -0.025887, 0.015374, 0.099134, 0.024663, -0.0144, -0.016955, 0.033893, -0.006923, 0.062738, 0.013804, 0.034468, -0.073837, 0.011117, -0.012669, -0.031018, -0.027683, -0.090728, 0.006912, -0.083884, 0.077056, 0.041607, -0.068614, -0.053497, 0.024676, 0.000334, 0.013184, 0.091956, -0.172448, -0.068699, -0.016531, -0.043749, 0.065218, -0.020907, -0.053084, -0.120577, 0.059693, -0.06939, 0.163518, -0.1253, 0.031199, -0.016999, 0.098516, 0.01014, 0.05199, 0.028785, 0.010198, 0.06472, 0.034935, 0.028083, -0.025103, -0.006803, 0.033698, 0.149204, -0.048467, -0.005544, 0.017358, -0.039481, 0.079061, 0.085106, 0.001829, -0.016385, -0.003435, 0.003868, -0.054103, -0.035867, 0.095644, 0.011991, -0.032953, -0.053739, 0.092121, -0.065776, 0.034427, 0.009276, 0.092092, 0.018525, -0.090159, -0.087961, -0.047698, -0.06111, -0.096136, -0.013974, 0.050547, 0.085348, -0.045448, 0.027339, 0.075286, 0.01384, -0.018598, 0.005547, 0.034927, 0.038261, -0.016173, 0.025725, 0.035904, -0.026202, -0.067655, -0.078475, -0.028728, -0.042303, 0.09056, -0.133012, 0.079952, 0.000316, 0.172382, -0.058186, -0.031825, -0.080691, 0.017372, -0.071855, 0.051569, -0.048641, 0.032671, -0.00415, 0.040848, 0.034666, -0.013877, -0.078426, -0.067234, 0.020184, 0.016819, 0.023945, 0.016824, 0.023096, -0.048756, 0.08069, 0.025294, 0.025539, 0.066605, -0.006994, -0.085826, -0.130692, 0.023014, 0.084712, -0.003774, -0.097323, -0.004971, 0.026701, 0.120526, 0.015547, 0.086109, 0.029436, -0.097452, -0.019429, 0.02774, 0.104595, 0.005778, -0.091029, -0.014275, -0.003997, 0.10978, -0.012897, -0.04177, 0.00235, 0.028753, 0.010377, 0.012586, 0.007997, -0.062965, 0.032865, -0.088103, 0.089679, -0.007207, 0.083708, 0.045631, 0.069789, 0.013599, 0.005075, -0.031786, -0.043545, -0.057586, -0.063698, -0.034777, 0.013202, 0.041906, 0.023449, 0.059905, 0.114711, -0.090033, -0.01805, -0.098009, 0.166273, -0.054076, 0.076272, -0.02544, -0.043568, 0.002077, 0.005092, -0.031753, 0.156427, -0.063962, 0.102263, -0.028174, -0.098493, -0.007838, 0.026668, -0.076642, -0.013167, -0.074611, -0.122459, -0.07655, 0.001719, -0.06038, -0.031783, 0.037413, 0.012786, -0.034322, 0.034787, 0.017042, 0.115355, -0.056159, -0.080423, 0.096305, -0.040874, 0.107004, 0.096051, 0.080606, 0.075016, -0.051655, -0.022491, 0.016536, 0.098532, -0.051278, -0.001802, 0.018347, -0.059152, 0.009918, 0.017493, -0.033643, 0.104513, 0.052504, -0.039832, 0.022298, 0.085199, -0.065009, 0.032403, -0.096594, -0.075575, 0.040992, -0.007283, -0.009697, 0.004837, -0.113137, -0.148065, 0.076401]
        }
      ],
      "embedding": [-0.031079, 0.154487, 0.10149, 0.010376, 0.091861, -0.02036, 0.002355, 0.060734, -0.004576, -0.014354, -0.071079, -0.0601, -0.004328, -0.029801, 0.065624, 0.028987, -0.069351, -0.042043, 0.054214, 0.026077, -0.021734, 0.034046, 0.01474, -0.009974, -0.073801, 0.020116, 0.007244, 0.000609, -0.021637, 0.000443, -0.13329, 0.087574, 0.004098, -0.007644, -0.046382, 0.046291, 0.051813, 0.020882, 0.075065, -0.125955, -0.076043, -0.037573, -0.035086, 0.036039, -0.023616, 0.033226, -0.121179, 0.02793, -0.062768, 0.207555, -0.091204, 0.091525, -0.062257, 0.047318, 0.028285, 0.070725, 0.02993, -0.054937, 0.008373, 0.01435, 0.081226, -0.028418, 0.031886, -0.021521, 0.111239, -0.048878, -0.065052, -0.034953, -0.038316, 0.074035, 0.085591, 0.073622, -0.044371, -0.019022, -0.031397, -0.132762, -0.064293, 0.023986, -0.009071, 0.003157, -0.000176, 0.126745, 0.008557, 0.001577, -0.024937, 0.062669, 0.050911, -0.044522, -0.014111, -0.006655, -0.023983, -0.008254, 0.044759, -0.023472, 0.073758, -0.001604, -0.01785, 0.007177, -0.027102, 0.008872, 0.038646, 0.073259, 0.044662, -0.033574, -0.06682, 0.009004, -0.031706, -0.072097, -0.069193, -0.008468, -0.032715, 0.057618, -0.143475, 0.001708, -0.071925, 0.161851, -0.011884, 0.026193, -0.043608, 0.047886, -0.081964, 0.06239, -0.082235, 0.019561, -0.01694, -0.020122, 0.04191, -0.011773, 0.015921, -0.082464, 0.047867, -0.052586, 0.003942, 0.011988, 0.01968, 0.028829, 0.029033, 0.001008, -0.012346, 0.095536, -0.04579, 0.003175, -0.150983, 0.039534, 0.095002, 0.050365, -0.111828, 0.017771, -0.018829, 0.054394, -0.056199, 0.045671, 0.033303, -0.113382, -0.00606, 0.030205, 0.159585, 0.05744, -0.087685, -0.023457, 0.041692, 0.057191, -0.053041, -0.122755, 0.078043, -0.004084, 0.007956, 0.065444, 0.03185, -0.036758, 0.025892, -0.094991, 0.068829, 0.008354, 0.058155, 0.032106, 0.106058, 0.069144, 0.073875, -0.004274, 0.013031, -0.137594, -0.053531, 0.009744, -0.003195, -0.021128, 0.05435, 0.075794, 0.109799, 0.000081, -0.027745, -0.15209, 0.122324, -0.024713, 0.088023, 0.025658, -0.061289, 0.050148, 0.029812, 0.052468, 0.070742, 0.01514, 0.120471, -0.027923, -0.123832, -0.042919, -0.001446, 0.012204, 0.004969, -0.009924, -0.037236, -0.151072, 0.004751, -0.103576, -0.023229, 0.000476, 0.014202, -0.034608, 0.087859, -0.014345, 0.117107, -0.067309, 0.004871, 0.059087, -0.100667, 0.082675, 0.112752, 0.027932, 0.110492, -0.058316, -0.010597, -0.016344, 0.012111, 0.047235, 0.003383, 0.061332, -0.098107, -0.06661, -0.053196, -0.038987, 0.043554, 0.051208, -0.036444, 0.023349, 0.061544, -0.108986, 0.035956, -0.005485, -0.017028, 0.020226, -0.013347, -0.00804, -0.034458, -0.116466, -0.108747, 0.043262]
    },
    {
      "name": "openfda-mcp-server",
      "displayName": "OpenFDA",
      "description": "Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://openfda.caseyjhand.com/mcp",
      "npm": "@cyanheads/openfda-mcp-server",
      "github": "https://github.com/cyanheads/openfda-mcp-server",
      "version": "0.1.17",
      "auth": "none",
      "keywords": [
        "health",
        "medicine",
        "medical",
        "drugs",
        "pharmaceuticals",
        "medications",
        "prescriptions",
        "drug safety",
        "adverse events",
        "side effects",
        "drug recalls",
        "medical devices",
        "food safety",
        "drug interactions",
        "healthcare",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "openfda",
        "fda",
        "drug-safety",
        "adverse-events",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "openfda_search_adverse_events",
          "description": "Search adverse event reports across drugs, food, and devices. Use to investigate safety signals, find reports for a specific product, or explore reactions by demographics.",
          "embedding": [0.012436, 0.038487, 0.139349, -0.097879, 0.115606, -0.020384, -0.038585, -0.020109, 0.012884, -0.00043, -0.083896, -0.020273, 0.021186, 0.041496, -0.004127, 0.032448, -0.00941, -0.000535, 0.096416, -0.032922, 0.003456, 0.038302, -0.006419, 0.011349, 0.015719, -0.044811, 0.000141, 0.025636, -0.105296, -0.046641, -0.033983, 0.088492, 0.045056, -0.053504, -0.016561, 0.093388, 0.034658, 0.027808, 0.027346, -0.057788, -0.109458, -0.099945, -0.121708, -0.007929, 0.006955, -0.034468, -0.220679, 0.046181, -0.00248, 0.064349, -0.070825, 0.082689, 0.026435, -0.056603, 0.057781, 0.002723, 0.063846, 0.015823, 0.020543, 0.039427, 0.006418, 0.064923, 0.02244, -0.037236, 0.182629, -0.046254, 0.021641, -0.063908, -0.017477, -0.026656, 0.091811, 0.08504, -0.013962, 0.020035, 0.057106, -0.077279, -0.092872, -0.006858, -0.040256, -0.037987, 0.05829, -0.011219, 0.125724, -0.017924, 0.00057, -0.029758, 0.017004, -0.033211, -0.045869, 0.076592, 0.069089, -0.030487, -0.053554, -0.012804, -0.013074, -0.007896, 0.005452, -0.081772, -0.015314, 0.053037, -0.154462, -0.061175, 0.085974, 0.005418, -0.024405, 0.078252, 0.049828, -0.110136, -0.047832, 0.046819, -0.027775, 0.102107, -0.064928, 0.038464, -0.115254, 0.134715, -0.034282, 0.087795, 0.019102, 0.010469, 0.004614, -0.035549, -0.112421, 0.044662, -0.032304, 0.10386, 0.105305, -0.002545, 0.033729, -0.032855, -0.013227, -0.029176, -0.071842, 0.007141, -0.048763, 0.000953, -0.003212, -0.009397, -0.038003, 0.062475, -0.0224, -0.063615, -0.085445, 0.02512, -0.01074, 0.005705, -0.137661, 0.018973, -0.016142, 0.037602, 0.003329, 0.064581, 0.108239, -0.011915, 0.037394, -0.018312, 0.033737, -0.070987, -0.045262, -0.035167, 0.025241, 0.093418, -0.017061, -0.086011, -0.026184, -0.016297, -0.025942, 0.053554, 0.029394, 0.048304, -0.000547, -0.033267, 0.043622, 0.03182, 0.083694, 0.05949, 0.100854, 0.032216, 0.017325, 0.038326, 0.025138, -0.050476, -0.022419, -0.041977, -0.082417, -0.058986, 0.148328, 0.024076, 0.035269, 0.064157, -0.079392, -0.044512, 0.130788, -0.053436, 0.082769, -0.04674, -0.013377, 0.137869, 0.016774, -0.044049, 0.03596, 0.039447, 0.052149, -0.070284, -0.051784, -0.018388, 0.097631, -0.05062, 0.043705, 0.031124, 0.089886, -0.069111, -0.033186, -0.086331, 0.095978, 0.011139, 0.030857, 0.002027, 0.05264, -0.039226, 0.077358, -0.045578, 0.067226, 0.048275, -0.077811, 0.100217, 0.078069, 0.107001, 0.10103, -0.055896, -0.020488, 0.132899, 0.069773, 0.046909, 0.098589, 0.070974, -0.017634, 0.0348, 0.041342, 0.036108, 0.111848, 0.054983, -0.076585, 0.001045, 0.034507, -0.142076, 0.10699, -0.051387, -0.05109, 0.018969, -0.016934, 0.045928, 0.056757, -0.084781, 0.013916, -0.035773]
        },
        {
          "name": "openfda_search_animal_events",
          "description": "Search adverse event reports for veterinary drugs and devices submitted to the FDA Center for Veterinary Medicine. Records include animal species, breed, age, weight, drug name and route, adverse reactions (using VeDDRA terminology), and outcome. Use to investigate safety signals for veterinary products, find reports by animal species or drug, or explore reaction patterns.",
          "embedding": [0.026356, 0.032556, 0.08254, -0.111869, 0.104651, -0.029392, -0.042317, -0.01746, 0.053255, 0.046622, -0.053042, 0.021433, 0.044057, 0.001297, -0.003291, 0.037999, -0.010831, 0.005711, 0.113133, -0.057146, -0.024338, -0.014107, -0.010829, 0.003382, -0.04611, -0.030746, -0.004206, 0.035349, -0.102608, -0.07092, -0.013321, 0.06568, 0.024381, -0.023014, -0.046723, 0.055686, 0.03464, 0.017631, 0.008912, -0.102015, -0.091981, -0.079611, -0.138717, -0.008243, 0.038345, -0.045218, -0.14008, -0.000497, 0.064837, 0.098998, -0.040207, 0.06156, 0.011213, -0.023747, 0.054902, -0.007933, 0.067149, 0.008336, -0.03412, 0.036833, -0.017119, 0.049185, 0.000139, -0.00883, 0.157533, -0.052413, 0.054678, -0.03632, 0.000391, -0.032625, 0.064492, 0.140507, -0.022979, 0.010011, 0.029072, -0.045853, -0.058602, -0.012672, 0.027325, 0.01249, 0.108701, 0.04054, 0.076411, -0.025651, 0.005153, -0.044058, 0.020093, -0.060578, -0.023794, 0.065024, 0.093526, -0.0272, -0.072364, 0.046513, -0.04756, -0.040494, 0.021627, -0.129757, -0.055992, 0.061638, -0.193196, -0.065866, 0.144637, -0.002224, -0.021734, 0.085675, -0.011483, -0.142658, -0.051074, 0.072836, -0.050041, 0.062, -0.027473, 0.020298, -0.109006, 0.107325, -0.016348, 0.04519, 0.02121, 0.055318, 0.013633, -0.038436, -0.103506, 0.013863, -0.052004, 0.105244, 0.101388, 0.010814, -0.011404, 0.016344, -0.034593, -0.058976, -0.0336, 0.009287, -0.064945, -0.016866, -0.042477, -0.015279, -0.02237, 0.079215, -0.009094, -0.065044, -0.101791, 0.020027, 0.001605, 0.008577, -0.119367, 0.005416, -0.082132, 0.017358, 0.049259, 0.029753, 0.117175, 0.018739, 0.023202, -0.04451, 0.018036, -0.005645, -0.037232, -0.024427, 0.027322, 0.10952, -0.024799, -0.035983, -0.027529, -0.093622, -0.057723, 0.053806, -0.016757, 0.027242, -0.020578, -0.018559, 0.052077, 0.026009, 0.124062, 0.088212, 0.104088, -0.004542, 0.020131, 0.025343, 0.006582, -0.027371, -0.047047, -0.045226, -0.09245, -0.024289, 0.135078, -0.010298, 0.042323, 0.026913, -0.080334, -0.008709, 0.121858, 0.007014, 0.125216, -0.047695, -0.002816, 0.117815, 0.005174, -0.039986, 0.003998, 0.011357, 0.057221, -0.07142, -0.076514, 0.002345, 0.032208, -0.078465, 0.036192, 0.020855, 0.09387, 0.007335, 0.020247, -0.056118, 0.11361, 0.027097, 0.104591, 0.004912, -0.006531, -0.08914, 0.058888, -0.038981, 0.074996, 0.045306, -0.098412, 0.07711, 0.063103, 0.125502, 0.070667, -0.038682, -0.024878, 0.089292, 0.06283, 0.053682, 0.077899, 0.003228, 0.003186, 0.019851, 0.0818, 0.058196, 0.138707, 0.079163, -0.042301, 0.030357, 0.03882, -0.131686, 0.160182, -0.044669, -0.054122, -0.009799, 0.025128, 0.068271, 0.076404, -0.0804, 0.001468, -0.03096]
        },
        {
          "name": "openfda_search_recalls",
          "description": "Search enforcement reports and recall actions across drugs, food, and devices.",
          "embedding": [0.004448, 0.055794, 0.116797, -0.092264, 0.126035, -0.023341, -0.064374, -0.018162, 0.032311, 0.013437, -0.091756, 0.005677, -0.008039, 0.02483, -0.037877, 0.0601, 0.031601, -0.000516, 0.081321, -0.039797, -0.006313, 0.022196, 0.002124, 0.035108, 0.029252, -0.052899, 0.00823, 0.03104, -0.116305, -0.010673, -0.037895, 0.038786, 0.032591, -0.005309, 0.027091, 0.056737, 0.015558, 0.044038, -0.004494, -0.078034, -0.092003, -0.084987, -0.120753, 0.000671, 0.012234, -0.034183, -0.223133, 0.021449, 0.009587, 0.044476, -0.108081, 0.045058, 0.045024, -0.040715, 0.027348, -0.024731, 0.071399, 0.006704, 0.01498, 0.05645, 0.004623, 0.044144, 0.017258, -0.034285, 0.156763, -0.063027, 0.022319, -0.046514, -0.000382, -0.029556, 0.068945, 0.040591, -0.02241, 0.021649, 0.04557, -0.100486, -0.103314, 0.011553, -0.008553, -0.005756, 0.048632, -0.009841, 0.137477, 0.005433, -0.003459, -0.021069, 0.040545, -0.030838, -0.054242, 0.057506, 0.039399, -0.055745, -0.029221, -0.004701, 0.003182, -0.019229, -0.008194, -0.10827, -0.009351, 0.060401, -0.13105, -0.046154, 0.052795, 0.001612, -0.010994, 0.063829, 0.052028, -0.127673, -0.034935, 0.027655, -0.034251, 0.100705, -0.031706, 0.036571, -0.124204, 0.132058, -0.019461, 0.047306, 0.010372, 0.01487, 0.014329, -0.029278, -0.060908, 0.02525, -0.009302, 0.091246, 0.104936, -0.015384, -0.003701, -0.087028, -0.018021, -0.033861, -0.048304, -0.000661, -0.058589, -0.024348, -0.013502, -0.022837, -0.031767, 0.055655, -0.036425, -0.072431, -0.055535, 0.047326, 0.003838, -0.016022, -0.135086, 0.062603, -0.025965, 0.014331, -0.002006, 0.084268, 0.098364, 0.003659, 0.044178, -0.010896, 0.031914, -0.033601, -0.053677, -0.034152, -0.005065, 0.103321, -0.003931, -0.083455, 0.007671, 0.006919, -0.060308, 0.070627, 0.056939, 0.028062, 0.012118, -0.039672, 0.034498, 0.034996, 0.068857, 0.081738, 0.118714, 0.065703, 0.064782, 0.035657, 0.003947, -0.056562, -0.044438, -0.035067, -0.050529, -0.039719, 0.152239, 0.008097, 0.038519, 0.087449, -0.092554, -0.055111, 0.144518, -0.052433, 0.095323, -0.040758, -0.043038, 0.169379, 0.010373, -0.032206, 0.058379, 0.053569, 0.033953, -0.076596, -0.04065, -0.014968, 0.098112, -0.046732, 0.043125, 0.03816, 0.07222, -0.061789, -0.051066, -0.138105, 0.079699, 0.001352, 0.022065, -0.024737, 0.037983, -0.044534, 0.082953, -0.033941, 0.050043, 0.069428, -0.076964, 0.105178, 0.082289, 0.078726, 0.106592, -0.075386, -0.015588, 0.080063, 0.072461, 0.0612, 0.14077, 0.113191, -0.018198, 0.057079, 0.019771, -0.029016, 0.128102, 0.055259, -0.084522, -0.018614, 0.034156, -0.16071, 0.064555, -0.017847, -0.04549, -0.022715, -0.051522, 0.05097, 0.055049, -0.09063, 0.055613, -0.052444]
        },
        {
          "name": "openfda_search_tobacco_reports",
          "description": "Search problem reports submitted to the FDA for tobacco products, including e-cigarettes, vaping products, cigarettes, and smokeless tobacco. Reports capture product type, reported health problems (e.g. seizure, chest pain), product problems (e.g. exploding battery), whether a non-user was affected, and submission date. Use to investigate safety signals, find reports by product type, or analyze health effects.",
          "embedding": [-0.001194, 0.028548, 0.100924, -0.020018, 0.108563, -0.022636, -0.054521, 0.005126, 0.075323, 0.010117, -0.056546, 0.020459, 0.027484, 0.011648, 0.015301, 0.039592, 0.052059, 0.049953, 0.08603, -0.03109, 0.001131, -0.045431, -0.008224, -0.018745, -0.011847, -0.105357, -0.023369, -0.006992, -0.081343, -0.001855, -0.036608, 0.131965, 0.004342, -0.059663, 0.001199, 0.047455, -0.043875, 0.024632, 0.057996, -0.074599, -0.078888, -0.083465, -0.062613, -0.033598, 0.062779, -0.035994, -0.114361, 0.003219, 0.035354, 0.054895, -0.045364, 0.059357, -0.002979, -0.059542, 0.074646, 0.0292, 0.111564, 0.030111, 0.011957, 0.044158, -0.008569, -0.002085, -0.025132, -0.065094, 0.177483, -0.084782, 0.016772, -0.072941, 0.00124, -0.013826, 0.009546, 0.081402, -0.066855, -0.031336, 0.043626, 0.044637, -0.06793, -0.00873, -0.074852, -0.030247, 0.089287, -0.021155, 0.115617, 0.000931, -0.025065, 0.039976, 0.007115, -0.042453, -0.02348, 0.054855, 0.063272, 0.019499, -0.013504, 0.001404, -0.00029, -0.011726, 0.044209, -0.099227, -0.022976, -0.021204, -0.114405, -0.092915, 0.057147, -0.012371, -0.074837, 0.122729, 0.064777, -0.09251, -0.033188, 0.068289, -0.00895, 0.043449, -0.039507, 0.028621, -0.140384, 0.172118, -0.001693, 0.079359, 0.02989, 0.017875, 0.012639, -0.058366, -0.098695, -0.004103, 0.007954, 0.150303, 0.105566, 0.028253, 0.065296, -0.023977, -0.005328, 0.036488, -0.046404, 0.009634, -0.049482, -0.020741, -0.009675, -0.070918, 0.010365, 0.035291, -0.035508, -0.019822, -0.104964, -0.049995, -0.038773, 0.00885, -0.167973, 0.020398, -0.043385, 0.046327, 0.052531, 0.012025, 0.149741, 0.013255, -0.048067, 0.004992, 0.018018, -0.04989, -0.061716, -0.051722, -0.002169, 0.04173, 0.002402, -0.089149, -0.012189, -0.020438, -0.006303, 0.075173, 0.045902, -0.000024, -0.012686, -0.011732, -0.020792, -0.021313, 0.079623, 0.084824, 0.126619, 0.029061, 0.01389, 0.056578, 0.010495, 0.008623, -0.019501, -0.050043, -0.089583, -0.057103, 0.130778, 0.021155, 0.043322, 0.055542, -0.03843, -0.03675, 0.200941, -0.02566, 0.143397, -0.01495, -0.02377, 0.07094, -0.031827, -0.116324, 0.002987, 0.033735, 0.118586, -0.061099, -0.024484, 0.043486, 0.025614, -0.040043, -0.04207, -0.019702, 0.105348, -0.071354, -0.01808, -0.101634, 0.106278, -0.055473, 0.083409, 0.025968, 0.033041, -0.051, 0.036929, -0.02818, 0.043836, 0.025013, -0.042012, 0.085034, 0.065664, 0.105933, 0.066016, -0.074456, -0.075865, 0.140715, 0.113477, 0.031005, 0.070134, 0.065108, -0.027942, -0.006394, 0.029865, -0.008547, 0.134028, 0.085363, -0.062039, -0.062654, 0.050264, -0.104608, 0.077267, -0.01892, -0.002917, 0.002744, -0.042355, 0.098575, 0.081425, -0.02908, 0.00786, -0.054384]
        },
        {
          "name": "openfda_count",
          "description": "Aggregate and tally unique values for any field across any openFDA endpoint. Returns ranked term-count pairs sorted by count descending. Pair with openfda_search_adverse_events, openfda_search_drug_approvals, openfda_search_device_clearances, openfda_search_recalls, openfda_get_drug_label, or openfda_lookup_ndc when sample records help interpret the aggregates.",
          "embedding": [-0.002333, 0.056104, 0.097881, -0.127567, 0.064374, 0.021567, -0.022744, -0.006066, 0.028504, -0.028424, -0.079355, -0.012717, 0.042898, 0.080162, 0.052518, 0.090737, -0.021651, 0.044489, 0.117351, -0.092494, 0.017713, 0.02814, 0.031032, -0.032479, -0.060197, -0.124144, -0.019969, -0.007219, -0.106713, -0.01887, -0.009044, 0.081325, 0.066145, -0.007823, 0.038005, 0.06718, 0.007009, 0.017494, 0.002494, -0.094464, -0.041925, -0.132615, -0.101726, -0.004632, 0.057604, -0.008593, -0.16933, 0.007297, 0.028241, 0.092199, -0.072539, 0.017969, -0.021484, -0.011823, 0.092772, -0.019382, 0.041865, -0.033911, -0.040952, 0.038429, -0.019517, 0.02862, 0.074271, -0.031756, 0.160737, 0.002671, 0.029392, 0.0258, -0.022103, 0.013741, 0.111267, 0.08623, -0.002877, 0.072141, 0.022373, -0.062029, -0.055907, -0.00803, 0.023827, -0.039315, -0.009359, -0.001096, 0.112929, -0.025356, 0.003623, -0.036354, 0.068729, -0.09756, -0.094305, 0.112292, 0.058804, -0.008407, -0.047217, 0.033807, -0.012023, -0.036743, -0.000778, -0.036437, 0.012378, 0.057362, -0.091714, -0.070034, -0.017474, -0.034565, 0.017887, 0.048848, 0.032629, -0.161941, 0.013032, 0.046159, -0.063939, 0.069247, -0.073162, 0.091633, -0.126154, 0.144572, -0.032362, 0.044459, 0.086382, 0.004091, -0.021681, -0.049573, -0.082425, 0.027486, -0.023802, 0.03534, 0.079393, 0.031153, -0.012504, -0.010306, -0.048947, -0.046972, -0.023963, 0.017891, -0.092562, -0.076137, -0.054504, -0.030729, 0.000256, 0.109349, -0.025068, -0.022796, -0.160786, -0.002322, -0.064156, 0.056254, -0.124327, 0.020619, -0.006865, 0.052107, 0.003862, 0.063206, 0.057935, -0.045819, 0.090664, 0.050723, 0.035511, -0.05105, -0.041368, 0.05646, 0.073822, 0.042789, 0.0421, -0.038455, 0.03617, 0.017998, -0.006023, 0.066963, 0.0305, 0.029321, 0.024927, 0.015528, 0.056356, 0.06391, 0.002722, 0.051403, 0.126544, -0.037784, 0.053123, 0.017083, 0.006631, -0.083338, -0.000506, -0.037588, -0.073881, -0.069426, 0.161618, -0.001545, 0.098355, 0.037903, -0.054922, -0.036147, 0.077812, -0.06356, 0.046867, -0.076982, -0.040527, 0.104612, 0.012547, -0.097951, 0.116121, 0.043976, 0.069275, -0.049682, -0.036984, 0.029792, 0.019469, -0.064396, -0.004922, -0.015784, 0.00263, -0.037707, -0.041156, -0.11044, 0.015826, 0.019865, -0.018288, -0.001331, 0.064902, -0.01245, 0.06093, -0.114837, 0.005275, 0.058196, -0.09602, 0.093715, 0.067102, 0.103987, 0.109986, -0.042602, 0.018071, 0.085311, 0.035121, 0.118644, 0.042475, 0.055012, -0.030919, -0.007623, 0.062396, 0.011885, 0.067359, 0.132286, -0.098123, 0.022852, 0.07368, -0.108188, 0.085443, -0.052158, -0.023664, -0.032682, -0.019616, 0.073067, 0.026426, -0.017204, -0.003637, -0.05317]
        },
        {
          "name": "openfda_get_drug_label",
          "description": "Look up FDA drug labeling (package inserts / SPL documents). Check indications, warnings, dosage, contraindications, active ingredients, or any structured label section.",
          "embedding": [0.060184, 0.016106, 0.078635, -0.061495, 0.140194, -0.007708, -0.053534, -0.008984, 0.01681, 0.053428, -0.053709, 0.013156, 0.039861, 0.022399, 0.010498, 0.047122, 0.009323, 0.020151, 0.055999, -0.046054, -0.043616, 0.01826, -0.023799, 0.024348, 0.008335, -0.049401, 0.012731, 0.038697, -0.075206, -0.018954, -0.029512, 0.01972, 0.017132, 0.007522, 0.070432, 0.119194, 0.070829, 0.016496, 0.047301, -0.104466, -0.128543, -0.080369, -0.083877, 0.017667, 0.004812, -0.052584, -0.190642, 0.046188, 0.019378, 0.118497, -0.056644, 0.02376, 0.009787, -0.05236, 0.076191, -0.078218, 0.027132, 0.021872, -0.04419, 0.012674, 0.025786, 0.045851, 0.034944, -0.068039, 0.201924, -0.048205, -0.009331, -0.057273, 0.047519, -0.014674, 0.054063, 0.09586, -0.01831, -0.01562, 0.10034, -0.081619, -0.106847, 0.042897, -0.05811, -0.04326, -0.006161, 0.015516, 0.042349, -0.006984, -0.013082, -0.019327, 0.018833, -0.074563, -0.052702, 0.09377, 0.044261, -0.055385, -0.107277, -0.032409, 0.009524, -0.060976, -0.045459, -0.052957, -0.028886, 0.034519, -0.103578, -0.065957, 0.051519, -0.004743, 0.009604, 0.044744, 0.025961, -0.084784, -0.043885, 0.060188, -0.010309, 0.084366, -0.072982, 0.045036, -0.149011, 0.080895, -0.039379, 0.07925, -0.001051, 0.04474, -0.012493, -0.066892, -0.05414, 0.041381, 0.002643, 0.129737, 0.076492, 0.039557, 0.070899, -0.052911, -0.007861, -0.004811, -0.016881, 0.004707, -0.040222, -0.039786, -0.015537, 0.005438, -0.022793, 0.069004, -0.029009, -0.018105, -0.120011, 0.004228, 0.029057, -0.007833, -0.141363, -0.00025, -0.075703, 0.086354, 0.022475, 0.041621, 0.122617, 0.066103, 0.08372, 0.033543, 0.023061, -0.003235, -0.08349, -0.062796, 0.051497, 0.073774, -0.015227, -0.060416, -0.00198, 0.010333, -0.013711, 0.026221, 0.049695, 0.002824, 0.066684, -0.071554, 0.010638, 0.031431, 0.086906, -0.003042, 0.099274, -0.036187, 0.019081, 0.011306, -0.017019, -0.071149, -0.015606, -0.028772, -0.094707, -0.050492, 0.153005, -0.006271, 0.061095, 0.03789, -0.107159, 0.009262, 0.109796, -0.048155, 0.059469, 0.007681, -0.082667, 0.181049, 0.008527, -0.06872, 0.075626, 0.061897, 0.023653, -0.019975, -0.01852, -0.027473, 0.066021, -0.026161, 0.062573, 0.069946, 0.08527, -0.039837, -0.042034, -0.083313, 0.069429, 0.01491, 0.016007, 0.009741, 0.017614, -0.027973, 0.095936, -0.088932, 0.024135, -0.00757, -0.106644, 0.088755, 0.028971, 0.121259, 0.045623, -0.085559, -0.064073, 0.060395, 0.081086, 0.030885, 0.077874, 0.066441, -0.03609, 0.043551, 0.045466, -0.036538, 0.143667, 0.047817, -0.110381, 0.007157, 0.070593, -0.13964, 0.123938, 0.003269, -0.028125, -0.000015, -0.031182, 0.083966, 0.041165, -0.088866, 0.018809, -0.035851]
        },
        {
          "name": "openfda_search_drug_approvals",
          "description": "Search the Drugs@FDA database for drug application approvals (NDAs and ANDAs). Returns application details, sponsor info, and full submission history. Pair with openfda_get_drug_label to read the approved label, or openfda_count to aggregate by sponsor_name, product_type, or route.",
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        },
        {
          "name": "openfda_search_device_clearances",
          "description": "Search FDA device premarket notifications — 510(k) clearances and PMA approvals.",
          "embedding": [0.016696, 0.084053, 0.139342, -0.112166, 0.148825, 0.036056, -0.014507, 0.018193, 0.050383, 0.038199, -0.054183, -0.012796, 0.034999, 0.030056, 0.010229, -0.005355, -0.000249, -0.000739, 0.041591, -0.045613, -0.002644, -0.020882, 0.029958, 0.05011, 0.001797, -0.034578, -0.02972, 0.038973, -0.081329, 0.004772, -0.0399, 0.034747, 0.048429, -0.04111, 0.037401, 0.025415, 0.051907, 0.006946, -0.001232, -0.058228, -0.100036, -0.1258, -0.087208, 0.025704, -0.013668, -0.060387, -0.192929, 0.052144, -0.01423, 0.052935, -0.111385, 0.047648, 0.025755, -0.027539, 0.12334, -0.027557, 0.05086, -0.002006, 0.031802, -0.003044, 0.010953, 0.041774, 0.034909, -0.084598, 0.185928, -0.076897, 0.019066, -0.028405, 0.014763, -0.015273, 0.096745, 0.065308, 0.011927, -0.029746, 0.048256, -0.058509, -0.114339, 0.009211, -0.040742, -0.043141, 0.027855, -0.006613, 0.072933, -0.036487, -0.038456, -0.0318, 0.060045, -0.04543, -0.007464, 0.060865, 0.061044, -0.039014, -0.028814, -0.06715, -0.010642, 0.010962, -0.045404, -0.074421, -0.008009, 0.047752, -0.071822, -0.037618, 0.028688, -0.027871, -0.007128, 0.052104, 0.028757, -0.113465, -0.056673, 0.056482, -0.02367, 0.058443, -0.017033, 0.035846, -0.135066, 0.112312, -0.037619, 0.050828, 0.02753, 0.01303, 0.066608, -0.029288, -0.032015, 0.019235, -0.013497, 0.067935, 0.123962, 0.03156, -0.012996, -0.065543, -0.009741, -0.051273, -0.02521, -0.042272, -0.045474, -0.031977, 0.002774, 0.009801, -0.003439, 0.05338, -0.032788, -0.024391, -0.072729, 0.042043, 0.005732, -0.002212, -0.115407, 0.073185, -0.098451, 0.058488, 0.014674, 0.094831, 0.053515, 0.009557, 0.075738, -0.039249, 0.043661, -0.077535, -0.047361, -0.034065, 0.01643, 0.140507, -0.004312, -0.053818, -0.005589, 0.008557, 0.018325, 0.05349, 0.051911, 0.034628, 0.032583, -0.037159, 0.034848, 0.033612, 0.066677, 0.081589, 0.091962, 0.059527, 0.065384, 0.041586, 0.061721, -0.063593, -0.040769, -0.02754, -0.035159, -0.074675, 0.139046, 0.054857, 0.006295, 0.085686, -0.107366, -0.038867, 0.095837, -0.087507, 0.077365, -0.011839, -0.021437, 0.137722, -0.031179, -0.046081, 0.123395, 0.033703, 0.020484, -0.116056, -0.035717, -0.00534, 0.024781, -0.004806, 0.041824, 0.083355, 0.088304, -0.086564, -0.044135, -0.114289, 0.10701, 0.025594, 0.011269, -0.037092, -0.020098, -0.06857, 0.102934, -0.043134, 0.081874, 0.084497, -0.069278, 0.14307, 0.108129, 0.094624, 0.071423, -0.048312, -0.028011, 0.094687, 0.028779, 0.07893, 0.100406, 0.070261, -0.072216, 0.045324, 0.011192, 0.005832, 0.084083, 0.079521, -0.071528, 0.005607, 0.007937, -0.175692, 0.059464, 0.014849, -0.064284, -0.012592, -0.036215, 0.046947, 0.077451, -0.109843, 0.036589, -0.049431]
        },
        {
          "name": "openfda_lookup_ndc",
          "description": "Look up drugs in the NDC (National Drug Code) Directory. Identify drug products by NDC code, find active ingredients, packaging details, or manufacturer info. Pair with openfda_get_drug_label using the returned brand_name or set_id to read the package insert.",
          "embedding": [0.068545, 0.090323, 0.054716, -0.020833, 0.137352, 0.012875, -0.036806, -0.00669, -0.018955, 0.041249, -0.049397, -0.010804, 0.001864, 0.07873, 0.067937, 0.03287, 0.056, 0.008595, 0.081989, -0.001053, -0.024821, 0.076427, -0.023086, 0.034652, -0.012511, -0.057459, 0.0125, -0.025826, -0.124047, -0.037124, -0.067651, 0.056859, 0.082435, -0.040763, 0.04977, 0.107375, 0.020747, -0.006908, 0.016068, -0.101219, -0.125137, -0.12726, -0.13568, 0.012779, 0.031197, -0.084554, -0.1474, 0.024855, -0.001189, 0.068194, -0.059713, -0.02698, 0.010952, -0.062509, 0.04285, -0.029779, 0.026565, 0.000503, 0.011901, -0.006654, 0.035748, 0.006265, 0.021459, -0.068032, 0.19326, -0.030817, -0.054054, -0.06886, 0.041167, 0.007006, 0.082838, 0.048087, -0.021243, -0.024908, 0.040771, -0.062224, -0.068535, 0.057483, 0.013192, 0.002379, -0.009007, 0.024961, 0.061192, 0.011773, 0.038893, 0.004146, 0.040391, -0.082135, -0.063166, 0.033432, 0.007245, -0.004789, -0.101986, -0.06481, -0.007807, -0.091469, 0.001968, -0.087348, -0.010238, 0.047581, -0.106348, -0.124039, 0.011413, 0.001324, -0.018431, 0.022749, -0.012475, -0.125334, -0.007283, 0.06192, -0.028035, 0.0364, -0.060915, 0.058485, -0.140488, 0.098531, -0.037418, 0.130949, 0.027717, 0.039964, -0.003829, -0.045291, -0.075782, 0.023645, 0.046134, 0.120123, 0.061503, 0.012603, 0.024216, -0.032967, -0.019763, -0.006505, -0.046649, 0.017435, -0.005538, -0.031287, -0.101481, 0.031069, -0.024137, 0.079714, -0.003151, 0.00766, -0.102652, 0.020654, 0.035852, -0.016098, -0.082891, 0.005454, -0.007105, 0.063191, 0.050329, 0.078771, 0.102238, 0.029846, 0.042661, 0.035851, 0.046506, 0.055167, -0.057432, -0.079596, 0.042788, 0.070288, -0.051175, -0.073528, -0.002549, -0.022236, 0.010203, 0.025387, 0.040644, 0.017604, 0.008574, -0.052511, 0.026918, 0.036732, 0.140994, -0.049338, 0.130032, 0.032491, -0.007017, 0.011232, 0.006775, -0.049078, -0.008706, -0.004728, -0.081785, -0.028787, 0.156572, 0.011433, 0.034526, 0.109537, -0.060152, 0.008869, 0.077194, -0.063717, 0.024649, 0.028962, -0.044766, 0.146433, -0.019603, -0.055871, 0.086185, 0.015514, 0.07275, -0.052728, -0.01544, -0.013127, 0.039084, -0.03874, 0.037893, 0.01538, 0.096084, -0.035861, -0.027907, -0.091521, 0.099982, 0.044954, -0.003091, 0.058164, 0.009434, 0.040676, 0.077427, -0.026647, 0.024827, 0.060902, -0.118911, 0.16262, 0.026737, 0.108723, 0.00913, -0.104334, -0.036718, 0.111256, 0.038219, 0.048003, 0.096394, 0.029479, 0.062011, 0.06449, 0.00038, 0.03487, 0.119496, 0.073012, -0.137156, 0.006525, 0.045956, -0.079944, 0.105916, -0.087229, -0.038285, 0.044584, 0.014661, 0.072457, 0.082545, -0.093247, 0.008185, -0.059034]
        }
      ],
      "embedding": [0.050708, 0.062382, 0.127095, -0.085749, 0.113987, -0.008363, -0.075829, -0.019043, 0.032144, 0.031876, -0.088164, -0.007693, 0.018927, 0.006401, -0.015962, 0.011772, -0.003434, -0.035003, 0.062851, -0.061653, -0.008021, 0.021248, -0.037152, 0.029018, -0.027293, -0.050039, 0.002638, 0.045851, -0.08031, -0.013645, -0.053453, 0.080726, 0.038578, -0.025089, 0.068076, 0.080524, 0.040863, 0.04326, 0.005785, -0.036741, -0.107552, -0.093696, -0.086487, 0.019826, 0.011122, -0.005265, -0.187932, 0.039314, -0.012641, 0.09418, -0.086323, 0.059993, 0.022507, -0.024062, 0.085745, -0.031689, 0.082561, 0.008819, -0.020289, 0.053932, 0.02673, 0.023981, 0.004347, -0.065173, 0.153552, -0.067882, 0.004935, -0.073973, 0.022736, -0.02557, 0.08031, 0.093958, -0.023984, 0.037822, 0.059581, -0.094934, -0.110578, 0.052408, -0.011732, -0.033471, 0.026498, -0.007041, 0.102666, -0.005267, -0.010739, -0.042212, 0.037488, -0.057123, -0.081589, 0.073197, 0.026253, -0.024733, -0.062311, -0.017991, 0.027236, -0.010495, -0.026483, -0.071851, 0.004435, 0.053433, -0.144175, -0.036775, 0.063879, -0.014678, -0.019595, 0.078203, 0.000839, -0.121269, -0.018749, 0.024554, -0.02698, 0.114285, -0.065718, 0.048878, -0.143308, 0.091885, -0.044186, 0.065205, -0.016785, -0.007062, 0.020576, -0.037809, -0.08726, 0.052246, -0.001227, 0.069632, 0.091765, -0.000277, 0.059, -0.046882, 0.005978, -0.032558, -0.031074, -0.000559, -0.073307, 0.002237, -0.063789, -0.033914, -0.040742, 0.074046, -0.052673, -0.050184, -0.105203, 0.032753, 0.010772, -0.008725, -0.12598, 0.045859, -0.018601, 0.035927, -0.026354, 0.092921, 0.114822, 0.008454, 0.027026, 0.007752, 0.017431, -0.016895, -0.032114, -0.038831, 0.047898, 0.063482, -0.012125, -0.081742, -0.029956, -0.001107, -0.043548, 0.055605, 0.045396, 0.012491, 0.018934, -0.015196, 0.059431, 0.03137, 0.075, 0.049548, 0.112404, -0.003492, 0.060538, 0.024384, 0.018314, -0.056537, -0.009315, -0.027577, -0.057648, -0.023428, 0.154596, 0.013585, 0.069129, 0.065302, -0.08335, -0.048213, 0.130712, -0.055311, 0.094463, -0.027781, -0.064804, 0.128762, 0.0021, -0.023961, 0.071473, 0.051213, 0.057236, -0.075988, -0.023239, -0.04233, 0.079108, -0.031195, 0.046918, 0.032087, 0.054447, -0.040181, -0.031674, -0.109183, 0.080939, 0.000723, -0.030377, -0.03596, 0.031065, -0.028907, 0.064478, -0.062006, 0.051103, 0.040534, -0.081329, 0.113675, 0.077607, 0.117149, 0.097475, -0.073941, -0.025043, 0.110764, 0.044199, 0.0757, 0.124553, 0.086464, -0.043124, 0.028233, 0.037456, -0.024496, 0.154262, 0.066445, -0.100498, -0.016432, 0.05152, -0.170236, 0.097026, -0.034507, -0.040294, -0.007535, -0.046467, 0.073492, 0.039665, -0.105829, 0.036937, -0.058252]
    },
    {
      "name": "openfec-mcp-server",
      "displayName": "OpenFEC",
      "description": "Access FEC campaign finance data through MCP. Query data about candidates, money trails, and election filings. STDIO & Streamable HTTP.",
      "category": "government",
      "endpoint": "https://openfec.caseyjhand.com/mcp",
      "npm": "@cyanheads/openfec-mcp-server",
      "github": "https://github.com/cyanheads/openfec-mcp-server",
      "version": "0.4.8",
      "auth": "none",
      "keywords": [
        "campaign finance",
        "political donations",
        "money in politics",
        "elections",
        "fundraising",
        "political action committees",
        "PACs",
        "super PACs",
        "campaign contributions",
        "political spending",
        "candidates",
        "donors",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "openfec",
        "fec",
        "campaign-finance",
        "federal-elections",
        "political-contributions",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent"
      ],
      "tools": [
        {
          "name": "openfec_search_candidates",
          "description": "Find federal candidates by name, state, office, party, or cycle. Retrieve a specific candidate by FEC ID with financial totals. Candidate IDs start with H (House), S (Senate), or P (President) followed by digits.",
          "embedding": [0.049759, -0.018133, 0.076772, 0.080963, 0.068714, 0.123046, -0.037365, 0.017711, -0.075184, -0.097159, -0.086662, 0.018592, -0.096061, -0.11737, 0.068974, 0.003832, -0.001651, 0.043728, 0.003804, 0.056589, 0.016892, 0.095084, 0.049941, -0.016322, -0.057507, -0.007188, -0.051594, -0.064991, -0.05729, 0.043299, -0.04815, 0.027924, 0.017875, -0.044449, -0.057796, 0.040313, -0.034004, 0.096816, 0.036686, -0.015903, -0.006827, -0.113408, -0.080301, 0.025507, -0.038795, -0.05163, -0.12401, 0.02519, -0.024679, -0.009303, -0.016596, 0.019437, -0.01772, 0.099309, -0.002088, 0.0356, -0.005103, -0.050851, -0.088881, -0.012924, 0.02893, -0.001141, 0.04417, -0.016815, 0.176656, -0.012894, -0.016672, -0.01934, -0.153129, 0.03429, 0.053208, 0.047833, 0.031598, 0.062097, 0.140919, -0.003774, -0.044, 0.103595, -0.013831, 0.04737, -0.026406, 0.041672, 0.105337, 0.024521, 0.093903, 0.008112, -0.006388, -0.055721, 0.043917, 0.073322, 0.056409, -0.104188, -0.045628, -0.026876, 0.014909, -0.150448, 0.022071, -0.117054, -0.032639, 0.049204, 0.003778, -0.029402, 0.060135, -0.045441, -0.104255, 0.050891, -0.069998, -0.044726, -0.010641, -0.076527, 0.033658, 0.083979, -0.086732, 0.013797, 0.001782, 0.082603, -0.026224, -0.013764, 0.039559, 0.024778, 0.048978, 0.068794, -0.009575, 0.050892, 0.064103, 0.042681, 0.099015, 0.013665, 0.004081, 0.006921, 0.040086, -0.04161, 0.009459, 0.077228, -0.012205, -0.079754, -0.041284, 0.045887, 0.014244, 0.112163, 0.018734, 0.009256, 0.081303, -0.047304, 0.035756, 0.077443, -0.000217, -0.053861, -0.029807, 0.102682, -0.037741, 0.048476, 0.167745, 0.004298, 0.028215, 0.052538, 0.128616, 0.006704, -0.027207, -0.049741, -0.056657, 0.04943, -0.045071, 0.012281, 0.063577, -0.022137, 0.064341, 0.0681, 0.003713, -0.017706, -0.030881, -0.103467, 0.124605, 0.031016, 0.115941, 0.039219, 0.022436, 0.080825, 0.02205, 0.03111, -0.039521, -0.004576, -0.052562, 0.015929, -0.007279, -0.063649, -0.022331, -0.043992, 0.065595, 0.04641, 0.036682, -0.173336, 0.113524, -0.053354, -0.002079, 0.050438, -0.019615, -0.000683, 0.021607, 0.015764, -0.041237, 0.032985, 0.138769, -0.004286, -0.1098, 0.027113, 0.00144, -0.030817, -0.007573, 0.070482, -0.00795, -0.03767, -0.007096, -0.041049, 0.040249, 0.021299, 0.025145, 0.005649, 0.074445, 0.028064, 0.16776, 0.030363, -0.070633, 0.156511, -0.112612, 0.087203, 0.049114, 0.073524, 0.096991, -0.013449, 0.055124, 0.087895, 0.0859, -0.01594, 0.044872, -0.058657, 0.010829, -0.012652, 0.049273, -0.005372, 0.068044, 0.003229, 0.014064, -0.034718, -0.013905, -0.085378, 0.056528, 0.015846, -0.075687, 0.009036, -0.08408, -0.066348, 0.008755, -0.205702, -0.02352, -0.020547]
        },
        {
          "name": "openfec_search_committees",
          "description": "Find political committees (campaign, PAC, Super PAC, party) by name, type, candidate affiliation, or state. Retrieve a specific committee by FEC ID. Committee IDs start with C followed by digits (e.g., C00358796).",
          "embedding": [0.062692, -0.0039, 0.058167, 0.047472, 0.023589, 0.093133, -0.033294, 0.033508, -0.049423, -0.040611, -0.064321, 0.02774, -0.079426, -0.077705, 0.051542, 0.033073, -0.012038, 0.052545, -0.023794, 0.078177, 0.00382, 0.10221, 0.03356, -0.004359, -0.066864, 0.018453, -0.038048, -0.039818, -0.018768, 0.013543, -0.057915, 0.040707, 0.035762, -0.068974, -0.05815, 0.044744, -0.030075, 0.078268, 0.038304, -0.006458, -0.07093, -0.100799, -0.073488, 0.079809, -0.005098, -0.033077, -0.104123, 0.062075, -0.039684, 0.007855, -0.010223, 0.015834, -0.027528, 0.10808, 0.003222, 0.041992, -0.002142, -0.020433, -0.082277, -0.020366, 0.025603, 0.010378, 0.08769, -0.015172, 0.179002, 0.003326, -0.075346, 0.016871, -0.141086, 0.02035, 0.056199, 0.0473, 0.014311, 0.035075, 0.11343, 0.009946, -0.057344, 0.088014, -0.006306, 0.060533, 0.007069, 0.032233, 0.116281, 0.031877, 0.094361, -0.000535, 0.0029, -0.051467, 0.020086, 0.0564, 0.066084, -0.065218, -0.03527, -0.033093, 0.009876, -0.202988, 0.01872, -0.101094, -0.008542, 0.02062, 0.006182, 0.005367, 0.039107, -0.02272, -0.110362, 0.041024, -0.072344, -0.027977, -0.015963, -0.092413, -0.018146, 0.07013, -0.083976, -0.000904, 0.010005, 0.066615, -0.019028, -0.015756, 0.052775, 0.049515, 0.026626, 0.075497, -0.018717, 0.015183, 0.088194, 0.03705, 0.102224, 0.045936, 0.030367, -0.012307, 0.036452, 0.007183, 0.005399, 0.053861, -0.014947, -0.049365, -0.044059, 0.059669, 0.023266, 0.114451, 0.030635, -0.004762, 0.053471, -0.03899, 0.047022, 0.086894, -0.048161, -0.049614, -0.043941, 0.101252, -0.031499, 0.022484, 0.185796, 0.016794, 0.052856, 0.079049, 0.089456, -0.008796, -0.040417, -0.062876, -0.040677, 0.023807, -0.062639, 0.027385, 0.000292, -0.005225, 0.074159, 0.05804, 0.014759, 0.012687, -0.072178, -0.115066, 0.127481, 0.037362, 0.101915, 0.026058, 0.021785, 0.101867, 0.024703, 0.02224, -0.036473, -0.066152, -0.116753, 0.011455, -0.028448, -0.047337, -0.024698, -0.058606, 0.064966, 0.036068, 0.031835, -0.151023, 0.091593, -0.011167, -0.012702, 0.05968, -0.007799, 0.03485, 0.012471, 0.003134, -0.086907, -0.003495, 0.149898, 0.011929, -0.06855, 0.04368, -0.033309, -0.024989, 0.001221, 0.084498, -0.019538, -0.020048, -0.014152, -0.034884, 0.063098, -0.011192, 0.026976, 0.020107, 0.093403, 0.031081, 0.187796, 0.028547, -0.10371, 0.180078, -0.138343, 0.087226, 0.030245, 0.099888, 0.103168, -0.025103, 0.0682, 0.091832, 0.044596, -0.051932, 0.060994, -0.075077, 0.023792, -0.003679, 0.055014, 0.007816, 0.039026, 0.010239, 0.002908, -0.016937, -0.003091, -0.041134, 0.066205, 0.03214, -0.043624, 0.007642, -0.08694, -0.084203, 0.008531, -0.206327, -0.033184, 0.024783]
        },
        {
          "name": "openfec_search_contributions",
          "description": "Search itemized individual contributions (Schedule A) or get aggregate breakdowns by size, state, employer, or occupation. Use to answer \"who is funding this committee?\" Itemized mode requires a committee_id. Aggregate by_size/by_state can use candidate_id instead.",
          "embedding": [0.045372, -0.01266, 0.074699, 0.027695, 0.058098, 0.076933, -0.07365, 0.047927, -0.102495, -0.052607, -0.0414, 0.008926, -0.070416, -0.055342, 0.035585, 0.065078, -0.000451, 0.02474, -0.000092, 0.048913, -0.029284, 0.112074, 0.080571, -0.002451, -0.045791, -0.030022, -0.02822, -0.095829, -0.036712, 0.046599, -0.121649, 0.052494, 0.052865, -0.088948, -0.02596, 0.022678, 0.000421, 0.09245, -0.014921, -0.039637, -0.035093, -0.090284, -0.129947, 0.093614, -0.041103, -0.06084, -0.11044, 0.012771, -0.041592, 0.06868, -0.029878, 0.033847, -0.06486, 0.115812, 0.042071, 0.070871, 0.010575, -0.117392, -0.086253, -0.080609, -0.008528, 0.02075, 0.0643, -0.071457, 0.147507, 0.045629, -0.067397, -0.019667, -0.098709, 0.054733, 0.011865, 0.036866, -0.001143, 0.154138, 0.060014, 0.019872, -0.036198, 0.064146, -0.01447, -0.000557, -0.019554, 0.053401, 0.088612, 0.036395, 0.067045, 0.003294, -0.006889, -0.02757, -0.020232, 0.0536, 0.010764, -0.086091, -0.060879, -0.024699, 0.051162, -0.125432, 0.054169, -0.089431, -0.01076, 0.016924, -0.001498, -0.044181, 0.05236, 0.036861, -0.088161, 0.077112, -0.072938, -0.011979, -0.070793, -0.061898, 0.01716, 0.096416, -0.148964, 0.005583, 0.049943, 0.102738, -0.066652, -0.012146, 0.016437, 0.037516, 0.088127, 0.082048, 0.069491, 0.02783, 0.002738, -0.023953, 0.075999, -0.002079, 0.026742, 0.002372, 0.045206, -0.012627, 0.047006, 0.066191, -0.01421, -0.066024, -0.028295, -0.028912, 0.012649, 0.101584, -0.050581, 0.027093, -0.022625, -0.038631, 0.047517, 0.085349, -0.000873, -0.035229, 0.004058, 0.121872, -0.039128, -0.012609, 0.047482, -0.015872, 0.073832, 0.070951, 0.133047, -0.093008, -0.017048, -0.06424, -0.029828, 0.061539, 0.023972, 0.052175, 0.070367, 0.032502, 0.068809, 0.037764, 0.047472, 0.006294, -0.023391, -0.076789, 0.120829, 0.00713, 0.080592, 0.029792, 0.060198, 0.089287, 0.055814, 0.034908, -0.037708, -0.071466, -0.048552, -0.019182, -0.000884, -0.062234, -0.00788, -0.109326, 0.034242, 0.015503, -0.011949, -0.164119, 0.05992, -0.05038, 0.01282, 0.019513, -0.004304, 0.010994, 0.07025, -0.038417, -0.046264, 0.003361, 0.12291, -0.024995, -0.08257, 0.026931, 0.001921, -0.043631, -0.011083, 0.082599, -0.047968, -0.05528, 0.037281, -0.085531, 0.048809, -0.028305, -0.007296, 0.030477, 0.087562, 0.040725, 0.176225, -0.031148, -0.106696, 0.130772, -0.105904, 0.086348, 0.037781, 0.140195, 0.095812, -0.097492, 0.082662, 0.057932, 0.026345, -0.014462, 0.047974, -0.027572, -0.00824, -0.037986, 0.044043, 0.009337, 0.055222, 0.089203, 0.051227, -0.011442, 0.011342, -0.014995, 0.019206, 0.018992, -0.091107, 0.0544, -0.103342, -0.028046, 0.025297, -0.137788, -0.020974, 0.018974]
        },
        {
          "name": "openfec_search_disbursements",
          "description": "Search itemized committee spending (Schedule B) or get aggregate breakdowns by purpose or recipient. All modes require a committee_id. Use to answer \"what is this committee spending money on?\" or \"who is receiving payments from this committee?\"",
          "embedding": [0.067443, -0.014994, 0.067845, 0.007221, 0.06916, 0.047209, -0.082041, 0.058488, -0.078338, -0.038801, 0.005147, 0.071223, -0.075455, -0.042287, 0.027816, 0.046249, 0.016735, -0.001941, 0.013248, 0.047468, 0.00729, 0.089289, 0.044365, -0.028584, -0.027406, -0.02703, -0.017716, -0.117731, -0.080227, 0.038029, -0.104547, 0.026383, 0.059496, -0.071148, -0.028745, 0.008242, -0.019811, 0.079943, -0.013421, -0.064797, -0.058451, -0.076675, -0.114295, 0.069483, -0.068339, -0.0558, -0.128376, 0.055998, -0.054239, 0.060327, -0.085874, 0.059396, -0.050864, 0.096116, 0.020901, 0.09532, -0.019236, -0.085685, -0.084482, -0.064735, 0.007882, 0.024802, 0.074164, -0.057112, 0.130328, 0.049904, -0.067625, -0.013526, -0.108162, 0.0002, -0.001676, 0.012302, 0.002936, 0.128032, 0.071241, 0.016418, -0.045719, 0.044961, -0.006883, 0.019141, -0.010946, 0.034925, 0.119727, 0.031244, 0.058992, 0.01841, 0.030431, 0.000399, -0.008397, 0.024464, 0.024896, -0.100102, -0.04176, -0.039577, 0.059124, -0.152293, 0.045207, -0.114377, -0.022876, 0.013208, -0.007019, -0.061534, 0.087505, 0.001586, -0.08634, 0.0623, -0.061554, -0.05325, -0.069346, -0.062399, 0.025907, 0.078556, -0.117719, 0.011167, -0.002025, 0.093383, -0.079722, -0.000933, -0.014812, 0.047161, 0.078528, 0.054415, 0.03215, 0.016224, 0.02422, -0.062466, 0.109391, 0.029314, -0.027385, -0.013233, 0.06892, 0.011429, 0.047034, 0.063047, -0.025974, -0.062512, -0.023981, -0.029, 0.019152, 0.108512, -0.026901, 0.033349, 0.028822, -0.001363, 0.06244, 0.06136, -0.038648, -0.066434, -0.003009, 0.112141, -0.022281, 0.014851, 0.071368, -0.010306, 0.07056, 0.070183, 0.100981, -0.103906, -0.011063, -0.008377, -0.03519, 0.05899, 0.010807, 0.075622, 0.051862, 0.031869, 0.08057, 0.066432, 0.024162, -0.014226, -0.047328, -0.127329, 0.080501, 0.0073, 0.113594, 0.018111, 0.057274, 0.091493, 0.075361, 0.060562, -0.050979, -0.071375, -0.074942, -0.028428, -0.002262, -0.038995, -0.029658, -0.120122, 0.033336, 0.043577, -0.020987, -0.175325, 0.073501, -0.049226, 0.00886, -0.000227, 0.014566, 0.031048, 0.069938, -0.016523, -0.018559, 0.044801, 0.097473, 0.010439, -0.097591, 0.018037, 0.004221, -0.050586, 0.013037, 0.081535, -0.038181, -0.062769, 0.042035, -0.091501, 0.029965, -0.087206, -0.023741, 0.036106, 0.061033, 0.028296, 0.159823, -0.037557, -0.056025, 0.151166, -0.131617, 0.098055, 0.018601, 0.124011, 0.092353, -0.071292, 0.041155, 0.05904, 0.029667, -0.02437, 0.037705, 0.023607, -0.028449, 0.0228, 0.074325, 0.001233, 0.018868, 0.027785, 0.058469, 0.035417, 0.019695, -0.081732, 0.016158, 0.036766, -0.069989, 0.044175, -0.11816, -0.04219, 0.036718, -0.167066, -0.013325, 0.022993]
        },
        {
          "name": "openfec_search_expenditures",
          "description": "Search independent expenditures (Schedule E) — outside spending supporting or opposing federal candidates. Covers Super PACs, party committees, and other groups. Use itemized mode for individual expenditure records, or by_candidate for aggregated totals per candidate.",
          "embedding": [-0.011849, -0.062803, 0.094276, 0.070622, 0.046618, 0.061826, -0.068368, 0.025082, -0.064679, -0.087805, -0.103774, 0.039731, -0.118247, -0.088017, 0.045846, 0.069042, -0.026289, 0.04928, 0.055447, 0.034584, -0.036767, 0.091068, 0.05537, 0.016531, -0.066485, -0.022761, -0.073211, -0.121044, -0.059339, 0.033403, -0.075011, 0.013759, -0.001441, -0.064041, -0.029508, 0.015826, -0.011557, 0.086688, -0.024707, -0.06789, 0.013551, 0.000441, -0.125005, 0.064729, -0.071528, -0.062959, -0.087005, -0.012262, -0.087349, 0.036626, -0.014738, 0.066287, 0.060767, 0.078183, 0.02288, 0.091389, 0.003191, -0.028355, -0.080977, -0.048622, 0.035444, 0.016753, 0.011707, -0.083832, 0.140982, -0.007605, -0.096598, -0.00453, -0.098692, -0.074203, -0.048284, 0.055667, -0.066041, 0.083828, 0.132343, 0.026681, -0.047976, 0.017938, -0.047714, 0.037095, 0.019227, 0.075308, 0.083646, 0.0274, 0.00381, 0.030014, -0.03449, -0.094136, 0.013591, 0.06138, 0.04849, -0.038733, -0.013998, -0.012745, 0.046873, -0.112254, 0.008946, -0.119953, -0.059822, 0.017203, 0.03293, -0.032591, 0.047044, -0.03485, -0.116163, 0.039126, -0.007892, -0.061702, -0.08256, -0.006939, 0.021149, 0.069252, -0.149798, 0.02216, -0.018179, 0.074641, -0.040194, 0.024204, -0.007146, 0.054866, 0.121481, 0.072551, 0.0492, 0.080784, 0.001824, -0.007674, 0.196355, 0.002536, -0.024826, -0.041793, 0.050655, -0.017217, 0.040405, 0.046266, -0.035747, -0.073621, -0.04775, 0.021279, -0.004233, 0.104146, -0.021654, 0.03534, 0.021214, -0.066556, 0.01165, 0.095487, 0.006474, -0.060567, -0.095105, 0.047536, -0.024563, -0.016307, 0.082534, -0.003865, -0.004156, 0.068496, 0.095923, -0.018653, -0.009311, -0.061033, -0.029111, 0.071317, 0.045169, 0.032852, 0.05434, -0.014726, 0.052305, 0.07302, -0.003625, 0.045324, -0.032127, -0.125934, 0.117924, 0.004555, 0.130027, 0.060349, 0.012224, 0.121845, 0.016873, 0.063506, -0.105404, -0.060577, -0.025198, -0.02753, -0.071622, -0.040579, -0.017807, -0.093176, 0.007865, 0.038303, -0.0149, -0.136771, 0.071109, -0.055032, -0.019994, 0.056548, 0.039338, -0.028791, 0.102822, 0.011153, -0.042222, 0.024031, 0.072359, -0.006456, -0.084554, 0.007132, -0.009223, -0.024974, -0.023274, 0.01638, -0.071699, -0.021712, -0.016205, -0.033035, 0.003096, -0.053901, -0.007373, 0.037856, 0.059192, 0.008741, 0.11242, 0.032353, -0.06315, 0.124771, -0.164113, 0.010757, -0.004185, 0.096235, 0.099462, -0.036834, 0.132578, 0.075986, 0.042742, -0.007345, 0.033464, -0.024739, -0.004305, -0.006783, 0.081128, -0.004309, 0.007527, 0.07782, 0.025699, -0.020756, 0.032949, -0.034955, -0.003107, 0.005032, -0.052548, 0.008335, -0.078545, -0.047258, 0.030142, -0.191731, -0.028753, 0.072158]
        },
        {
          "name": "openfec_search_filings",
          "description": "Search FEC filings and reports by committee, candidate, form type, or date range. Covers financial reports (F3/F3P/F3X), statements of candidacy (F2), organizational filings (F1), 24-hour IE notices (F24), and amendments.",
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        },
        {
          "name": "openfec_lookup_elections",
          "description": "Look up federal election races and candidate financial summaries. Find who's running in a race with fundraising totals, or get an aggregate race summary.",
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        },
        {
          "name": "openfec_search_legal",
          "description": "Search FEC legal documents: advisory opinions, enforcement cases (MURs), alternative dispute resolutions, and administrative fines.",
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        },
        {
          "name": "openfec_lookup_calendar",
          "description": "Look up FEC calendar events, filing deadlines, and election dates. Use to find upcoming filing windows for a committee, locate when a federal election occurred, or scope FEC events by date range and category.",
          "embedding": [0.042472, -0.066712, 0.119965, 0.013946, 0.070356, 0.067563, -0.054281, 0.079811, -0.039777, -0.022605, -0.047914, 0.003151, -0.075863, -0.044437, -0.005443, -0.0027, -0.012584, 0.03058, 0.008278, 0.033881, -0.019835, 0.057597, 0.055363, 0.039667, -0.010399, -0.063763, -0.034525, -0.088822, -0.051018, 0.051135, -0.090264, -0.024733, 0.006553, -0.026215, -0.065121, 0.044535, -0.029597, 0.060266, 0.041891, -0.033068, -0.019537, -0.035154, -0.072667, 0.040786, -0.027174, -0.033366, -0.120574, 0.00143, -0.031582, 0.062698, -0.027081, 0.066698, -0.00967, 0.066493, -0.010453, 0.061128, 0.027206, -0.034954, -0.098012, -0.030039, 0.049719, -0.007619, 0.056684, -0.05958, 0.194866, -0.086536, -0.063324, -0.032085, -0.123217, 0.004355, 0.036621, 0.074807, 0.02312, 0.091642, 0.17381, 0.011308, -0.095419, 0.108564, 0.009322, 0.041656, 0.01393, 0.013959, 0.110179, 0.010852, 0.042271, 0.013044, -0.026678, -0.117162, -0.016122, 0.06069, 0.080732, -0.073882, -0.033875, -0.019992, 0.022288, -0.136063, -0.024015, -0.096154, -0.036106, -0.003682, -0.03338, -0.046538, 0.017322, 0.018219, -0.050089, 0.038538, -0.085261, -0.049883, -0.065713, -0.031246, 0.034171, 0.136379, -0.076352, -0.030352, -0.036984, 0.039418, -0.00267, 0.004726, 0.004301, 0.03815, 0.048472, 0.05914, 0.032768, 0.035085, -0.002493, 0.003676, 0.118073, 0.041812, -0.026154, -0.083342, 0.028075, -0.057304, 0.01323, 0.031606, 0.008844, -0.043191, -0.07112, -0.002384, 0.013035, 0.114382, -0.006621, 0.033819, 0.005153, -0.030447, 0.058524, 0.10914, -0.035829, -0.056754, -0.066195, 0.120407, -0.028699, 0.01177, 0.124384, -0.001911, -0.006602, 0.042844, 0.11123, -0.024316, -0.065602, -0.097076, -0.071566, 0.082734, -0.015323, -0.013719, 0.039933, 0.003118, 0.138542, 0.056614, 0.066538, -0.029427, -0.023036, -0.106756, 0.125982, -0.010828, 0.10555, 0.052132, 0.06338, 0.098624, 0.022931, 0.02455, -0.034968, -0.05418, -0.019435, -0.012397, -0.012024, -0.049114, -0.033671, -0.088473, 0.054513, 0.06937, -0.016609, -0.128475, 0.068943, -0.047055, -0.000515, 0.094759, -0.00228, 0.010992, 0.056736, 0.035034, -0.045016, 0.004791, 0.115608, 0.035101, -0.132257, 0.027298, 0.011419, -0.044013, -0.044546, 0.061113, -0.009629, -0.013134, -0.009095, 0.028626, 0.048608, 0.001476, -0.019905, 0.03104, -0.005762, -0.022035, 0.183095, 0.020011, -0.051554, 0.154721, -0.146048, 0.033207, 0.057444, 0.085649, 0.162243, -0.025337, 0.08935, 0.093914, 0.003207, -0.001091, 0.02633, -0.050331, -0.001671, -0.001681, 0.068211, 0.014406, 0.093741, 0.028624, 0.06079, 0.038463, -0.0186, -0.082323, 0.077589, 0.054943, -0.025084, 0.029656, -0.065904, -0.059962, -0.003594, -0.152516, -0.056954, 0.051454]
        }
      ],
      "embedding": [0.051712, -0.070581, 0.10193, 0.039757, 0.080058, 0.060558, -0.062422, 0.026801, -0.032861, -0.054893, -0.073542, -0.005867, -0.079168, -0.11047, 0.029811, -0.006894, -0.059265, 0.000264, 0.013888, 0.035973, -0.017806, 0.038092, 0.015796, 0.01385, -0.067605, -0.039228, -0.000006, -0.047621, -0.074873, 0.051084, -0.097352, 0.041702, -0.00885, -0.053626, -0.018613, 0.044892, -0.018454, 0.139035, -0.007882, -0.029443, -0.025045, -0.011009, -0.091288, 0.073839, -0.0427, -0.021879, -0.118516, 0.051663, -0.050437, 0.074845, -0.053001, 0.103219, -0.024004, 0.118622, 0.017636, 0.097021, 0.000774, -0.000225, -0.057651, -0.023621, 0.037511, -0.041969, 0.076799, -0.073022, 0.12876, -0.036559, -0.041098, -0.018643, -0.136447, -0.010774, 0.061476, 0.065345, 0.023503, 0.076112, 0.107742, -0.047312, -0.065115, 0.097264, 0.026519, 0.020617, -0.020799, 0.043212, 0.10002, 0.041174, 0.021005, 0.051605, 0.034857, -0.061227, -0.016339, 0.087173, 0.03403, -0.081345, -0.073994, 0.001995, 0.057831, -0.10634, 0.019005, -0.094617, -0.046252, 0.0093, -0.029231, -0.031156, 0.037911, -0.021531, -0.065451, 0.080157, -0.096691, -0.062396, -0.032996, -0.033231, 0.041348, 0.112946, -0.120906, -0.026756, -0.051815, 0.058518, -0.047709, 0.006257, 0.013814, 0.044842, 0.077999, 0.061946, -0.036242, 0.052717, 0.046152, -0.011207, 0.131225, 0.031281, 0.041127, -0.006841, 0.032869, -0.0061, 0.009857, 0.088392, -0.042531, -0.001488, -0.087082, -0.021, 0.015062, 0.109221, -0.020821, 0.069014, 0.028837, -0.022053, 0.041052, 0.110743, -0.028387, -0.058235, -0.037021, 0.084035, -0.0875, 0.026176, 0.174657, -0.024559, -0.004287, 0.03832, 0.120396, -0.015828, -0.038963, -0.03207, -0.024242, 0.031633, -0.035434, -0.051219, 0.079757, 0.000725, 0.055419, 0.061285, 0.026025, 0.001769, -0.031479, -0.124658, 0.121875, -0.005544, 0.139679, 0.023356, 0.05176, 0.111175, 0.016615, 0.032985, -0.041937, -0.023936, -0.070455, -0.007581, -0.002083, -0.020096, -0.019437, -0.074174, 0.060862, 0.025336, -0.001762, -0.140897, 0.10535, -0.058551, 0.029772, 0.048927, 0.010577, -0.022514, 0.050424, 0.048032, -0.036323, -0.005133, 0.083621, -0.012909, -0.105126, -0.007766, 0.022786, -0.035161, -0.014905, 0.027086, -0.062936, -0.010935, -0.026945, -0.010755, 0.023766, -0.011475, -0.079432, 0.018173, 0.031206, 0.03226, 0.153495, 0.017174, -0.043617, 0.149817, -0.139575, 0.073617, 0.061651, 0.101, 0.161788, -0.0428, 0.046614, 0.09396, 0.031459, 0.003497, 0.037555, -0.042327, 0.004114, -0.01648, 0.019545, 0.004885, 0.083039, 0.033995, -0.014289, -0.018401, 0.015226, -0.118241, 0.052661, 0.029076, -0.044197, -0.008391, -0.092092, -0.060002, -0.030649, -0.194032, -0.054268, 0.00292]
    },
    {
      "name": "openfoodfacts-mcp-server",
      "displayName": "Open Food Facts",
      "description": "Look up food products by barcode, search by ingredient or nutrition filter, compare products side-by-side, and browse the canonical tag vocabulary via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://openfoodfacts.caseyjhand.com/mcp",
      "npm": "@cyanheads/openfoodfacts-mcp-server",
      "github": "https://github.com/cyanheads/openfoodfacts-mcp-server",
      "version": "0.1.1",
      "auth": "none",
      "keywords": [
        "openfoodfacts",
        "food",
        "nutrition",
        "barcode",
        "nutriscore",
        "nova",
        "ingredients",
        "allergens",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "off_get_product",
          "description": "Fetch a packaged food product by barcode (EAN-13 or UPC) from Open Food Facts. Returns the product name, brand, quantity, ingredients (raw text and parsed list), allergens, additives, computed scores (Nutri-Score a–e, NOVA 1–4, Green-Score), nutrition per 100g and per serving, categories, labels, packaging, origins, image URL, and data completeness. Open Food Facts is a crowd-sourced database — a missing field means \"not yet entered by contributors,\" not that the attribute is absent from the actual product. Computed scores carry regional formula caveats and are indicators, not absolute rankings. Data is under ODbL 1.0 — cite Open Food Facts in downstream use.",
          "embedding": [0.087235, 0.059695, 0.14765, -0.042262, 0.132216, 0.093503, 0.019172, 0.144533, 0.00791, 0.045624, -0.144614, 0.012148, 0.01107, -0.035511, 0.075313, 0.048579, -0.002578, 0.098393, 0.033176, 0.024972, 0.01335, -0.031015, 0.01435, 0.00053, -0.001021, -0.008276, 0.026246, 0.017215, -0.108575, -0.048952, -0.14487, 0.075203, 0.042291, -0.088825, -0.037245, 0.119271, 0.014346, 0.173443, -0.004008, -0.079469, -0.073371, 0.038455, -0.097628, 0.060176, 0.024375, 0.005085, -0.12673, -0.0175, -0.083755, 0.10867, 0.048511, -0.049011, -0.142465, 0.040109, -0.001247, -0.00524, -0.04287, -0.036742, -0.004238, -0.009395, -0.025637, -0.013951, 0.019301, -0.066918, 0.124383, -0.005162, -0.084256, -0.030134, 0.113572, 0.063479, 0.064469, -0.047846, -0.051567, -0.01938, 0.055053, -0.018941, 0.028943, 0.042564, 0.048073, -0.062475, -0.07319, 0.053746, -0.008628, -0.018045, 0.020679, 0.015087, 0.024327, -0.100099, -0.105345, 0.071798, 0.023612, -0.043198, 0.00579, -0.007304, -0.100084, -0.151004, 0.0355, -0.064265, -0.043743, -0.025577, -0.073491, 0.001106, 0.038239, -0.02265, -0.018201, -0.02807, -0.068958, -0.107064, -0.023627, 0.056737, 0.035721, 0.088199, -0.070445, 0.087023, -0.134658, 0.061808, -0.00907, 0.018773, 0.011756, 0.020398, 0.022425, -0.073574, -0.057627, 0.019151, 0.06585, 0.053324, -0.000888, 0.015857, 0.051794, 0.088439, 0.05654, 0.001785, -0.076069, -0.044219, -0.104528, -0.054575, -0.027683, 0.051218, -0.055391, 0.025054, -0.10787, 0.029539, -0.072584, -0.025226, 0.061258, 0.032082, -0.015447, 0.007221, 0.062111, 0.037515, 0.037501, 0.037562, 0.138879, -0.067361, -0.030015, 0.09972, 0.052767, 0.000632, -0.067805, -0.029764, 0.008267, 0.117469, -0.005054, -0.079022, 0.007854, -0.025353, -0.038229, 0.105823, 0.050228, -0.054153, -0.024795, -0.159127, 0.047493, -0.029543, -0.061602, -0.034098, 0.052967, 0.016998, 0.101808, 0.023121, 0.015004, -0.053397, 0.069681, 0.06153, -0.027298, -0.056273, 0.121181, -0.052597, -0.054977, 0.027256, -0.00784, -0.008241, 0.13785, -0.055219, 0.010756, -0.012023, -0.072872, 0.09979, 0.04086, -0.04459, -0.005167, 0.026192, 0.115013, -0.015, -0.102912, -0.001536, 0.010504, -0.064211, 0.006209, 0.022564, -0.055451, 0.028751, 0.019439, -0.046156, 0.03291, 0.04104, -0.031507, 0.04218, 0.110475, -0.055848, 0.117585, 0.025883, 0.101049, -0.000496, -0.07354, 0.034446, 0.116087, 0.07821, 0.046363, 0.011994, 0.006325, 0.037295, 0.025362, 0.042053, -0.0433, -0.047681, 0.035142, 0.014943, 0.048134, -0.05022, 0.059016, 0.007093, -0.074544, -0.003533, 0.065793, -0.054479, -0.015307, -0.059536, 0.053212, -0.003753, -0.064629, 0.0884, 0.026732, -0.044275, -0.029268, -0.020795]
        },
        {
          "name": "off_search_products",
          "description": "Search Open Food Facts by text query or structured tag filters. Returns a summary list with barcodes, product names, brands, Nutri-Score, NOVA group, and categories — enough for triage and selection, not full label data. Use off_get_product on the returned barcodes for complete details. Text query and tag filters are mutually exclusive routing paths: when query is provided, a text search is performed and tag filters are ignored; when only tag filters are provided (no query), structured facet filtering is applied. Tag filter values must be canonical tag IDs (e.g. \"en:organic\", \"en:gluten-free\") — use off_browse_taxonomy to resolve human terms to tag IDs. At least one search parameter is required. Data is crowd-sourced; result count reflects contributed products, not all products in the market. Data under ODbL 1.0 — cite Open Food Facts in downstream use.",
          "embedding": [0.077416, 0.025632, 0.120027, -0.049936, 0.140074, 0.073206, -0.000104, 0.139435, -0.006514, 0.034654, -0.182446, 0.025709, -0.019809, 0.02249, 0.057, 0.048284, 0.007712, 0.031195, 0.018658, 0.031005, 0.017994, -0.028578, 0.018579, -0.014165, 0.0398, -0.020583, -0.002101, 0.048386, -0.091774, 0.016734, -0.109394, 0.096425, 0.021179, -0.04823, -0.046706, 0.094074, 0.012809, 0.047984, -0.041608, -0.023341, -0.143159, -0.030899, -0.141975, 0.068972, 0.054582, 0.060279, -0.174047, 0.019518, -0.104936, 0.15009, 0.030391, 0.018229, -0.047839, 0.040092, 0.02878, 0.024454, -0.057866, -0.059489, -0.040935, 0.03022, -0.082557, 0.034323, 0.017831, -0.074973, 0.17089, 0.043033, -0.127154, -0.06422, 0.05538, 0.117155, 0.089361, -0.02499, -0.035914, 0.023118, 0.062724, -0.007802, -0.007071, 0.023045, 0.055876, -0.036618, -0.036657, 0.110764, 0.008027, -0.012607, 0.036158, 0.015394, 0.043448, -0.110088, -0.073436, 0.027519, 0.011779, -0.060873, 0.028363, -0.018503, 0.007949, -0.09272, 0.023935, -0.013898, -0.062677, -0.03156, -0.096009, -0.014289, 0.074104, -0.00808, -0.053719, 0.004096, -0.042999, -0.102837, -0.000051, 0.035669, 0.002853, 0.058069, -0.04569, 0.114143, -0.047211, 0.074649, -0.05646, 0.079983, -0.064886, 0.045094, 0.00873, 0.024292, -0.088984, -0.014302, 0.053901, 0.000398, 0.02438, 0.061815, 0.015479, 0.043891, 0.013809, -0.001725, -0.083129, -0.014972, -0.105047, -0.026437, -0.013898, -0.00553, -0.075723, -0.045748, -0.079906, -0.043729, -0.053889, -0.02249, 0.026889, 0.023424, -0.032289, -0.001579, 0.012888, 0.044457, -0.007253, 0.071969, 0.165434, -0.079258, -0.001806, 0.037986, 0.036542, -0.014539, -0.025091, -0.0359, 0.032699, 0.129184, -0.006871, -0.049816, 0.023827, -0.029471, -0.018104, 0.105735, 0.012797, -0.014849, -0.018503, -0.115486, 0.050768, -0.036343, 0.012931, -0.051, 0.077158, 0.036324, 0.052145, 0.016348, -0.034008, -0.050208, 0.056772, 0.042238, 0.008895, -0.055298, 0.117012, -0.026863, -0.052178, -0.00249, -0.036179, -0.0601, 0.160904, -0.049257, -0.021237, 0.033953, -0.025674, 0.075992, 0.040403, -0.011693, -0.045943, 0.059429, 0.042861, -0.053541, -0.133761, -0.016091, 0.015536, -0.103879, -0.000981, -0.004962, -0.080049, -0.067249, -0.008048, -0.082583, 0.079261, -0.032311, 0.037394, 0.022385, 0.128199, -0.062406, 0.111189, 0.026505, 0.017588, -0.007068, -0.102586, -0.010401, 0.16102, 0.058117, 0.070662, -0.024705, -0.00703, 0.046032, 0.102418, 0.055304, -0.001975, -0.013763, 0.001033, 0.068153, 0.044805, -0.042798, 0.043092, 0.036805, -0.084741, 0.00017, 0.047008, -0.130195, 0.061923, -0.059318, 0.005106, -0.059653, -0.055087, 0.067399, -0.002263, -0.090971, 0.023733, -0.03628]
        },
        {
          "name": "off_compare_products",
          "description": "Side-by-side nutrition and scoring comparison for 2–10 products by barcode. Fetches all products in parallel and returns a normalized table of energy (kcal/100g), fat, saturated fat, sugars, salt, protein, fiber, Nutri-Score, NOVA group, and Green-Score. Designed for \"which of these cereals is healthiest?\" or \"compare these pasta brands\" workflows. Missing nutrition data for any product is preserved as absent — comparisons are not imputed. Scores carry regional formula caveats. Data under ODbL 1.0 — cite Open Food Facts in downstream use.",
          "embedding": [0.050861, 0.051505, 0.147222, -0.013379, 0.110491, 0.093155, -0.01228, 0.092281, -0.070808, -0.060254, -0.019231, 0.042594, 0.039992, -0.000772, 0.096155, 0.036262, 0.007168, 0.039786, 0.066191, -0.009195, -0.015894, 0.005456, 0.047216, 0.051583, -0.028616, 0.005108, -0.023992, -0.016771, -0.111349, -0.027814, -0.133175, 0.079244, 0.080648, -0.07756, 0.047574, 0.085704, 0.043538, 0.117692, -0.08362, -0.060024, -0.076741, -0.035527, -0.106768, 0.052091, 0.061695, 0.019278, -0.109714, 0.008164, -0.086242, 0.107834, -0.004662, 0.021329, -0.049301, 0.03308, -0.01105, 0.003718, -0.024772, -0.015419, -0.007062, 0.080947, 0.032672, -0.047425, 0.002753, -0.046607, 0.126998, -0.036152, -0.103192, 0.004351, 0.058462, 0.093931, 0.04575, -0.036854, 0.002317, -0.024297, 0.067343, -0.048791, -0.048981, 0.006002, 0.059518, -0.063848, -0.080942, 0.105667, -0.027507, 0.029292, -0.05537, 0.064016, 0.107416, -0.07967, -0.06607, 0.1118, -0.013434, 0.010676, 0.015607, 0.004374, 0.033844, -0.0784, -0.023457, -0.029655, -0.041745, -0.030867, -0.066156, 0.003264, 0.064745, 0.03165, -0.049015, -0.042374, -0.098007, -0.110243, -0.013277, 0.109712, -0.011081, 0.102529, -0.075025, 0.097976, -0.081572, 0.037863, -0.006702, 0.03355, -0.012141, -0.011807, 0.054974, -0.022478, -0.075095, -0.017262, 0.066327, 0.010499, 0.01859, -0.046098, 0.03179, 0.057197, 0.061758, 0.015386, -0.021449, -0.001351, -0.105224, -0.001641, -0.082388, 0.024694, -0.058118, 0.001125, -0.075784, 0.015689, -0.066345, -0.039914, 0.026519, -0.049467, -0.039317, 0.024242, 0.092609, 0.045487, 0.004542, 0.019411, 0.113052, -0.071767, -0.006053, 0.090634, 0.03324, -0.037393, -0.058777, 0.009242, 0.016397, 0.067113, -0.057311, -0.060209, -0.036319, 0.005262, -0.051239, 0.119385, 0.047825, 0.007954, 0.014793, -0.156619, 0.043004, 0.036152, -0.06996, -0.043647, 0.095507, 0.108292, 0.009375, 0.015691, -0.014387, -0.076803, 0.095543, 0.009795, -0.026845, -0.000618, 0.094647, -0.063629, -0.065928, 0.067673, -0.026663, -0.036488, 0.152116, -0.055778, 0.057614, -0.029334, -0.115386, 0.064706, 0.031933, -0.028836, -0.027732, 0.05314, 0.124277, 0.02024, -0.057278, -0.013109, 0.022614, -0.086788, 0.02867, -0.066927, -0.069252, 0.030171, -0.042745, -0.013094, 0.026147, -0.036495, -0.021717, 0.073634, 0.195083, -0.045302, 0.16094, -0.02821, 0.030442, 0.062553, 0.000197, 0.033587, 0.136917, 0.08329, 0.002217, -0.007099, -0.005456, 0.053465, 0.046958, 0.086296, -0.021927, -0.013743, -0.032152, 0.09149, 0.068716, -0.133494, -0.011185, 0.079741, -0.086308, 0.007112, 0.018169, -0.115188, -0.069353, -0.018316, -0.007092, -0.018753, -0.0674, 0.0909, 0.003934, -0.011704, -0.045731, 0.031706]
        },
        {
          "name": "off_browse_taxonomy",
          "description": "Browse and search the canonical tag vocabulary for Open Food Facts filter facets. Returns tag IDs and display names for use as filter values in off_search_products. Covers categories, labels/certifications, allergens, additives, countries, NOVA groups, and Nutri-Score grades. The taxonomy is embedded — not fetched live — because the OFF taxonomy API is unavailable to anonymous bot clients. Tag IDs use the \"en:\" prefix convention (e.g. \"en:organic\", \"en:gluten-free\", \"en:milk\"). Always use these tag IDs as filter values, not plain English terms.",
          "embedding": [0.077517, -0.007675, 0.13064, -0.074137, 0.085638, 0.04997, 0.034969, 0.162224, -0.054231, 0.036923, -0.174809, 0.091141, -0.011181, 0.03404, 0.054587, 0.06357, -0.00512, 0.049348, -0.060898, 0.035044, 0.006637, -0.049588, 0.053219, -0.035385, 0.003287, -0.01951, -0.032956, 0.02329, -0.075644, 0.017814, -0.149323, 0.115841, 0.03404, 0.017467, -0.027723, 0.06519, 0.001888, 0.025221, -0.030006, -0.010929, -0.094127, -0.071872, -0.145925, 0.118838, 0.035473, 0.018716, -0.171421, 0.042479, -0.119863, 0.141609, -0.022936, -0.064632, -0.000331, 0.01803, -0.001419, -0.021801, -0.005249, -0.057458, 0.000346, 0.008641, -0.061278, 0.072186, 0.015507, -0.072592, 0.11431, -0.011945, -0.124269, -0.013597, 0.07133, 0.065522, -0.005376, -0.012896, 0.049853, -0.060352, 0.083566, -0.052874, -0.024734, 0.053953, 0.017989, -0.028794, -0.070212, 0.082697, 0.039489, -0.001425, 0.026638, -0.008518, 0.025294, -0.103142, -0.027728, 0.028228, 0.043278, -0.042414, 0.063888, -0.015734, 0.083423, -0.110087, -0.015369, -0.002291, -0.034032, -0.029065, -0.091681, 0.011153, 0.037406, -0.017477, -0.0237, -0.03088, -0.042231, -0.130378, -0.029385, 0.053868, -0.014188, 0.079609, -0.010184, 0.104671, -0.042674, 0.116165, -0.078507, 0.05187, -0.045674, 0.048527, 0.079247, 0.033404, -0.097364, 0.008491, 0.08882, 0.01655, 0.071915, 0.031265, -0.000554, 0.057672, 0.01138, -0.010091, -0.030547, -0.027678, -0.094347, -0.095581, -0.04261, -0.009339, -0.021294, 0.004607, -0.097892, -0.063408, -0.080444, -0.028645, 0.014859, 0.089931, -0.039793, 0.020684, 0.028086, 0.061772, -0.003321, 0.042302, 0.204209, 0.021404, 0.022953, -0.017258, 0.043861, 0.009725, -0.011138, -0.02186, 0.015965, 0.069016, -0.014403, -0.015519, 0.040408, -0.058948, -0.063795, 0.097122, 0.023818, -0.024195, -0.033692, -0.142934, 0.080247, -0.048866, 0.065187, -0.026361, 0.043196, 0.053103, 0.077751, 0.009573, -0.012358, -0.06872, 0.006168, 0.023791, 0.002279, -0.03867, 0.143957, -0.038, -0.049606, 0.055834, -0.049115, -0.051873, 0.102746, -0.055362, -0.04304, 0.062083, 0.020502, 0.088285, 0.05669, 0.017005, -0.035971, 0.052874, 0.067386, -0.024801, -0.149456, -0.023986, -0.02163, -0.114596, 0.039986, 0.025387, -0.004555, -0.04097, 0.048327, -0.076845, 0.035946, 0.005467, -0.011094, -0.004448, 0.092667, -0.108717, 0.135739, -0.006279, 0.01655, -0.045051, -0.075536, 0.00554, 0.125307, 0.055669, 0.078898, -0.050125, -0.04122, 0.029452, 0.085285, -0.032533, -0.025645, 0.013152, 0.059754, 0.068555, 0.070392, -0.040572, 0.001228, 0.022848, -0.030401, -0.010141, 0.053279, -0.063948, 0.086079, -0.021927, -0.034369, 0.020627, -0.00735, 0.043685, 0.032429, -0.124613, -0.034638, -0.014206]
        }
      ],
      "embedding": [0.096717, 0.078892, 0.161131, -0.081278, 0.138796, 0.066162, 0.03776, 0.106873, -0.034993, 0.000252, -0.088512, 0.005457, 0.001709, -0.029268, 0.023736, -0.005692, -0.01094, 0.035635, -0.008678, 0.031906, -0.01044, 0.001964, 0.021417, 0.032828, 0.000517, 0.001656, -0.014588, 0.027819, -0.099113, 0.012512, -0.133873, 0.081074, 0.07604, -0.0484, 0.008635, 0.10724, 0.075246, 0.100919, -0.052239, -0.05029, -0.120543, -0.052018, -0.10791, 0.073642, 0.008473, 0.028039, -0.180794, 0.054503, -0.11689, 0.11584, -0.00837, 0.003337, -0.086254, 0.042564, -0.025463, 0.035357, -0.0239, -0.048568, 0.006869, 0.058725, -0.005148, -0.00581, 0.001579, -0.05418, 0.153263, -0.009329, -0.103335, -0.061533, 0.077851, 0.097264, 0.07051, 0.021169, 0.002893, -0.001491, 0.056854, -0.049599, -0.047694, 0.071601, 0.00973, -0.038536, -0.014697, 0.054316, 0.013479, 0.018535, 0.014237, 0.011981, 0.077758, -0.108957, -0.113262, 0.11071, 0.031589, -0.054447, -0.01067, 0.012923, 0.050045, -0.055611, -0.05677, -0.048791, -0.004836, -0.011772, -0.114961, -0.004968, 0.081084, -0.014542, -0.052615, -0.025686, -0.047381, -0.087863, -0.063754, 0.062275, -0.011346, 0.083355, -0.099443, 0.082705, -0.09718, 0.105192, -0.039445, 0.054409, -0.038207, 0.035941, -0.011537, -0.035419, -0.07619, 0.074523, 0.065315, 0.025075, 0.038024, -0.010373, 0.065246, 0.015043, 0.031739, 0.010476, -0.028284, -0.013266, -0.075062, 0.031139, -0.068367, -0.019049, -0.096191, 0.036648, -0.081556, -0.011971, -0.04241, -0.033436, 0.021638, 0.01527, -0.073392, -0.019171, 0.073503, 0.02598, -0.005257, 0.05701, 0.177784, 0.009886, -0.023863, 0.050052, 0.068628, 0.022778, -0.053881, -0.056927, 0.065523, 0.039897, -0.068303, -0.08766, -0.019076, 0.011459, -0.046217, 0.14032, 0.043084, -0.021436, 0.023606, -0.13076, 0.062586, -0.013944, -0.022265, -0.012162, 0.093962, 0.057645, 0.008414, -0.008015, 0.022164, -0.049503, 0.032885, 0.043902, -0.019942, -0.019247, 0.105631, -0.009386, -0.049614, 0.036211, -0.028968, -0.043044, 0.179332, -0.01695, 0.023273, 0.057733, -0.110796, 0.029574, 0.074948, 0.027707, -0.04559, -0.006188, 0.069754, 0.008815, -0.076878, -0.05112, 0.037031, -0.066652, 0.021958, 0.00015, -0.027864, -0.031048, -0.014909, -0.041121, 0.049177, -0.031065, -0.060936, -0.000914, 0.122923, -0.123745, 0.13495, -0.004378, 0.021717, -0.001962, -0.052853, 0.043285, 0.152007, 0.080748, 0.067878, -0.099628, -0.017454, 0.068977, 0.037216, 0.052904, -0.02489, 0.068701, 0.014526, 0.054321, 0.056483, -0.078997, 0.045392, 0.016125, -0.059218, -0.019649, 0.010802, -0.106501, 0.011575, 0.000958, 0.014723, -0.006868, -0.073793, 0.068251, 0.03713, -0.101008, 0.039319, -0.000597]
    },
    {
      "name": "openlibrary-mcp-server",
      "displayName": "Open Library",
      "description": "Search books and authors, fetch editions, browse subjects, and resolve cover images from Open Library via MCP. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://openlibrary.caseyjhand.com/mcp",
      "npm": "@cyanheads/openlibrary-mcp-server",
      "github": "https://github.com/cyanheads/openlibrary-mcp-server",
      "version": "0.1.10",
      "auth": "none",
      "keywords": [
        "books",
        "authors",
        "literature",
        "library",
        "reading",
        "ISBN",
        "book editions",
        "publishing",
        "book catalog",
        "novels",
        "nonfiction",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "open-library",
        "isbn",
        "editions",
        "internet-archive"
      ],
      "tools": [
        {
          "name": "openlibrary_search_books",
          "description": "Full-text book search across Open Library works. Supports field filters (title, author, subject, publisher, ISBN, language) and returns work-level records with edition counts, cover IDs, and reading availability. Use query for general search or combine specific field filters. Results are work-level — drill into editions via openlibrary_get_editions.",
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        },
        {
          "name": "openlibrary_get_work",
          "description": "Fetch a work by Open Library Work ID (OL…W). Returns title, description, subjects, cover IDs, and linked author IDs for follow-up lookups. Works represent the abstract book concept independent of any specific edition. Note: author names are not included — use openlibrary_get_author or openlibrary_search_books for names.",
          "embedding": [-0.009531, 0.048554, 0.085213, -0.017585, 0.140352, 0.018776, -0.091048, 0.071528, 0.00824, 0.023463, -0.117225, 0.09208, -0.023378, -0.040418, 0.091234, 0.090502, 0.052387, 0.012565, -0.006786, -0.005217, 0.059414, 0.053203, 0.063356, -0.101015, -0.003467, 0.001257, 0.002548, -0.071886, -0.118489, -0.058762, -0.172784, -0.054082, 0.039416, -0.026895, -0.068882, 0.007851, -0.05308, -0.039938, 0.01741, -0.115424, 0.059692, 0.002995, -0.101965, 0.025743, 0.079425, -0.044052, -0.226943, -0.003537, -0.041319, 0.033769, -0.052042, -0.05994, 0.047987, 0.046998, 0.043244, 0.06757, -0.019342, -0.077122, 0.023207, -0.001229, 0.023329, 0.001584, 0.079596, 0.024669, 0.074483, 0.014384, -0.043777, -0.043461, -0.023394, 0.158089, -0.031006, 0.016574, 0.003253, -0.034312, 0.067474, -0.069678, 0.082791, 0.049004, 0.037429, -0.002447, -0.048349, 0.125633, 0.052496, -0.003482, 0.083682, -0.009448, -0.042051, -0.131945, -0.000573, 0.011295, 0.0064, -0.160172, -0.022819, 0.004346, 0.076044, -0.063294, 0.06115, -0.003613, -0.059846, -0.005954, -0.034329, -0.014466, -0.016753, -0.033369, -0.090559, 0.056557, -0.024672, -0.070318, -0.03841, -0.008561, -0.010745, 0.046409, -0.081422, 0.076218, -0.010927, 0.053582, -0.035989, 0.069214, -0.027753, 0.071385, -0.078012, 0.010444, -0.010427, 0.013589, 0.065099, -0.023144, -0.069029, -0.025821, -0.043887, 0.004726, 0.116725, 0.037904, 0.008894, -0.009132, -0.006262, 0.028069, -0.072752, 0.133006, -0.047017, 0.026926, -0.0323, -0.090999, -0.018296, 0.020271, 0.023549, 0.043086, -0.057136, -0.04636, -0.040202, 0.049213, -0.028835, -0.004625, 0.041384, -0.088752, -0.060973, -0.037227, 0.135395, 0.083055, -0.01288, -0.033326, -0.020848, 0.104884, -0.068861, -0.043682, 0.052226, -0.043365, -0.08365, 0.037306, 0.04288, -0.115473, -0.054067, -0.032519, -0.030211, 0.036112, 0.176607, 0.015629, 0.108482, -0.074376, 0.043917, -0.00842, -0.009245, -0.056294, -0.095789, 0.041675, 0.006919, 0.007699, 0.009062, 0.046738, 0.048639, -0.003322, -0.066712, -0.099765, 0.033405, -0.001787, 0.063201, -0.000495, -0.108572, 0.154602, -0.030543, -0.035679, 0.091725, -0.068125, 0.05612, -0.019247, -0.099045, -0.010326, 0.090092, -0.035022, -0.003892, 0.00319, -0.029732, -0.05613, 0.056196, -0.078577, 0.032171, 0.030308, 0.009533, 0.00011, 0.095162, 0.026183, 0.194468, -0.05192, 0.044824, 0.04217, -0.062582, 0.034624, 0.09512, 0.083588, 0.002273, -0.036529, -0.02128, 0.030987, -0.025739, 0.067591, 0.008385, 0.045535, 0.013656, -0.011571, 0.006506, -0.034935, 0.02287, 0.075672, -0.058114, 0.048695, 0.107206, -0.065622, 0.058731, -0.08286, -0.014386, 0.090071, -0.024533, 0.055101, -0.057908, -0.076609, -0.034184, 0.007348]
        },
        {
          "name": "openlibrary_get_editions",
          "description": "List editions of a work — different publishers, languages, formats, and print runs. Returns ISBNs, publisher, language, page count, and edition OLIDs. Use after openlibrary_get_work or openlibrary_search_books to find a specific printing.",
          "embedding": [-0.041067, 0.046242, 0.108103, -0.009759, 0.137109, 0.085154, -0.022632, 0.058896, -0.068099, 0.060187, -0.107379, 0.034769, -0.050027, 0.0331, 0.104191, 0.02032, -0.0083, -0.040293, 0.018229, 0.018891, -0.013137, 0.038686, 0.079012, -0.076083, -0.00235, -0.005832, -0.010996, -0.001415, -0.121786, -0.10252, -0.125052, -0.007624, -0.006609, -0.045365, -0.045735, 0.045758, -0.092175, -0.024931, 0.040714, -0.089946, 0.011779, -0.038017, -0.05569, 0.039491, 0.016769, -0.029341, -0.234853, 0.03428, -0.056048, 0.044071, -0.080435, -0.028597, -0.009063, 0.008925, 0.008542, 0.065008, 0.018701, -0.080687, -0.001251, 0.034623, 0.048974, 0.01443, 0.07714, 0.044529, 0.113501, 0.022425, -0.061767, -0.051892, -0.004122, 0.142125, -0.0353, 0.013831, 0.019922, -0.026772, 0.112402, -0.092881, 0.063488, 0.055834, 0.020966, -0.039262, -0.025511, 0.072784, 0.078656, -0.002173, 0.069497, 0.007389, -0.054423, -0.078498, 0.03798, -0.015974, 0.080999, -0.153804, -0.010051, -0.013872, 0.110604, -0.116917, 0.039046, -0.024523, -0.046044, -0.01317, -0.018185, -0.023435, 0.061577, -0.024895, -0.103369, 0.002078, 0.000545, -0.015586, -0.036014, 0.000728, -0.029146, 0.000075, -0.08775, 0.086531, -0.008979, 0.062616, -0.040692, 0.062053, -0.044565, 0.107529, -0.051019, 0.059365, 0.0647, 0.079089, 0.050993, -0.045626, -0.003313, 0.01413, 0.01021, -0.03583, 0.053121, 0.020514, 0.034096, -0.085135, 0.061745, 0.002614, -0.062451, 0.087467, -0.020484, -0.014046, -0.110695, -0.009658, -0.089134, 0.025701, 0.034891, 0.054876, -0.049865, -0.034722, -0.061342, 0.041565, -0.03266, -0.012022, 0.039773, -0.055003, -0.011961, 0.001742, 0.077262, 0.125602, -0.050479, -0.077346, -0.036512, 0.004283, -0.018961, -0.071518, -0.014803, 0.005775, -0.047964, 0.096414, 0.022387, -0.113223, -0.075773, -0.026784, 0.036801, -0.021524, 0.113493, -0.026977, 0.140514, 0.005478, 0.032834, -0.003776, -0.022993, -0.045205, -0.115811, 0.057546, 0.013118, -0.005882, 0.00368, 0.028802, 0.069834, 0.012539, -0.057253, -0.101727, 0.044789, -0.013998, 0.093157, -0.014496, -0.068032, 0.146767, 0.006808, -0.054957, 0.03302, -0.065513, 0.060065, 0.03024, -0.024966, -0.030723, 0.076728, -0.047715, 0.026384, 0.01904, -0.008693, -0.085906, 0.020614, -0.083514, 0.034538, -0.016608, 0.023774, 0.03943, 0.150045, -0.043716, 0.222478, -0.076765, 0.053258, -0.015103, -0.112209, 0.028279, 0.085775, 0.104605, 0.04816, -0.066817, -0.002164, 0.055165, -0.008, 0.021767, 0.02347, 0.066722, -0.04827, -0.04053, 0.037468, 0.015574, 0.041781, 0.012719, -0.021137, 0.08246, 0.133187, -0.101589, 0.005546, -0.022735, -0.013402, 0.092126, 0.009935, 0.02717, -0.014329, -0.103536, -0.041668, 0.093655]
        },
        {
          "name": "openlibrary_get_edition",
          "description": "Fetch a single edition by identifier: ISBN-10, ISBN-13, OCLC, LCCN, or Open Library Edition ID (OL…M). Returns full edition metadata including authors, publisher, language, all identifier types, and the parent work ID. Use for ISBN lookups — pass id_type \"isbn\" for both ISBN-10 and ISBN-13.",
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        },
        {
          "name": "openlibrary_search_authors",
          "description": "Search Open Library authors by name. Returns Open Library Author IDs, names, birth/death dates, top works, and subject associations. Use author IDs for openlibrary_get_author (bio, remote IDs) or openlibrary_get_author_works (list of works).",
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        },
        {
          "name": "openlibrary_get_author",
          "description": "Fetch author detail by Open Library Author ID (OL…A). Returns bio, birth/death dates, photo IDs, and linked identifiers from Wikidata, VIAF, ISNI, Goodreads, and LibraryThing. Use openlibrary_search_authors to find an author ID first.",
          "embedding": [0.014263, 0.046961, 0.117022, -0.001314, 0.130419, 0.021255, -0.045735, 0.028353, -0.014601, 0.018396, -0.110225, 0.049478, -0.039457, -0.007523, 0.061253, 0.034821, -0.026196, -0.002979, -0.008898, 0.007214, 0.009771, 0.054934, 0.050997, -0.080456, 0.045446, -0.003351, -0.003186, -0.046687, -0.094744, -0.08074, -0.111023, -0.019479, 0.077602, -0.072832, -0.027387, 0.003416, -0.082798, -0.008061, 0.059985, 0.000639, -0.02447, -0.044967, -0.071986, 0.04592, 0.045978, -0.086834, -0.188857, 0.068685, 0.033617, 0.029584, -0.008605, -0.009794, -0.040854, 0.055264, 0.020949, 0.03071, -0.012804, -0.111916, 0.015282, 0.015772, 0.062309, 0.049659, 0.123227, -0.012389, 0.062314, 0.040716, -0.052799, -0.053401, -0.032689, 0.16944, 0.044802, 0.043485, 0.028024, -0.014758, 0.061, -0.083024, 0.069343, 0.046361, 0.11347, -0.002015, -0.059184, 0.058754, 0.080643, -0.015413, 0.060722, 0.024593, -0.035645, -0.032617, -0.010367, 0.003126, -0.01175, -0.189639, -0.030822, 0.016071, 0.059447, -0.098838, 0.048975, -0.051889, -0.04142, 0.009486, -0.031255, -0.033814, -0.041809, -0.061596, -0.098048, -0.017888, 0.011825, -0.046701, -0.005674, 0.039057, -0.029091, 0.109549, -0.115608, 0.080989, -0.038934, 0.09445, -0.026737, 0.040674, -0.025133, 0.075145, -0.091929, 0.02376, 0.021663, -0.004345, 0.031661, 0.058092, 0.021509, -0.011014, -0.011951, 0.068882, 0.079034, -0.013428, 0.033655, -0.010368, 0.068352, 0.003913, -0.115254, 0.116322, -0.037489, -0.004996, -0.054231, -0.033427, -0.020493, 0.035821, 0.093832, 0.09902, -0.047159, -0.01267, 0.013528, 0.036923, 0.007948, -0.01402, 0.100203, -0.084098, -0.019391, 0.016516, 0.135118, 0.10582, -0.034628, -0.083795, 0.025342, 0.097737, -0.07382, -0.077479, 0.035442, -0.049221, -0.06661, 0.053392, 0.037337, -0.168007, -0.04869, -0.021853, -0.014017, 0.014395, 0.104909, 0.025901, 0.135676, -0.042493, 0.028997, -0.014514, -0.016758, -0.050914, -0.09227, 0.070931, 0.040072, 0.014936, -0.006078, 0.021583, 0.102891, -0.053646, -0.033149, -0.116062, 0.069927, -0.047369, 0.104098, -0.023299, -0.060917, 0.108115, -0.040201, -0.028401, 0.026599, -0.065341, 0.055153, -0.001726, -0.085493, -0.052886, 0.109403, -0.034398, 0.081289, 0.016285, -0.00259, -0.057654, 0.02536, -0.027195, -0.011234, 0.006976, 0.019815, 0.005198, 0.120356, -0.008999, 0.195769, -0.072496, 0.061244, 0.036593, -0.100652, 0.086623, 0.09149, 0.075938, 0.06587, -0.032693, -0.043537, 0.009162, 0.017386, 0.061696, 0.068483, 0.037665, -0.017182, -0.0439, 0.013774, 0.012032, 0.065087, 0.029847, -0.049803, 0.065284, 0.067552, -0.056731, 0.021701, -0.053225, -0.050539, 0.113267, 0.025555, 0.038127, 0.002942, -0.115332, 0.034984, 0.062757]
        },
        {
          "name": "openlibrary_get_author_works",
          "description": "List works by an author. Returns titles, cover IDs, and work OLIDs for drilling into editions or details. Use openlibrary_get_author for author bio and details, or openlibrary_get_editions to explore specific printings.",
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        },
        {
          "name": "openlibrary_get_subject",
          "description": "Browse works by subject. Returns matching works with edition counts and cover IDs, plus the total work count for the subject. Subjects are user-contributed and may be inconsistent (\"science fiction\", \"Science fiction\", \"SF\" are separate tags). Try lowercase forms first.",
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        },
        {
          "name": "openlibrary_get_cover_url",
          "description": "Resolve a cover image URL for a book or author photo. Returns a direct HTTPS URL in the requested size (S/M/L). The Covers API always returns HTTP 200 — missing covers return a 1×1 placeholder GIF, not a 404. URLs can be embedded in markdown as ![cover](url).",
          "embedding": [-0.03278, 0.049649, 0.122923, 0.029105, 0.131725, 0.037579, -0.007981, 0.031697, -0.01787, 0.057113, -0.113481, 0.04247, -0.029885, -0.068194, 0.086681, -0.004772, -0.025255, 0.032612, -0.029335, -0.00097, -0.042678, 0.020672, -0.010593, -0.183458, -0.053707, -0.03936, 0.016181, -0.005681, 0.012431, -0.005809, -0.080554, -0.034089, 0.043819, -0.063457, 0.04763, -0.02355, -0.098718, -0.003813, -0.004488, -0.034686, 0.020371, 0.004538, -0.064937, 0.006419, 0.054763, -0.031221, -0.202994, 0.14043, -0.029554, 0.028278, -0.068438, -0.05819, 0.050347, 0.019606, 0.007615, 0.057061, 0.070453, -0.094888, 0.071557, 0.010184, 0.043322, -0.000544, 0.049116, 0.036391, -0.006544, -0.023015, -0.068991, -0.011168, 0.022291, 0.078663, 0.010277, 0.00125, 0.076332, -0.029718, 0.050399, -0.076691, 0.053935, 0.050913, 0.02584, -0.086934, -0.032236, -0.015926, 0.029964, 0.026527, 0.075148, 0.030602, -0.022559, -0.05149, -0.019577, 0.060332, 0.054913, -0.168251, -0.056509, -0.003309, 0.102067, -0.045794, 0.02039, -0.054796, -0.02323, 0.00066, 0.000081, -0.007715, -0.070385, -0.043508, -0.150621, 0.026413, 0.003822, -0.012902, -0.05844, -0.001571, 0.033004, 0.04608, -0.076132, 0.010696, -0.022306, 0.050944, -0.038452, 0.017894, -0.066259, 0.147534, -0.047541, 0.057588, 0.091521, 0.020235, 0.084939, 0.003822, -0.020308, 0.057425, -0.057632, 0.072389, 0.035452, 0.007406, 0.032894, -0.064377, 0.088264, 0.028803, -0.031933, -0.012944, 0.035733, -0.04353, -0.028451, -0.032226, -0.067504, 0.025879, 0.043315, 0.023455, -0.00752, -0.105008, 0.059683, 0.090163, 0.033662, 0.024585, 0.036772, -0.10324, -0.081134, -0.002722, 0.134062, 0.078051, -0.093273, -0.019889, 0.032143, 0.028863, -0.13407, -0.074314, 0.108624, 0.025135, -0.038619, 0.082116, 0.038355, -0.129729, -0.100618, -0.01737, -0.055485, 0.021651, 0.180964, -0.007775, 0.132906, -0.040135, -0.013903, 0.010054, -0.002915, 0.029154, 0.031046, 0.004244, -0.010168, -0.037326, 0.039072, 0.07685, 0.039726, -0.04893, -0.121674, -0.076806, 0.032911, -0.076681, 0.074718, 0.034835, -0.071267, 0.132565, -0.043196, -0.010128, 0.027717, -0.040587, 0.04633, -0.06433, -0.045067, -0.020163, 0.078427, -0.077543, -0.019342, -0.022428, 0.076636, -0.083998, 0.109636, -0.041384, 0.048778, 0.006291, 0.072645, -0.05196, 0.029343, -0.042648, 0.167498, 0.021084, 0.034027, -0.054654, -0.081303, 0.121655, 0.108558, 0.099931, 0.047601, -0.044813, -0.054092, -0.02431, -0.072668, 0.007151, -0.035251, 0.048567, -0.047874, -0.041367, 0.014061, 0.04179, 0.023373, -0.045953, -0.026584, 0.048904, 0.047031, -0.109964, 0.013385, -0.038679, 0.001645, 0.069501, -0.029483, 0.086918, -0.06546, -0.096394, -0.051019, 0.089309]
        }
      ],
      "embedding": [-0.018903, 0.041126, 0.112861, 0.008927, 0.17165, 0.035852, -0.032006, 0.05993, -0.032096, 0.019397, -0.133503, 0.039533, -0.073748, -0.017957, 0.064981, 0.006177, 0.000928, -0.054757, -0.056762, -0.035454, -0.025305, 0.032056, 0.070475, -0.053266, -0.054217, -0.022148, 0.023539, 0.006858, -0.048553, -0.003652, -0.081526, -0.022262, 0.016368, -0.006299, -0.000895, 0.005683, -0.038728, 0.001439, -0.028629, -0.071472, -0.012964, -0.030751, -0.067806, 0.050619, -0.006145, -0.024278, -0.226247, 0.074604, -0.066732, 0.055423, -0.097299, 0.019813, 0.046049, 0.020702, 0.0418, 0.081641, 0.056315, -0.095305, 0.053938, 0.034138, 0.1165, -0.024172, 0.045881, -0.030258, 0.071811, 0.009461, -0.089177, -0.097568, -0.028986, 0.093947, 0.034385, 0.072118, -0.002267, -0.01055, 0.078675, -0.112881, 0.036235, 0.029111, 0.03202, -0.007604, 0.019472, 0.068311, 0.088686, 0.043978, 0.062264, 0.000276, 0.010465, -0.051028, -0.030579, 0.018257, 0.040443, -0.183047, -0.0581, 0.001336, 0.148797, -0.024295, 0.016408, -0.068172, -0.035488, -0.002092, -0.061764, 0.034997, 0.00503, -0.02168, -0.103085, 0.054065, 0.015111, -0.025737, -0.073363, 0.011846, 0.007236, 0.074672, -0.10333, 0.066567, -0.084628, 0.071912, -0.019692, 0.047275, -0.053691, 0.099156, -0.020345, 0.039896, -0.009552, 0.064192, 0.034843, -0.081482, 0.033977, -0.019843, 0.012244, -0.046752, 0.09222, -0.024764, 0.013376, -0.033083, 0.055123, 0.072832, -0.020256, -0.019987, -0.069592, 0.015645, -0.074641, 0.013985, -0.031354, 0.010828, 0.078599, 0.05608, -0.083164, -0.029116, -0.029966, 0.04458, -0.065688, 0.013267, 0.067718, -0.040762, -0.082279, 0.086423, 0.133767, 0.114066, -0.037854, -0.056731, 0.056638, 0.023719, -0.082268, -0.111502, 0.028497, -0.010924, -0.058294, 0.111603, 0.010481, -0.091246, -0.037587, -0.026831, 0.021806, -0.042536, 0.148927, 0.01664, 0.132772, 0.007952, 0.002961, -0.00728, -0.030657, -0.009971, -0.062107, 0.024975, 0.009329, 0.01554, 0.022282, 0.088962, 0.063324, 0.012276, -0.063683, -0.07063, 0.089864, -0.039142, 0.088218, -0.025286, -0.099136, 0.11726, 0.023587, -0.009192, 0.074014, -0.027544, 0.071239, -0.027444, -0.051763, -0.084495, 0.066381, 0.011195, 0.034651, -0.004193, -0.016844, -0.082856, -0.00617, -0.088676, 0.017285, -0.015981, -0.050133, -0.020181, 0.076033, -0.030736, 0.193745, -0.090479, 0.036236, 0.00458, -0.070427, 0.106318, 0.121823, 0.043288, 0.094357, -0.058012, 0.001855, 0.055728, -0.003237, 0.087509, 0.013753, 0.072349, -0.032208, -0.031809, 0.009225, 0.000181, 0.039877, -0.038465, -0.065028, 0.035721, 0.083024, -0.121076, 0.031512, -0.026047, -0.007516, 0.051964, -0.043517, 0.094278, -0.033729, -0.144883, 0.011831, 0.066831]
    },
    {
      "name": "openstates-mcp-server",
      "displayName": "Open States",
      "description": "Search bills, legislators, committees, and events across all 50 US states, DC, and Puerto Rico via MCP. STDIO or Streamable HTTP.",
      "category": "government",
      "endpoint": "https://openstates.caseyjhand.com/mcp",
      "npm": "@cyanheads/openstates-mcp-server",
      "github": "https://github.com/cyanheads/openstates-mcp-server",
      "version": "0.1.5",
      "auth": "none",
      "keywords": [
        "state government",
        "state legislature",
        "state laws",
        "state bills",
        "legislators",
        "state politics",
        "policy",
        "statehouse",
        "legislation",
        "state representatives",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "ai",
        "bun",
        "stdio",
        "streamable-http",
        "openstates",
        "state-legislature",
        "bills",
        "open-states",
        "typescript"
      ],
      "tools": [
        {
          "name": "openstates_search_bills",
          "description": "Search state legislative bills across all covered US jurisdictions. Supports full-text search, jurisdiction/session filtering, subject tags, sponsor lookups, and sort order. Either jurisdiction or q (full-text) is required — combining both narrows results. include=sponsorships,actions returns sponsor and action history inline. sort=latest_action_desc surfaces bills currently moving. openstates_get_jurisdiction with include=legislative_sessions returns valid session identifiers for session filtering.",
          "embedding": [0.054583, 0.026927, 0.052782, 0.032492, 0.113682, 0.010505, 0.014453, 0.057384, -0.094349, -0.011441, -0.032598, -0.007668, -0.078409, -0.033263, 0.046125, 0.014485, 0.015099, 0.070589, -0.008602, -0.058219, 0.034141, 0.136573, 0.060209, -0.071923, 0.002842, -0.019381, -0.009497, 0.035617, -0.103354, 0.059373, -0.056177, 0.052928, -0.044351, -0.026834, 0.00492, 0.007258, -0.010959, 0.019233, 0.020853, -0.05169, -0.0014, -0.095345, -0.077501, 0.057393, 0.016783, 0.051839, -0.183884, 0.114609, -0.022408, 0.033045, -0.106127, 0.080677, -0.015047, 0.070126, -0.112235, 0.034503, 0.030811, -0.073343, -0.010498, -0.008224, 0.062689, -0.000213, 0.004875, -0.006113, 0.145957, 0.075919, -0.006552, -0.000363, -0.043326, 0.016115, 0.0289, 0.012068, -0.058742, 0.088478, 0.0962, -0.069282, -0.095203, 0.060283, 0.074067, -0.012468, 0.073081, -0.009637, 0.038922, -0.013914, 0.078689, -0.020409, -0.007274, -0.097967, 0.014612, 0.016398, -0.003903, -0.07653, 0.026099, 0.04912, 0.017614, -0.134814, -0.060744, -0.037491, 0.00855, -0.035125, 0.065936, -0.015998, 0.100362, -0.000116, -0.047368, 0.052761, 0.037809, -0.047524, -0.056678, -0.031155, 0.041847, 0.061766, -0.040289, -0.02608, -0.020911, 0.135565, 0.001606, -0.040321, -0.010425, 0.006141, -0.002086, 0.06712, 0.062669, 0.062697, 0.116759, 0.021844, 0.11817, -0.036117, 0.029138, -0.060804, 0.044893, -0.026969, 0.01545, 0.042995, -0.009479, 0.023681, 0.010903, -0.068629, 0.012003, -0.017466, -0.013967, -0.045089, 0.014017, 0.010028, -0.031891, -0.042326, -0.077468, 0.035266, -0.051165, 0.084829, -0.018562, 0.045463, 0.109802, 0.014263, 0.012807, 0.079677, 0.081535, 0.108745, -0.012358, 0.00472, -0.02633, 0.044308, -0.03431, -0.041965, 0.105837, 0.111403, -0.033981, 0.065017, 0.006566, -0.049406, 0.007596, -0.042219, 0.066337, -0.021267, 0.039259, -0.044636, 0.155875, 0.130241, 0.015069, 0.024407, -0.060841, -0.038815, -0.046811, 0.084345, -0.056955, -0.070266, 0.050693, -0.064346, 0.085755, -0.01931, -0.007728, -0.193898, 0.097103, -0.030506, 0.030168, 0.10604, -0.010776, 0.07854, 0.049973, 0.059153, 0.099683, 0.083117, 0.04815, -0.010068, -0.061667, 0.003275, 0.028903, -0.043961, 0.025437, 0.067867, -0.023456, -0.150196, 0.019399, -0.076328, 0.00811, 0.011866, -0.042662, -0.024048, 0.121187, -0.03986, 0.174635, 0.024377, 0.019387, 0.059808, -0.15417, 0.082652, 0.084648, 0.071695, 0.077329, -0.122402, 0.037968, 0.07995, 0.016574, -0.022336, 0.076958, -0.001018, -0.006809, 0.038509, -0.020582, 0.028939, 0.047367, 0.108108, 0.043877, -0.030739, 0.030862, -0.140877, 0.014262, -0.081477, -0.033057, -0.030343, -0.037106, -0.002733, 0.016001, -0.099313, 0.093692, 0.073054]
        },
        {
          "name": "openstates_get_bill",
          "description": "Fetch full detail for a specific state bill. Accepts either the three-part path (jurisdiction + session + bill_id) or a direct OCD bill ID (openstates_id from search results). Use include to request votes, actions, sponsorships, documents, and versions in one call rather than searching again. include=votes returns the full vote tally and per-legislator positions. include=actions returns the complete action history. Prefer openstates_id when available to avoid session identifier lookup.",
          "embedding": [0.027119, 0.003098, 0.052801, 0.010108, 0.12914, 0.021604, 0.034368, 0.024161, -0.089606, -0.046149, -0.025728, -0.028242, -0.115597, -0.114508, 0.043876, 0.018952, 0.077718, 0.039848, 0.000324, -0.070333, 0.064457, 0.119558, 0.064424, -0.062665, -0.006432, -0.046119, 0.000164, 0.034296, -0.075387, 0.075264, -0.041627, 0.011203, -0.071619, -0.013299, 0.035154, 0.005062, 0.001379, 0.012048, 0.006936, -0.05081, 0.017344, -0.081059, -0.083068, 0.023085, 0.068723, 0.059324, -0.157014, 0.12457, -0.078621, 0.056839, -0.085369, 0.088796, -0.039, 0.085956, -0.046037, 0.017785, 0.04137, -0.087837, -0.035676, -0.015335, 0.020568, -0.039723, 0.010031, -0.03715, 0.142002, 0.069169, -0.015103, 0.028045, 0.015918, 0.010187, 0.066733, 0.023341, -0.057243, 0.10116, 0.073189, -0.06512, -0.032362, 0.09603, 0.06492, -0.029742, -0.002253, -0.028553, 0.015273, -0.027563, 0.103724, -0.004852, -0.021987, -0.12113, -0.034571, -0.035854, -0.014174, -0.077671, 0.044752, 0.064128, -0.006881, -0.110391, -0.065399, -0.047582, 0.023743, -0.064031, 0.031833, -0.027728, 0.026143, -0.019432, -0.072861, 0.080781, -0.029034, -0.064688, -0.043708, 0.015466, -0.000305, 0.076751, -0.058604, 0.052935, -0.027147, 0.088099, -0.036153, -0.000884, 0.026587, -0.011936, -0.040254, 0.040211, 0.096813, 0.054303, 0.091655, 0.049117, 0.09237, -0.078892, 0.01407, -0.061549, 0.043312, 0.004497, -0.01701, 0.036435, -0.047369, 0.018204, -0.000314, -0.045314, 0.015125, 0.010719, 0.006072, -0.057927, -0.022763, -0.005636, -0.118828, 0.011139, -0.047785, 0.016403, -0.005085, 0.070432, -0.071859, 0.091924, 0.120614, -0.006003, 0.076057, 0.127123, 0.109381, 0.118026, 0.006387, -0.002978, 0.039575, 0.054902, -0.064816, -0.059293, 0.067929, 0.079187, -0.048762, 0.050549, 0.067175, -0.104611, -0.02236, 0.000426, 0.05994, -0.015222, 0.124302, -0.02994, 0.091282, 0.075277, 0.044992, 0.012732, -0.074373, -0.049277, -0.056331, 0.061331, -0.077502, -0.060522, 0.060242, -0.113466, 0.03836, 0.014312, 0.052097, -0.142964, 0.13131, -0.027975, 0.026047, 0.103129, 0.003207, 0.073946, 0.074305, 0.033979, 0.059044, 0.05287, 0.053106, -0.002533, 0.006192, 0.018817, 0.042206, -0.029022, 0.040799, 0.053316, -0.087597, -0.095813, 0.057167, -0.063779, -0.021125, 0.00936, -0.026541, -0.013352, 0.0877, -0.038712, 0.137928, 0.008299, 0.021853, 0.030056, -0.114329, 0.084921, 0.097112, 0.095335, 0.051581, -0.12368, -0.043943, 0.067073, 0.01114, -0.002859, 0.065993, -0.021127, -0.025695, 0.06313, -0.052422, 0.026552, 0.011971, 0.121073, 0.015326, -0.020434, 0.059648, -0.176747, -0.01202, -0.035042, -0.062482, -0.003703, -0.113792, 0.039553, -0.001079, -0.093976, 0.087115, 0.027178]
        },
        {
          "name": "openstates_search_people",
          "description": "Search state legislators and officials by name, jurisdiction, chamber, district, or party. Supports name substring matching (case-insensitive). org_classification targets a specific chamber: \"upper\" for Senate, \"lower\" for House/Assembly, \"legislature\" for all legislators, \"executive\" for governors and executive officials. include=offices adds phone, fax, and address. include=links adds website and social links. Omitting jurisdiction searches across all states and may return a large result set.",
          "embedding": [0.040166, 0.072355, 0.051823, 0.036443, 0.10836, 0.051412, 0.032651, 0.070307, -0.100681, -0.078128, -0.095315, -0.014687, -0.129385, -0.110783, 0.034998, -0.009924, -0.004138, 0.076606, -0.021634, -0.043449, 0.01927, 0.158559, 0.043971, -0.026673, 0.000395, 0.005109, -0.025362, 0.016853, -0.075732, 0.066693, -0.032234, 0.056217, -0.065859, 0.031771, -0.01097, 0.005446, -0.004759, 0.016364, 0.019804, -0.048507, -0.01319, -0.124335, -0.119869, 0.052119, 0.023435, 0.009484, -0.185828, 0.107912, -0.034153, 0.027722, -0.126322, 0.080602, 0.049655, 0.084652, -0.07316, -0.000869, 0.068629, -0.105558, 0.026104, -0.004802, 0.026306, 0.018234, -0.033744, -0.026993, 0.124765, 0.108527, 0.0062, -0.054488, -0.063211, 0.031848, 0.017147, 0.042096, -0.017798, 0.07402, 0.091898, -0.062048, -0.044464, 0.055775, 0.077727, -0.029241, 0.000456, 0.020177, 0.025776, 0.020245, 0.056413, -0.02551, -0.023536, -0.06986, 0.021253, 0.017222, 0.01054, -0.075803, -0.012451, 0.045884, -0.009936, -0.091397, -0.057321, 0.008418, 0.017388, -0.017194, 0.019624, -0.004966, 0.088585, 0.002382, -0.069198, 0.029914, 0.039339, 0.000156, -0.069761, 0.045192, 0.030928, 0.029043, -0.074507, 0.000004, -0.00469, 0.103963, -0.01107, -0.014132, 0.01752, -0.005683, 0.027546, 0.053834, 0.106911, 0.065079, 0.097714, 0.03828, 0.091297, -0.020551, 0.006518, -0.034339, 0.045458, -0.066167, 0.029507, 0.053707, -0.001489, 0.021004, 0.008742, -0.034546, 0.023482, 0.006423, 0.029973, -0.022827, 0.029824, -0.027382, -0.074349, -0.01215, -0.084066, 0.045918, -0.074203, 0.072092, -0.07532, 0.044469, 0.15669, -0.001702, 0.062952, 0.078938, 0.127208, 0.065363, 0.021101, -0.009527, -0.031441, 0.04503, -0.061002, -0.037065, 0.067383, 0.087602, -0.036554, 0.050114, 0.050545, 0.000635, -0.014633, -0.044388, 0.098283, -0.02437, 0.062051, -0.027424, 0.112109, 0.080962, -0.001621, -0.030796, -0.057168, -0.011091, -0.04193, 0.028319, -0.058724, -0.055567, 0.044036, -0.077092, 0.033268, -0.020161, 0.027745, -0.176965, 0.141793, -0.032019, 0.040873, 0.101525, -0.014195, 0.097958, 0.062866, 0.02785, 0.078492, 0.029, 0.102574, 0.017408, -0.027335, -0.040073, 0.042158, -0.043884, 0.001793, 0.050563, -0.015544, -0.097706, 0.015626, -0.076247, 0.036924, 0.026399, -0.031266, -0.033532, 0.141695, -0.036044, 0.189067, -0.004575, 0.011338, 0.098078, -0.148073, 0.165416, 0.096577, 0.057829, 0.040542, -0.104252, 0.003288, 0.102744, 0.057472, -0.038133, 0.07822, -0.050171, -0.00041, 0.027209, -0.011155, -0.01172, 0.061279, 0.049372, 0.032557, -0.023351, -0.00811, -0.108303, -0.008457, -0.052941, -0.035049, 0.001763, -0.041716, 0.015233, 0.052229, -0.09631, 0.098842, 0.054613]
        },
        {
          "name": "openstates_get_legislators_by_location",
          "description": "Find all state legislators representing a geographic coordinate. Pass latitude and longitude to get state senators and representatives (and potentially governor/executive officials) for that location. Useful for constituent-to-representative matching, address-based policy research, and electoral boundary analysis. This server does not geocode addresses — the caller must provide decimal-degree coordinates. Use include=offices to get contact information alongside the legislator list.",
          "embedding": [0.056058, 0.05403, 0.065071, 0.045729, 0.126158, 0.023316, -0.021299, 0.044323, -0.099127, -0.020375, -0.071529, -0.06763, -0.093318, -0.145851, 0.04408, 0.020786, 0.003967, 0.028091, -0.035467, -0.039864, 0.056126, 0.161496, 0.027065, -0.030469, -0.01278, -0.03026, -0.024842, 0.056261, -0.042125, 0.060898, -0.07471, 0.053776, -0.080016, -0.033285, 0.010199, -0.026101, -0.003684, 0.021831, 0.0136, -0.032506, 0.012618, -0.07109, -0.055167, 0.068359, 0.007845, 0.005186, -0.179305, 0.133771, -0.023941, 0.010692, -0.111221, 0.074735, -0.019079, 0.123005, -0.102154, 0.036605, 0.057266, -0.120151, 0.011334, -0.034201, -0.007752, 0.021241, -0.005908, 0.021331, 0.09143, 0.105648, 0.024589, -0.047298, -0.041207, 0.028677, -0.010563, -0.015465, -0.024211, 0.115608, 0.059601, -0.070724, -0.053747, 0.079941, 0.099257, -0.020896, -0.037919, -0.045485, 0.006095, -0.057828, 0.019255, 0.012096, -0.021432, -0.093133, 0.006193, 0.037115, 0.012134, -0.069861, -0.062086, 0.013403, 0.017358, -0.12148, -0.060418, 0.003129, 0.004029, -0.046823, 0.025198, 0.002146, 0.084793, -0.025129, -0.075875, 0.029236, 0.040413, -0.048385, -0.027538, 0.009853, -0.013712, 0.073162, -0.052546, 0.008856, -0.000327, 0.09237, 0.009194, 0.006549, -0.020905, -0.025628, -0.008805, 0.064606, 0.057406, 0.080538, 0.064661, 0.049439, 0.081223, -0.055105, 0.006671, -0.028849, 0.022854, 0.006006, -0.005558, 0.101376, 0.036838, -0.004294, -0.02296, -0.06303, 0.017458, 0.008388, 0.001294, 0.004073, 0.061535, 0.011494, -0.077492, -0.033098, -0.113582, -0.002749, -0.026048, 0.105389, -0.02977, 0.073422, 0.127346, 0.051402, 0.027122, 0.073422, 0.105079, 0.134918, 0.009122, -0.00253, -0.050383, 0.021315, -0.077198, -0.023674, 0.03481, 0.110478, -0.013045, 0.035901, 0.061302, -0.013185, -0.002731, -0.051633, 0.002864, 0.038779, 0.097986, -0.076546, 0.131129, 0.056697, 0.05083, -0.033521, -0.02681, -0.046623, -0.042848, 0.085467, -0.006151, -0.020052, 0.039503, -0.069201, 0.015097, -0.003207, 0.070022, -0.153442, 0.083447, -0.092296, 0.024446, 0.063019, -0.057887, 0.094449, -0.003848, 0.048236, 0.01894, -0.001073, 0.100706, 0.067386, -0.023136, -0.049928, 0.039158, -0.066641, 0.069882, 0.127794, -0.113294, -0.076471, 0.019605, -0.025617, -0.021103, 0.054641, -0.014372, -0.057248, 0.142324, -0.057407, 0.164186, 0.022289, 0.06519, 0.05167, -0.112566, 0.161095, 0.067785, 0.11898, 0.060827, -0.112095, -0.037149, 0.053149, 0.060621, -0.074778, 0.048619, -0.004815, 0.025325, 0.006563, 0.008358, -0.015762, 0.013706, 0.092013, 0.022911, -0.025041, -0.004043, -0.089142, 0.001916, -0.039181, -0.063586, -0.001093, -0.080259, 0.026609, -0.004076, -0.104446, 0.077789, 0.064113]
        },
        {
          "name": "openstates_search_committees",
          "description": "List committees for a jurisdiction. Experimental — Open States is actively working to restore committee support and not all states have data. Use chamber to scope to upper (senate) or lower (house) committees. Use classification=subcommittee to find subcommittees of a parent. Use include=memberships to get the full roster with member roles. The coverage_note field in the output will always note the experimental coverage limitations.",
          "embedding": [0.055877, -0.012201, 0.067975, 0.049838, 0.115974, 0.052685, 0.047121, 0.056258, -0.090156, -0.031536, -0.001342, -0.062439, -0.079837, -0.108177, 0.060549, 0.040693, 0.024432, 0.027101, -0.048229, 0.000292, 0.002555, 0.122559, 0.028075, -0.078589, -0.019871, -0.016617, -0.000427, 0.069089, -0.040851, 0.045783, -0.017774, 0.07288, -0.080093, -0.031469, -0.033673, 0.022899, -0.00863, -0.000618, 0.042669, -0.066894, -0.002483, -0.088369, -0.081989, 0.06695, 0.042438, 0.078501, -0.108473, 0.111968, -0.030084, 0.0237, -0.142123, 0.064731, 0.068867, 0.065033, -0.09351, 0.053352, 0.042762, -0.023598, 0.0012, -0.034173, 0.057621, -0.005018, 0.00216, -0.023576, 0.127303, 0.070264, -0.033429, -0.019389, -0.006634, 0.051676, -0.043775, 0.03382, -0.076117, 0.053537, 0.116303, -0.006562, -0.065501, 0.03357, 0.082025, -0.024897, 0.098739, 0.017125, 0.023075, 0.02129, 0.048024, -0.066191, -0.002092, -0.120987, -0.007706, 0.037186, 0.044856, -0.070781, 0.039493, 0.048773, 0.067159, -0.158756, -0.090929, -0.032985, 0.024717, -0.018825, 0.009374, 0.020496, 0.05087, 0.001129, -0.066757, 0.0408, 0.007391, -0.018553, -0.128399, -0.03716, 0.069333, 0.037569, -0.07185, 0.054104, -0.027346, 0.04867, -0.043494, 0.005531, 0.06392, 0.008044, -0.011822, 0.094436, 0.060058, 0.073877, 0.025891, -0.033144, 0.062193, 0.023874, 0.061913, -0.081406, 0.028313, -0.013648, -0.018598, 0.080688, 0.003466, 0.051125, 0.065407, -0.030694, 0.035867, 0.042197, -0.031049, -0.043258, 0.046694, -0.045155, -0.079067, 0.005193, -0.092786, 0.046285, -0.102128, 0.026111, -0.098096, 0.061385, 0.104431, 0.01028, 0.049213, 0.076263, 0.039168, 0.076838, 0.04341, 0.054994, 0.000674, 0.045554, -0.006844, -0.020307, 0.062341, 0.092121, 0.010951, 0.056067, 0.006664, 0.00469, -0.087404, -0.053895, 0.079217, -0.03048, 0.074602, -0.034579, 0.092967, 0.070862, 0.040127, -0.033906, -0.059381, -0.089471, -0.061909, 0.015861, -0.037305, -0.063857, 0.077762, -0.073611, 0.043525, -0.024418, 0.034494, -0.139628, 0.140602, -0.047776, 0.046132, 0.049472, 0.028593, 0.069722, 0.080687, 0.017524, 0.075617, 0.112845, 0.074454, 0.048268, 0.030421, 0.005135, 0.041025, -0.048919, 0.024812, 0.060588, -0.038336, -0.106957, 0.01552, -0.053826, 0.014486, 0.031615, -0.070132, -0.017376, 0.091304, -0.032888, 0.181443, 0.010847, 0.06497, 0.024518, -0.126614, 0.139951, 0.060825, 0.107559, 0.084223, -0.110494, 0.049898, 0.093545, 0.042434, 0.005725, 0.07535, -0.016373, -0.009361, 0.026675, -0.029628, -0.008809, 0.032225, 0.132884, 0.071001, -0.010981, 0.039095, -0.113239, 0.03211, -0.04704, -0.028678, -0.007298, -0.091051, 0.051124, 0.046591, -0.137517, 0.097432, 0.058349]
        },
        {
          "name": "openstates_get_committee",
          "description": "Fetch committee detail by OCD organization ID. Returns name, classification, and membership roster when include=memberships is requested. Experimental — not all states have committee data in Open States. Obtain the committee_id from openstates_search_committees.",
          "embedding": [0.045183, 0.026536, 0.047872, 0.020348, 0.090102, 0.001402, 0.030135, 0.065269, -0.105113, -0.00163, -0.004587, -0.012883, -0.111289, -0.116796, 0.027306, 0.016982, 0.003213, 0.056303, -0.019733, -0.064313, 0.016294, 0.143499, 0.030872, -0.079972, -0.051842, -0.040855, 0.010336, 0.051255, -0.048769, 0.058032, -0.062033, 0.043466, -0.028157, -0.024878, 0.01754, 0.011167, -0.033599, -0.022947, 0.055358, -0.053922, -0.016349, -0.10717, -0.068685, 0.073628, 0.037718, 0.030075, -0.154264, 0.124292, -0.050323, 0.053825, -0.092031, 0.048923, -0.017257, 0.092727, -0.098371, 0.015598, 0.04211, -0.034865, -0.058097, -0.009832, 0.026678, -0.006278, 0.049099, 0.006433, 0.135141, 0.083476, -0.005201, -0.000467, 0.020589, 0.058288, 0.005859, -0.01119, -0.055432, 0.045619, 0.085315, -0.044752, -0.037871, 0.103062, 0.127003, -0.036737, 0.06399, 0.028498, 0.026163, 0.003962, 0.067676, -0.0417, -0.024717, -0.0998, -0.019215, 0.015337, 0.03386, -0.028429, -0.010551, -0.023774, 0.04735, -0.184628, -0.069887, -0.021321, 0.015895, -0.036699, 0.032095, 0.023384, 0.035535, -0.000815, -0.064548, 0.050458, -0.019379, -0.051581, -0.099927, -0.020239, 0.020619, 0.087341, -0.07929, 0.007226, -0.033023, 0.052725, -0.002777, -0.04051, 0.030412, 0.001383, -0.021416, 0.049741, 0.061856, 0.033164, 0.05692, 0.023631, 0.061983, -0.000458, 0.050402, -0.052802, 0.034438, -0.048459, -0.038474, 0.057032, -0.023774, 0.055192, 0.014406, -0.027624, 0.00798, 0.06061, -0.048528, -0.003539, 0.010873, 0.015122, -0.044192, 0.019711, -0.087193, 0.00619, -0.055514, 0.070238, -0.05727, 0.062434, 0.125968, 0.000903, 0.075653, 0.111633, 0.102241, 0.091652, 0.010818, -0.019777, -0.081737, 0.070193, -0.052466, -0.012302, 0.027106, 0.072636, -0.043869, 0.058875, 0.040233, -0.041792, -0.051057, -0.05155, 0.067901, 0.031565, 0.080159, -0.026524, 0.08294, 0.043573, 0.052458, -0.021678, -0.05092, -0.113963, -0.074978, 0.035864, -0.036548, -0.017246, 0.06746, -0.102127, 0.043501, -0.007428, 0.063586, -0.158895, 0.131382, -0.083051, 0.081912, 0.06707, -0.002473, 0.074546, 0.043927, 0.018365, 0.065489, 0.053506, 0.070855, -0.00862, 0.01252, -0.017283, 0.029487, -0.006443, 0.03321, 0.049794, -0.051546, -0.093034, 0.047986, -0.074067, 0.009789, 0.054848, -0.073702, 0.012244, 0.139701, -0.058675, 0.213839, 0.002055, 0.048795, 0.071776, -0.126829, 0.150826, 0.033367, 0.123765, 0.10565, -0.108769, 0.010762, 0.074001, -0.010966, -0.023293, 0.056599, 0.032101, -0.018832, 0.023002, 0.013033, -0.006155, 0.038041, 0.117957, 0.042021, -0.043373, 0.061267, -0.140973, 0.025696, -0.034142, -0.047347, 0.007393, -0.087371, 0.034597, 0.072111, -0.109578, 0.091303, 0.031973]
        },
        {
          "name": "openstates_search_events",
          "description": "Search hearings, floor sessions, and committee meetings. Experimental — most states do not publish event data to Open States. Use after and before to scope to a date range. Set require_bills=true to filter to events with bills on the agenda, which is the most useful filter for tracking legislation through committee. Use include=agenda,participants for full meeting context. Empty results often indicate the state lacks event data rather than no events occurring.",
          "embedding": [0.037898, -0.010901, 0.060198, 0.025932, 0.110141, -0.017476, 0.027891, 0.065369, -0.081698, -0.008146, 0.003743, -0.026413, -0.120738, -0.022834, 0.033663, -0.010571, -0.011352, 0.002866, -0.071559, -0.042825, 0.038664, 0.148125, 0.024301, -0.047458, 0.018723, -0.035591, -0.008715, -0.001843, -0.04135, 0.08783, -0.038949, 0.080411, -0.07857, -0.006368, -0.019967, 0.028893, -0.009879, -0.016912, 0.046797, -0.055498, -0.007252, -0.072362, -0.105168, 0.034586, 0.029369, 0.056257, -0.122971, 0.097886, -0.044808, 0.089614, -0.107641, 0.110657, 0.075752, 0.093683, -0.048654, 0.02054, 0.026053, -0.058106, -0.071613, 0.008747, 0.061804, -0.0423, -0.012467, -0.041942, 0.160621, 0.05247, -0.029509, -0.01994, 0.042026, -0.046902, -0.019707, 0.073242, -0.066015, 0.095534, 0.096449, 0.020643, -0.031273, 0.036464, 0.070387, -0.008388, 0.118902, -0.012057, 0.016179, -0.035962, 0.068677, -0.016611, -0.01301, -0.138903, -0.00456, -0.016567, -0.013802, -0.032522, 0.05582, 0.052622, -0.012714, -0.077625, -0.098771, 0.022511, 0.024081, -0.042637, -0.051716, -0.031791, 0.032864, -0.004427, -0.06012, 0.072138, -0.028014, -0.041474, -0.078945, -0.006295, 0.020061, 0.058519, -0.068084, -0.010359, 0.00606, 0.07821, -0.033178, 0.007692, 0.033897, -0.033933, -0.001752, 0.054915, 0.096722, 0.071642, -0.006186, -0.031152, 0.099815, 0.004109, -0.001103, -0.078093, 0.056325, -0.04497, -0.033575, 0.007025, -0.021467, 0.049151, 0.025828, -0.082311, 0.001834, 0.042779, 0.021277, -0.029353, 0.019686, -0.061794, -0.075523, 0.011228, -0.082815, -0.017832, -0.052899, 0.036389, -0.054189, 0.094839, 0.145419, -0.008823, 0.053416, 0.0838, 0.021987, 0.096066, 0.02462, 0.017627, -0.002569, 0.086707, -0.03769, -0.073109, 0.077506, 0.099255, -0.008583, 0.064538, 0.061593, -0.010345, -0.02033, -0.019707, 0.064685, -0.026927, 0.117825, -0.045364, 0.088496, 0.040002, 0.007998, -0.003113, -0.044466, -0.063239, -0.064198, 0.027263, -0.05905, -0.062928, 0.083517, -0.057737, 0.002652, -0.002278, -0.007703, -0.152739, 0.204322, -0.098703, 0.011229, 0.040113, 0.025679, 0.058861, 0.0932, 0.053788, 0.090536, 0.07478, 0.075071, 0.035309, 0.029898, -0.022902, 0.045731, -0.060188, 0.019895, 0.020719, -0.022565, -0.135365, 0.030379, -0.012442, -0.014531, -0.020408, -0.025376, 0.021245, 0.099302, -0.089765, 0.147945, 0.010021, 0.080174, 0.03311, -0.109913, 0.057379, 0.052013, 0.108069, 0.096285, -0.120804, 0.022929, 0.095926, 0.028441, 0.020659, 0.043836, -0.026533, -0.01613, 0.032149, -0.034429, 0.031184, 0.079514, 0.124503, 0.059838, -0.019018, -0.004499, -0.171615, 0.053097, -0.077213, -0.063567, -0.020768, -0.104972, 0.02031, 0.007415, -0.116932, 0.077501, 0.089593]
        },
        {
          "name": "openstates_get_event",
          "description": "Fetch full event detail by OCD event ID. Returns agenda, participants, media links, and associated documents when requested via include. Experimental — event coverage is limited in Open States. Obtain the event_id from openstates_search_events.",
          "embedding": [0.04734, 0.00657, 0.081495, 0.012824, 0.123726, -0.031071, 0.042373, 0.081004, -0.092717, -0.04129, -0.024262, 0.000361, -0.095953, -0.07738, 0.00734, 0.021196, -0.013933, -0.009217, -0.022003, -0.094647, 0.030148, 0.139959, -0.00415, -0.023262, -0.005041, -0.052263, -0.000753, 0.025337, -0.083415, 0.019586, -0.070381, 0.02673, -0.01516, -0.006102, 0.028795, 0.010719, -0.041302, 0.002394, 0.023689, -0.022876, 0.027505, -0.073967, -0.107291, 0.044791, 0.036146, 0.021318, -0.184015, 0.132186, -0.047318, 0.052643, -0.089667, 0.104232, 0.015058, 0.1104, -0.05335, 0.048853, 0.037946, -0.07457, -0.018271, -0.03595, 0.056834, -0.02992, 0.009304, 0.005393, 0.143262, 0.056248, 0.021633, 0.028902, 0.01472, 0.022966, -0.003897, 0.028438, -0.044259, 0.112434, 0.125372, -0.060277, -0.041294, 0.105423, 0.094481, -0.032039, 0.070108, -0.012143, 0.045567, -0.014221, 0.074931, -0.036975, -0.0578, -0.123869, -0.021139, -0.000396, 0.00627, -0.060965, 0.013837, 0.005426, 0.016118, -0.090591, -0.072943, -0.062309, 0.018661, -0.044469, 0.021204, 0.016112, 0.011403, 0.026877, -0.101734, 0.045863, -0.02115, -0.05608, -0.0635, 0.011104, 0.016525, 0.073453, -0.075639, -0.037289, -0.038844, 0.079939, -0.015357, 0.009569, 0.038495, -0.017769, -0.055648, 0.022918, 0.042332, 0.061309, 0.065434, 0.016335, 0.068852, -0.044647, 0.011803, -0.065314, 0.049886, -0.080995, -0.039585, 0.044454, -0.019481, 0.035143, 0.036632, -0.068654, 0.007367, 0.018192, -0.041646, -0.060753, 0.001512, 0.002331, -0.057375, 0.02908, -0.074061, -0.014634, -0.066359, 0.060534, -0.034673, 0.049198, 0.109714, 0.021073, 0.035155, 0.085803, 0.130822, 0.093106, -0.010702, -0.02083, -0.031417, 0.067612, -0.041808, -0.065898, 0.076719, 0.092226, -0.088199, 0.073688, 0.060588, -0.060889, -0.0153, 0.000749, 0.052422, 0.031309, 0.086461, -0.048529, 0.11913, 0.049733, -0.000123, -0.010213, -0.062351, -0.092812, -0.041455, 0.015411, -0.036653, -0.070368, 0.055475, -0.070225, 0.019238, 0.015265, 0.030049, -0.161457, 0.110728, -0.067989, 0.047646, 0.070036, -0.011432, 0.082309, 0.079264, 0.095731, 0.067541, 0.068853, 0.050844, -0.010058, -0.016963, -0.059391, 0.079165, -0.031253, 0.003187, 0.017696, -0.030708, -0.125478, 0.088382, -0.056229, 0.007702, 0.046662, -0.060287, -0.018581, 0.126104, -0.068709, 0.175589, -0.001009, 0.063182, 0.046665, -0.12429, 0.094365, 0.039315, 0.103451, 0.094725, -0.10526, -0.001241, 0.073916, -0.010944, -0.004184, 0.081704, -0.000234, -0.035385, 0.049381, 0.005735, -0.039305, 0.063257, 0.109892, 0.044651, -0.010066, 0.025914, -0.163435, 0.019354, -0.036171, -0.077211, 0.018608, -0.094748, 0.019271, 0.015362, -0.098737, 0.102334, 0.060901]
        },
        {
          "name": "openstates_list_jurisdictions",
          "description": "List all jurisdictions covered by Open States — all 50 states, DC, and Puerto Rico. Returns coverage metadata: latest bill update time, latest people update time, and optionally all legislative sessions with their identifiers. Use this when you need to discover valid session identifiers for a state before calling openstates_search_bills with a session filter. The legislative_sessions include option returns all historical and current sessions — always check valid session identifiers here before using them in bill searches, since formats vary widely by state (e.g., \"2025\", \"2025-2026\", \"2025rs\", \"2025s1\").",
          "embedding": [0.050978, 0.023975, 0.081968, 0.065339, 0.10016, 0.007648, 0.053987, 0.063995, -0.157224, -0.000068, -0.005309, -0.01676, -0.082931, -0.050963, 0.024039, 0.063406, 0.003053, 0.060664, -0.020039, -0.072699, 0.061893, 0.129773, 0.017236, -0.087494, -0.042777, 0.002524, -0.039201, 0.015283, -0.090516, 0.089401, -0.060031, 0.069172, -0.085753, 0.051397, -0.00776, 0.016538, -0.031589, 0.021836, 0.030326, -0.058478, 0.072676, -0.107233, -0.087393, 0.030471, -0.002401, 0.050844, -0.14555, 0.111163, 0.006219, 0.007105, -0.124308, 0.053369, -0.010762, 0.074772, -0.095829, 0.049574, 0.032344, -0.070389, -0.036498, -0.040172, 0.033548, -0.033696, -0.025629, -0.010274, 0.165156, 0.027494, -0.008488, -0.023559, 0.007269, 0.011226, -0.01813, 0.042971, -0.013807, 0.09093, 0.085915, -0.078553, -0.106157, 0.043232, 0.089136, -0.047016, 0.068747, 0.013095, 0.033826, -0.064175, 0.048948, -0.026109, -0.023924, -0.124848, 0.002917, -0.020286, 0.034434, -0.06597, 0.060764, 0.084453, 0.047783, -0.136811, -0.10571, -0.033447, 0.002135, -0.038097, 0.050489, -0.019445, 0.054914, -0.034023, -0.064355, -0.010673, 0.031823, -0.040849, -0.084552, -0.000587, 0.052165, 0.056369, -0.031493, 0.033096, -0.029849, 0.08899, 0.012182, 0.002508, 0.020866, -0.000258, -0.00436, 0.029322, 0.046582, 0.062291, 0.090574, -0.006732, 0.088613, 0.012089, 0.050196, -0.05166, 0.022315, -0.049787, -0.00727, 0.028391, 0.005013, 0.018512, -0.007148, -0.030491, 0.058328, -0.01304, -0.007537, -0.04461, 0.002987, -0.038326, -0.046138, -0.03787, -0.076396, 0.007594, -0.043036, 0.090357, -0.029613, 0.109307, 0.112888, 0.008952, 0.035117, 0.057962, 0.060216, 0.143494, -0.030425, -0.032231, 0.025608, 0.007205, -0.023, -0.069961, 0.087141, 0.080793, -0.0299, 0.088162, 0.058884, -0.036306, -0.022936, -0.023015, 0.022289, -0.005044, 0.069108, -0.053521, 0.139029, 0.081613, 0.030609, 0.007484, -0.063855, -0.032928, -0.041306, 0.064895, -0.045913, -0.056965, 0.07114, -0.021572, 0.066741, 0.044173, 0.083866, -0.165202, 0.078745, -0.050351, 0.035303, 0.102906, -0.002589, 0.088756, 0.061287, 0.073031, 0.075872, 0.094033, 0.040594, 0.033772, -0.022427, 0.011498, 0.067556, -0.068974, 0.024454, 0.028622, -0.002434, -0.103836, 0.017721, -0.042972, 0.008994, 0.003967, -0.024376, -0.028756, 0.139894, -0.036366, 0.17621, 0.033061, 0.06194, 0.020524, -0.117076, 0.086396, 0.050039, 0.099668, 0.093984, -0.116971, 0.017369, 0.056793, 0.026104, -0.078269, 0.05396, 0.003227, -0.024896, 0.00765, -0.029607, 0.004006, 0.035106, 0.094241, 0.077756, -0.034489, -0.001193, -0.11974, -0.002115, -0.085703, -0.098419, 0.023921, -0.061937, 0.008208, -0.007622, -0.110326, 0.084125, 0.107908]
        },
        {
          "name": "openstates_get_jurisdiction",
          "description": "Fetch full metadata for a specific jurisdiction including all legislative sessions, their identifiers, and coverage dates. Use when you need to know the exact session identifier for a state before filtering bill searches — session formats vary widely (e.g., \"2025\", \"2025rs\", \"2025s1\"). Jurisdiction IDs follow OCD format: ocd-jurisdiction/country:us/state:{abbr}/government (e.g., ocd-jurisdiction/country:us/state:wa/government). State names (e.g., \"Washington\") and two-letter abbreviations (e.g., \"wa\") are also accepted.",
          "embedding": [0.069704, 0.022597, 0.004095, 0.051121, 0.103474, 0.007665, 0.038261, 0.053099, -0.113274, -0.020476, -0.011661, 0.007529, -0.074795, -0.079822, 0.02123, 0.081007, 0.066833, 0.075848, -0.017796, -0.078723, 0.057259, 0.128499, 0.060479, -0.027545, -0.004776, -0.035207, -0.034094, 0.054122, -0.070549, 0.042362, -0.037848, 0.05635, -0.086075, 0.047914, -0.00248, -0.009758, -0.002971, -0.02049, 0.011944, -0.021254, 0.029481, -0.153578, -0.10274, 0.014025, 0.045432, 0.041129, -0.15581, 0.127281, -0.013979, 0.008573, -0.0894, 0.043693, -0.016842, 0.091965, -0.039549, 0.021695, 0.052, -0.084403, -0.024222, -0.024989, 0.032451, -0.040833, -0.036584, -0.004822, 0.140713, 0.052029, -0.045478, -0.005195, 0.032353, 0.032574, -0.025499, 0.031208, -0.004787, 0.062766, 0.064123, -0.001597, -0.072044, 0.102616, 0.065039, -0.017019, 0.023498, -0.010122, 0.055836, -0.07878, 0.060465, -0.028183, -0.06315, -0.088647, -0.024224, -0.027099, 0.000573, -0.045706, 0.025099, 0.055319, 0.059029, -0.167386, -0.078545, -0.039899, 0.020717, -0.056888, 0.10449, 0.012205, 0.05923, 0.019549, -0.045936, -0.011715, 0.015637, -0.053514, -0.031245, 0.002924, 0.042576, 0.073429, -0.010877, 0.04848, -0.016734, 0.04551, -0.006781, -0.00545, 0.009127, 0.045744, -0.00909, 0.048908, 0.034619, 0.071215, 0.086258, -0.026706, 0.052472, -0.028254, 0.060169, -0.026958, -0.016197, -0.031896, 0.039863, 0.04567, 0.013199, 0.019935, -0.031796, 0.015344, 0.102747, 0.006918, 0.013849, -0.040228, -0.031103, -0.015759, -0.028534, 0.013797, -0.077374, 0.006669, -0.050086, 0.108342, 0.002448, 0.119481, 0.11194, 0.029939, 0.041285, 0.037985, 0.081539, 0.129774, -0.030951, -0.040137, -0.025715, 0.031958, -0.027286, -0.029131, 0.036107, 0.082028, -0.033777, 0.089756, 0.078122, -0.093623, -0.017764, -0.014394, 0.076938, 0.036712, 0.114968, -0.043461, 0.088872, 0.04863, 0.036734, -0.055325, -0.067443, -0.037119, -0.03768, 0.089929, 0.003519, -0.034359, 0.10164, -0.068064, 0.002323, 0.026464, 0.055005, -0.122715, 0.101688, -0.06342, 0.024118, 0.076725, -0.015588, 0.081364, 0.083844, 0.074161, 0.069701, 0.07644, 0.071434, -0.003315, -0.013831, 0.006996, 0.047208, -0.048654, 0.004041, 0.025194, 0.022171, -0.145997, 0.036304, -0.047928, -0.014775, 0.048945, -0.072947, -0.037683, 0.124805, -0.091581, 0.158021, -0.032509, 0.042051, 0.059058, -0.105654, 0.091942, 0.056076, 0.120923, 0.091233, -0.148888, 0.025577, 0.048466, 0.034398, -0.06022, 0.056695, -0.011552, -0.034252, 0.03449, 0.017468, -0.00287, 0.05446, 0.109226, 0.024773, -0.058205, 0.046208, -0.162622, -0.008979, -0.090544, -0.099353, 0.059562, -0.092212, 0.047903, 0.023917, -0.116116, 0.114853, 0.069195]
        }
      ],
      "embedding": [0.072522, 0.014256, 0.087562, 0.043412, 0.11342, -0.002617, 0.026189, 0.068373, -0.090895, -0.013989, -0.031395, -0.025798, -0.075807, -0.069193, 0.019205, 0.017714, -0.025469, 0.007436, -0.03077, -0.074029, 0.012184, 0.116029, -0.008317, -0.013373, -0.054648, -0.015875, -0.015205, 0.030635, -0.074947, 0.077908, -0.054027, 0.05171, -0.046515, 0.011909, 0.021546, 0.005185, -0.014868, 0.050972, 0.029733, -0.025123, 0.002318, -0.09692, -0.067092, 0.051069, -0.021985, 0.051154, -0.173221, 0.127134, -0.04642, 0.041948, -0.139236, 0.104589, 0.015679, 0.090804, -0.099088, 0.050165, 0.04449, -0.056389, -0.028075, -0.001134, 0.086324, -0.023454, -0.016242, 0.003566, 0.143746, 0.025404, -0.004182, -0.000285, -0.082269, 0.006731, -0.007476, 0.034275, -0.042203, 0.080969, 0.084394, -0.087149, -0.064144, 0.065537, 0.059988, -0.011415, 0.096588, 0.008885, 0.044366, 0.007494, 0.052695, -0.027454, -0.004744, -0.096795, -0.015985, 0.013004, -0.008701, -0.070504, -0.004057, 0.048446, 0.044391, -0.084929, -0.125902, -0.043981, 0.007527, -0.011059, 0.022021, 0.005803, 0.091653, 0.012251, -0.06193, 0.077378, 0.058079, -0.04356, -0.056478, -0.017228, 0.024157, 0.055301, -0.047739, -0.023608, -0.044632, 0.103396, 0.020849, 0.0024, -0.010029, -0.017093, 0.003152, 0.030107, 0.030921, 0.091235, 0.103899, -0.01758, 0.112471, -0.026529, 0.038606, -0.082511, 0.046115, -0.067857, -0.004088, 0.036327, -0.022444, 0.02064, -0.00578, -0.066378, 0.012695, 0.036921, -0.006253, 0.00396, 0.0328, 0.01041, -0.039006, -0.030253, -0.098254, 0.004583, -0.053022, 0.070327, -0.057738, 0.062695, 0.140821, 0.04302, 0.001115, 0.091509, 0.085887, 0.087968, 0.022383, -0.00514, -0.002523, 0.023496, -0.04056, -0.10049, 0.066651, 0.080458, -0.044954, 0.108617, 0.023351, -0.033155, 0.010603, -0.047179, 0.084904, -0.015817, 0.061982, -0.038686, 0.128591, 0.073551, 0.017372, 0.011711, -0.03719, -0.037612, -0.030802, 0.032481, -0.067457, -0.033153, 0.066862, -0.038713, 0.060346, 0.015162, 0.008873, -0.160939, 0.101328, -0.0805, 0.032113, 0.070044, -0.053924, 0.063878, 0.086284, 0.085644, 0.080586, 0.067707, 0.048214, -0.006553, -0.03702, -0.038282, 0.039566, -0.0002, 0.040032, 0.046148, -0.018711, -0.101179, 0.027251, -0.05813, 0.051182, 0.025109, -0.097192, -0.044099, 0.147677, -0.035707, 0.202728, 0.021649, 0.027552, 0.085828, -0.121553, 0.128604, 0.062529, 0.100068, 0.08271, -0.102719, 0.013115, 0.101601, -0.007681, 0.000075, 0.070561, 0.024667, -0.029785, -0.001412, -0.006025, -0.035626, 0.056734, 0.0831, 0.06035, -0.042286, -0.01069, -0.139034, 0.021964, -0.032778, -0.052021, -0.003551, -0.098044, 0.019783, 0.038599, -0.125751, 0.10775, 0.085041]
    },
    {
      "name": "openstreetmap-mcp-server",
      "displayName": "OpenStreetMap",
      "description": "Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://openstreetmap.caseyjhand.com/mcp",
      "npm": "@cyanheads/openstreetmap-mcp-server",
      "github": "https://github.com/cyanheads/openstreetmap-mcp-server",
      "version": "0.2.4",
      "auth": "none",
      "keywords": [
        "maps",
        "mapping",
        "geocoding",
        "location",
        "places",
        "addresses",
        "points of interest",
        "navigation",
        "coordinates",
        "geography",
        "directions",
        "geospatial",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "openstreetmap",
        "osm",
        "reverse-geocoding",
        "nominatim",
        "overpass",
        "spatial",
        "geolocation"
      ],
      "tools": [
        {
          "name": "openstreetmap_geocode",
          "description": "Convert a place name or address to geographic coordinates and structured place data via Nominatim/OpenStreetMap. Accepts either a free-form query string (e.g., \"Space Needle Seattle\") or structured address fields (street, city, state, etc.) — the two modes are mutually exclusive. Returns results ordered by Nominatim relevance (importance score). Use countrycodes to restrict results to specific countries. For exhaustive POI lists in an area, use openstreetmap_query_nearby or openstreetmap_query_bbox instead — Nominatim search returns best matches, not all matching objects.",
          "embedding": [0.058693, 0.065856, 0.118971, -0.042616, 0.118108, 0.115394, -0.049415, 0.1103, -0.019997, 0.031954, -0.142177, -0.105744, -0.084566, -0.081369, 0.044879, 0.064276, 0.012918, -0.061814, -0.018816, -0.009925, 0.020847, 0.104618, 0.06793, -0.059282, 0.027824, -0.018938, -0.015556, -0.023645, -0.130798, 0.015727, -0.115001, 0.0242, -0.085679, -0.07887, -0.030961, -0.006432, 0.029866, -0.008672, -0.069297, -0.117096, -0.070166, -0.034294, -0.014947, 0.114621, 0.08499, -0.039892, -0.199837, 0.087671, -0.104751, 0.005724, 0.013339, -0.00969, -0.037396, 0.085825, -0.037318, -0.049925, -0.014551, -0.154333, 0.022683, 0.036629, 0.01198, -0.000002, 0.011221, 0.07135, 0.024196, 0.029562, -0.076701, -0.048187, -0.027339, 0.102104, -0.009121, -0.019835, -0.014481, 0.055131, -0.019846, -0.088501, -0.018417, 0.096979, -0.029016, 0.041461, -0.058821, -0.009522, 0.009073, -0.057161, 0.070096, 0.040961, 0.014203, -0.006694, -0.043205, 0.074385, 0.038273, -0.094098, -0.052247, 0.031334, 0.030794, -0.069046, -0.027755, 0.028354, -0.070878, -0.057226, -0.08649, 0.051477, 0.048102, 0.011406, -0.056669, -0.001541, 0.031932, -0.068438, 0.103246, -0.015563, -0.027204, 0.082915, -0.02048, 0.022805, -0.047922, 0.027835, 0.056606, 0.076787, -0.069312, -0.037909, 0.034817, -0.010646, -0.063587, 0.002706, 0.042373, 0.089089, 0.040707, 0.078953, -0.024995, 0.048374, 0.003034, 0.044706, 0.061328, 0.078429, 0.054446, 0.000735, -0.115617, 0.015802, 0.003281, -0.105283, 0.013616, -0.004577, -0.044574, 0.000739, 0.03368, 0.014969, -0.057652, 0.030009, 0.037686, 0.068867, 0.073577, 0.093219, 0.021726, -0.029291, 0.056712, 0.014214, 0.021487, 0.091737, -0.052022, 0.058658, -0.001222, 0.073921, -0.040545, 0.001985, 0.028055, -0.026944, 0.106788, 0.079828, 0.00989, -0.025388, -0.027814, -0.067463, 0.060016, 0.005866, 0.073128, -0.086176, 0.162209, 0.040745, 0.009531, -0.04128, -0.011475, -0.045305, -0.069798, 0.020456, 0.056713, -0.034472, 0.104516, -0.025918, 0.076802, -0.009743, 0.015595, -0.112318, 0.00021, -0.07111, -0.012282, 0.029423, -0.085714, 0.118697, 0.062941, 0.014639, 0.008385, -0.06386, 0.102772, -0.050458, -0.067762, -0.033124, 0.004855, -0.113443, 0.04611, -0.018009, -0.015981, -0.062547, -0.016111, 0.014837, -0.022232, -0.00025, 0.009606, -0.03074, 0.057353, 0.022143, 0.154153, -0.029595, -0.045358, 0.011206, -0.094241, 0.084335, 0.053928, 0.132043, 0.075823, -0.052143, -0.11594, 0.075596, 0.07908, 0.044201, 0.101077, 0.020562, 0.147031, -0.017488, 0.067261, 0.083598, 0.026063, 0.055036, -0.053813, 0.024481, 0.020458, 0.010671, 0.033622, -0.098443, 0.013995, 0.052682, -0.109564, 0.02601, -0.013769, -0.102828, 0.043423, 0.007635]
        },
        {
          "name": "openstreetmap_reverse",
          "description": "Convert latitude/longitude coordinates to the nearest address or place name via Nominatim/OpenStreetMap. Returns the closest matching OSM object at the given coordinates. Note: Nominatim finds the nearest indexed OSM object — in dense areas this may differ from the address at the exact coordinate. Use zoom=18 for building-level accuracy, lower zoom values for coarser resolution (e.g., zoom=10 for city-level).",
          "embedding": [-0.024833, 0.074901, 0.133968, -0.07367, 0.128897, 0.074533, -0.002729, 0.090385, -0.044384, 0.009979, -0.091099, -0.086057, -0.076703, -0.084562, 0.067971, 0.103178, -0.004755, -0.100889, -0.031139, -0.033976, 0.038033, 0.113684, 0.05211, -0.055174, -0.03775, 0.00456, 0.009995, 0.020255, -0.139831, 0.031201, -0.087267, 0.031755, -0.062902, -0.068063, -0.006418, -0.001988, 0.065873, -0.005501, -0.116421, -0.092091, -0.029251, 0.05568, -0.031042, 0.087184, 0.107855, -0.045441, -0.133509, 0.085968, -0.10621, -0.030998, -0.016142, -0.018921, -0.054917, 0.077026, -0.082614, -0.045962, 0.022927, -0.144257, 0.031707, 0.030797, 0.03776, 0.004105, 0.001267, 0.083292, -0.047258, 0.042413, -0.033078, -0.088647, 0.027254, 0.107325, 0.000127, -0.001109, -0.044044, 0.04307, -0.036478, -0.086189, -0.016432, 0.119006, 0.019204, 0.03225, -0.0968, -0.003328, 0.057144, -0.038615, 0.085498, 0.03479, 0.018742, -0.044328, -0.088533, 0.08096, 0.045185, -0.071046, -0.102106, 0.028594, 0.05873, -0.031752, -0.038644, 0.041742, -0.041803, -0.046862, -0.025934, 0.036313, 0.059643, 0.037085, -0.042621, -0.044279, 0.000774, -0.075367, 0.112168, -0.015469, -0.071287, 0.144505, 0.013469, -0.009412, -0.045219, 0.004909, 0.070274, 0.066728, -0.075846, -0.049035, 0.042788, 0.090334, -0.050908, -0.039405, -0.000139, 0.113091, 0.003763, 0.054341, 0.010746, 0.075846, -0.034763, 0.02341, 0.049022, 0.031044, 0.038746, -0.0022, -0.07741, -0.006954, 0.000043, -0.084922, -0.008531, -0.053165, 0.001413, 0.037096, 0.020227, 0.006706, -0.077705, 0.014273, 0.035551, 0.099501, 0.042774, 0.115366, -0.022907, -0.09147, 0.01966, 0.003112, 0.04253, 0.060284, -0.039747, 0.018644, 0.010742, 0.034331, -0.071693, -0.006583, 0.008634, 0.013161, 0.054198, 0.095871, 0.003208, -0.015055, -0.055401, -0.057209, 0.002762, -0.016985, 0.104563, -0.072056, 0.177471, 0.013525, 0.032776, -0.050987, 0.011458, -0.027359, -0.062216, 0.058289, 0.048865, -0.095328, 0.097196, -0.003754, 0.068135, 0.004542, 0.002085, -0.089341, -0.008139, -0.095267, -0.069438, 0.012226, -0.076781, 0.042221, 0.106838, 0.029538, 0.043377, -0.096259, 0.110291, -0.033767, -0.042307, -0.020204, 0.01139, -0.145638, 0.027303, 0.048885, -0.042997, -0.04377, -0.054576, 0.00026, -0.004582, 0.055143, -0.022972, -0.061333, 0.051316, 0.013211, 0.092185, -0.033344, -0.03312, -0.040856, -0.096681, 0.09809, 0.087509, 0.104561, 0.066683, -0.046084, -0.079527, -0.005877, 0.041908, 0.011327, 0.060518, -0.023777, 0.126763, -0.002214, 0.048043, 0.048037, -0.082453, 0.045937, -0.040628, 0.073981, 0.070574, 0.050599, 0.021387, -0.0334, 0.00766, 0.107021, -0.084934, 0.033292, -0.01598, -0.11177, 0.072713, -0.013754]
        },
        {
          "name": "openstreetmap_lookup",
          "description": "Fetch address details for one or more known OSM objects by their IDs via Nominatim. Each ID must be prefixed with N (node), W (way), or R (relation), e.g., \"N240109189\", \"W50637691\", \"R146656\". Up to 50 IDs per call. Use when an OSM ID is already known from a prior openstreetmap_query_nearby or openstreetmap_query_bbox result — this is more efficient than a geocoding round trip to get the full Nominatim address record.",
          "embedding": [0.036191, 0.116708, 0.10808, -0.07479, 0.113418, 0.095689, 0.023001, 0.077205, -0.013444, 0.009256, -0.116804, -0.053862, -0.051374, -0.084851, 0.016826, 0.066411, 0.025274, -0.067776, -0.056912, -0.080674, 0.066154, 0.130904, 0.101676, -0.044994, -0.010253, -0.007731, -0.031748, -0.015001, -0.175942, -0.029603, -0.094162, 0.057128, -0.034157, -0.013456, 0.000719, 0.005386, -0.006662, -0.03061, -0.070785, -0.065373, -0.003623, -0.031082, -0.026467, 0.110429, 0.100679, -0.025177, -0.129902, 0.100467, -0.07534, -0.025537, -0.041796, 0.002747, -0.097687, 0.090823, -0.008378, -0.005644, -0.02493, -0.161138, 0.020187, 0.044149, 0.005699, 0.019617, 0.009978, 0.075144, -0.036465, 0.029272, -0.013774, -0.058427, 0.008571, 0.125095, 0.056735, -0.008648, -0.021551, 0.058768, -0.015518, -0.082967, 0.011218, 0.059807, 0.024919, 0.047787, -0.079898, -0.039879, 0.016301, -0.051279, 0.092709, 0.027044, 0.017625, -0.004812, -0.074346, 0.060953, 0.056667, -0.104325, -0.065921, -0.025559, 0.054901, -0.088738, -0.022281, 0.009174, -0.005132, -0.039246, -0.05283, 0.021736, 0.026695, -0.014647, -0.116249, 0.004035, -0.045819, -0.109033, 0.056516, 0.005747, -0.030244, 0.160915, -0.052145, 0.033387, -0.048988, 0.021974, 0.052299, 0.075266, -0.064632, -0.011563, 0.010045, 0.017703, -0.020534, -0.001436, 0.006115, 0.111963, 0.030078, 0.051032, -0.0191, 0.021989, -0.027977, 0.002763, 0.051675, 0.086894, 0.021625, -0.060131, -0.116737, 0.055406, 0.013985, -0.071644, -0.029748, -0.051785, -0.011495, 0.032353, 0.047335, 0.007108, -0.106627, -0.017482, 0.028133, 0.081552, 0.053473, 0.116554, 0.011112, -0.059926, 0.066048, 0.054741, -0.000338, 0.061548, -0.101581, 0.053019, 0.059839, 0.069716, -0.046372, 0.029855, -0.010365, 0.020384, 0.016418, 0.059988, 0.049909, -0.03176, -0.021654, -0.059281, -0.048117, 0.022103, 0.126255, -0.06202, 0.152779, -0.009144, 0.056566, -0.03122, 0.001199, -0.104306, -0.096754, 0.040318, 0.089708, -0.037781, 0.07655, -0.02736, 0.00452, 0.03695, 0.088561, -0.135684, 0.013581, -0.096083, -0.065213, 0.05142, -0.01354, 0.072393, 0.069233, 0.020223, 0.031821, -0.054287, 0.112703, -0.020422, -0.048828, -0.002196, 0.034333, -0.161466, 0.081678, -0.028796, -0.036589, -0.03765, -0.035156, -0.042176, 0.018568, 0.025176, 0.033382, -0.066268, 0.018992, 0.01604, 0.127469, -0.012563, -0.05898, 0.019809, -0.069677, 0.105175, 0.062412, 0.068759, 0.033085, -0.070595, -0.073057, 0.041957, 0.05587, 0.023477, 0.062619, -0.014913, 0.105251, -0.016984, 0.018958, -0.000035, -0.055747, 0.045525, -0.041533, 0.086561, 0.057751, -0.028411, -0.010063, -0.037152, 0.024034, 0.066617, -0.105412, 0.03542, -0.043317, -0.142247, 0.0792, -0.043505]
        },
        {
          "name": "openstreetmap_query_nearby",
          "description": "Find OSM features within a radius around a geographic point via the Overpass API. The primary tool for \"what's near X?\" spatial queries. Use amenity for common POI types (hospital, pharmacy, restaurant, cafe, school, atm, etc.) or tag_key + tag_value for other OSM categories (leisure=park, shop=supermarket, natural=peak). Exactly one of amenity or tag_key/tag_value must be provided. Results include all element types specified (nodes cover standalone POIs, ways cover buildings and areas), each with its full OSM tag set, sorted nearest-first by distance_meters from the center point. The extratags flag is not needed here — it applies only to the Nominatim-backed geocode/reverse/lookup tools.",
          "embedding": [0.01672, 0.031446, 0.108417, -0.064625, 0.15344, 0.063878, 0.037464, 0.084398, -0.006116, -0.015258, -0.116823, -0.061708, 0.021015, -0.053837, 0.091758, 0.126327, -0.013499, -0.048046, -0.046256, -0.0526, 0.042757, 0.083725, 0.020256, -0.047791, 0.016449, -0.028828, -0.00084, 0.019376, -0.141012, 0.012905, -0.096759, 0.090148, -0.016903, -0.047429, 0.068115, 0.008874, 0.008113, -0.019944, -0.06911, -0.094133, -0.035871, -0.024046, -0.040001, 0.095338, 0.027041, -0.002591, -0.167881, 0.075574, -0.131485, 0.03207, -0.001039, 0.02086, -0.049522, 0.105483, -0.011569, -0.007296, 0.008897, -0.147314, 0.010751, 0.036456, 0.033255, 0.054213, -0.025147, 0.068609, -0.04074, 0.017222, -0.059897, -0.035432, 0.025941, 0.07959, 0.055777, 0.037765, -0.060227, 0.071723, -0.030371, -0.042863, -0.06395, 0.073985, -0.011512, 0.079019, -0.056705, -0.000791, 0.051607, -0.013835, 0.091883, 0.031615, 0.043679, -0.034551, -0.090708, 0.093096, 0.111475, -0.064149, -0.037411, 0.012375, 0.076688, -0.040419, -0.023333, 0.056821, -0.074958, -0.057371, -0.081808, 0.01408, 0.057866, -0.054668, -0.090087, -0.009519, 0.020675, -0.045193, 0.072747, 0.027261, -0.010944, 0.10522, -0.02008, 0.084224, 0.015323, 0.016914, 0.007572, 0.099809, -0.120429, -0.048214, 0.057397, 0.07494, -0.06836, -0.0255, 0.024098, 0.100966, 0.037459, 0.064677, 0.003114, -0.018974, -0.013192, 0.015755, 0.01624, 0.015819, 0.070674, -0.031799, -0.11353, -0.013142, -0.007918, -0.062905, 0.001533, -0.06289, -0.036475, 0.052823, 0.033531, -0.095999, -0.066733, -0.010901, 0.049222, 0.076216, 0.061783, 0.043303, 0.020546, 0.002028, 0.037826, -0.006637, 0.038625, 0.064125, -0.034945, 0.014883, 0.06134, 0.078394, -0.088086, 0.01782, 0.019487, 0.029914, 0.023738, 0.02802, -0.041927, 0.006626, -0.020723, -0.142198, -0.031879, -0.039389, 0.060722, -0.076472, 0.121695, 0.027504, 0.008004, -0.002205, 0.001278, -0.056601, -0.010555, 0.080776, 0.053827, -0.084178, 0.150267, 0.013866, 0.061797, -0.022159, 0.040896, -0.13264, -0.019765, -0.058145, -0.06429, -0.024606, -0.058473, 0.086857, 0.055825, -0.016575, 0.055724, -0.043788, 0.122453, -0.060694, -0.099518, -0.018552, -0.001191, -0.137463, 0.015559, 0.011088, -0.018337, -0.101884, -0.060931, 0.006225, 0.002669, 0.031888, -0.022509, -0.044133, 0.031775, -0.027394, 0.108447, -0.026252, -0.015185, -0.008196, -0.067977, 0.042602, 0.1408, 0.103949, 0.044233, -0.045323, -0.04387, 0.046215, 0.09106, 0.03099, 0.071523, 0.065509, 0.165374, -0.0204, 0.058856, -0.000349, -0.079928, 0.052425, -0.077581, 0.027933, 0.135466, -0.005645, -0.002761, -0.029989, -0.016097, 0.081618, -0.106497, 0.086798, 0.012421, -0.104046, 0.024448, -0.001302]
        },
        {
          "name": "openstreetmap_query_bbox",
          "description": "Find OSM features within a rectangular geographic area (bounding box) via the Overpass API. Useful for area surveys where you want everything in a region, not proximity searches. Use amenity for common POI types (hospital, pharmacy, cafe, school, etc.) or tag_key + tag_value for other OSM categories (leisure=park, shop=supermarket, natural=peak). Exactly one of amenity or tag_key/tag_value must be provided. Every feature includes its full OSM tag set; the extratags flag (used by geocode/reverse/lookup) does not apply here. For proximity searches centered on a point, use openstreetmap_query_nearby instead.",
          "embedding": [0.032058, 0.035152, 0.119138, -0.060718, 0.12179, 0.096198, 0.062152, 0.070309, 0.006367, -0.004691, -0.102735, -0.078038, -0.028457, -0.04376, 0.050399, 0.114391, 0.045934, -0.045132, 0.016777, -0.028672, 0.050879, 0.073394, 0.063578, -0.053606, 0.024553, -0.060258, 0.034294, 0.033337, -0.098793, -0.007435, -0.0966, 0.082259, -0.015403, -0.022691, 0.051341, -0.001608, -0.013433, -0.031965, -0.068536, -0.043704, -0.034756, -0.036861, -0.024218, 0.103522, 0.015235, -0.029561, -0.173846, 0.092928, -0.130064, 0.008508, -0.032713, 0.066856, -0.065818, 0.109844, 0.00679, 0.007721, -0.00074, -0.130395, -0.006389, 0.032965, 0.051694, 0.061535, -0.033538, 0.045134, -0.041305, 0.023874, -0.089048, -0.035969, 0.04098, 0.057945, 0.035102, 0.031836, -0.045756, 0.045713, -0.011256, -0.060391, -0.064745, 0.025929, -0.008694, 0.053318, -0.05338, 0.024937, 0.038926, -0.020824, 0.074252, 0.008243, 0.015214, -0.047994, -0.053387, 0.092842, 0.113314, -0.074207, -0.032268, 0.023377, 0.064143, -0.071978, -0.013258, 0.032186, -0.06881, -0.046448, -0.111402, 0.012688, 0.081263, -0.060607, -0.102214, -0.027333, 0.049576, 0.014511, 0.068493, 0.027281, -0.024851, 0.099634, 0.018214, 0.079662, 0.013662, 0.047603, -0.013543, 0.111727, -0.089863, -0.07837, 0.038966, 0.113205, -0.058248, 0.009621, 0.01758, 0.087112, 0.051309, 0.068388, -0.016862, -0.038481, 0.017656, 0.001265, 0.029444, 0.064159, 0.051564, -0.031762, -0.10726, -0.007546, 0.017628, -0.08093, 0.013516, -0.069166, -0.04927, 0.061247, -0.018316, -0.077308, -0.088339, 0.002462, 0.031062, 0.086913, 0.075451, 0.062655, 0.020202, -0.025815, 0.019498, 0.021743, 0.006598, 0.050033, -0.026045, 0.002436, 0.070881, 0.09434, -0.054887, 0.006537, 0.061552, 0.046191, 0.059046, 0.03961, -0.029414, 0.010149, -0.010286, -0.146437, -0.00761, -0.030459, 0.069972, -0.085119, 0.123443, 0.058083, 0.020845, 0.017574, 0.013087, -0.091939, -0.016908, 0.076003, 0.039293, -0.092856, 0.132687, -0.021783, 0.030146, 0.004141, 0.073108, -0.163817, -0.062031, -0.070788, -0.040944, -0.012356, -0.051054, 0.11016, 0.081166, 0.005626, 0.042687, -0.04195, 0.085895, -0.028577, -0.057062, -0.030573, 0.005234, -0.12587, 0.008492, 0.018802, 0.016612, -0.097486, -0.021628, -0.025564, 0.042774, 0.033103, 0.006601, -0.039012, 0.043124, -0.02761, 0.118391, 0.006259, 0.002854, -0.009143, -0.063798, 0.060959, 0.131686, 0.11343, 0.064639, -0.042168, -0.067982, 0.076948, 0.099115, 0.012757, 0.030167, 0.032849, 0.170932, -0.021342, 0.026426, 0.049493, -0.089192, -0.007364, -0.068072, 0.024418, 0.123548, -0.044782, 0.013338, -0.010497, 0.007328, 0.128059, -0.09735, 0.067618, -0.006439, -0.118104, 0.025616, -0.022349]
        },
        {
          "name": "openstreetmap_query_raw",
          "description": "Execute a raw Overpass QL query for advanced spatial queries that the convenience tools do not cover. Use for multi-type queries, union queries, relation membership, historical queries, or any operation requiring full Overpass QL expressiveness. The query must include [out:json]. Example: \"[out:json][timeout:15];node[\\\"natural\\\"=\\\"peak\\\"](47.5,-122.5,47.7,-122.2);out body;\" Validate complex queries at overpass-turbo.eu before use. For simple \"what's near X?\" or \"what's in this area?\" queries, use openstreetmap_query_nearby or openstreetmap_query_bbox instead.",
          "embedding": [0.029272, 0.058261, 0.131801, -0.097598, 0.144854, 0.018901, 0.027073, 0.09007, -0.008151, 0.021686, -0.122914, -0.051845, -0.014228, -0.100433, 0.106341, 0.079872, 0.036946, -0.042494, -0.049246, -0.087661, 0.053706, 0.082988, 0.045316, -0.082121, 0.087571, -0.097639, 0.018062, 0.032896, -0.063573, 0.019888, -0.117033, 0.0158, -0.065835, -0.040981, 0.030428, 0.058032, -0.013091, -0.049002, -0.047011, -0.054423, -0.032752, 0.028124, -0.009213, 0.128698, 0.076254, 0.019363, -0.156477, 0.049418, -0.122147, 0.005018, -0.045784, 0.048605, -0.092575, 0.139722, 0.007003, 0.039942, 0.002152, -0.166453, 0.013671, 0.006683, 0.066706, 0.026171, -0.046929, 0.001306, 0.007333, 0.012941, -0.084095, 0.02059, 0.011921, 0.062163, 0.042913, 0.091063, -0.017627, 0.054655, -0.00525, -0.06602, -0.052384, 0.04813, 0.00715, 0.090155, -0.063731, -0.023455, 0.049367, -0.002487, 0.05395, 0.028875, 0.045889, 0.003367, -0.081132, 0.060765, 0.087399, -0.128184, -0.03765, -0.000706, -0.015644, -0.017972, -0.035279, 0.056708, -0.105253, -0.049254, -0.046354, 0.079007, 0.101299, -0.034025, -0.078454, -0.002574, 0.017941, -0.030953, 0.017006, -0.012967, 0.033192, 0.150011, -0.041738, 0.016978, -0.016311, -0.053492, 0.027418, 0.103106, -0.129179, -0.050095, 0.086857, 0.041209, 0.002036, -0.009238, 0.074323, 0.058293, 0.048496, 0.021963, 0.042202, -0.040116, 0.043214, 0.045953, 0.050648, 0.018157, 0.034855, -0.059374, -0.071649, -0.043449, -0.017797, -0.045421, 0.023418, -0.05471, -0.008959, 0.05167, -0.025344, 0.003377, -0.069334, -0.020301, 0.059435, 0.055214, 0.07063, 0.042421, 0.018441, -0.047892, -0.012854, 0.083666, -0.019699, 0.029924, -0.042177, 0.072715, 0.098112, 0.048065, -0.060645, 0.000312, -0.025748, 0.014095, 0.01736, -0.076515, 0.005061, -0.001399, 0.010988, -0.099743, -0.018142, -0.051634, 0.059621, -0.086861, 0.136706, 0.088648, 0.063301, 0.058102, -0.00044, -0.058726, -0.0254, 0.046639, 0.019244, -0.060357, 0.150041, -0.009644, 0.065032, -0.011568, -0.034621, -0.06873, -0.00295, -0.054474, -0.029717, -0.00758, -0.003975, 0.103713, 0.107901, 0.057781, 0.045154, 0.002848, 0.108827, -0.12398, -0.049281, 0.033974, 0.014095, -0.184561, -0.010947, 0.02738, -0.011558, -0.070788, -0.060619, -0.022812, 0.007768, 0.026597, 0.007079, -0.017855, 0.085286, 0.014566, 0.139785, 0.008178, -0.015285, -0.011204, -0.072954, 0.051408, 0.102567, 0.13367, -0.021269, -0.033986, -0.022264, 0.043128, 0.023306, 0.036907, 0.021624, -0.05754, 0.100791, 0.004058, 0.043071, -0.001048, -0.010009, 0.093948, -0.031094, 0.066171, 0.101798, -0.074215, 0.072375, -0.036239, 0.041808, 0.06214, -0.048895, 0.066255, -0.023012, -0.088117, 0.088746, -0.020154]
        }
      ],
      "embedding": [0.043651, 0.058951, 0.143594, -0.060295, 0.17318, 0.044165, 0.005172, 0.110253, -0.032164, -0.026333, -0.12821, -0.079691, -0.040617, -0.108686, 0.003058, 0.056815, 0.007514, -0.084134, -0.058198, -0.066108, 0.038666, 0.084054, 0.030115, -0.053788, -0.043001, -0.022249, 0.035712, 0.024752, -0.129784, 0.008621, -0.067734, 0.050524, -0.021281, 0.020662, -0.009358, -0.000348, -0.003467, -0.013746, -0.093668, -0.051832, -0.077446, 0.00541, -0.028698, 0.138893, 0.034632, 0.015629, -0.200972, 0.094457, -0.107332, -0.009607, -0.055808, 0.058974, -0.058285, 0.09177, -0.041778, 0.050577, 0.042285, -0.163191, 0.056445, 0.007314, 0.055876, -0.006661, -0.019737, 0.022232, -0.006268, 0.001026, -0.05302, -0.075801, 0.033773, 0.056981, 0.043263, 0.049575, 0.003296, 0.066945, -0.008846, -0.097558, -0.006798, 0.088004, -0.00469, 0.034503, -0.031902, -0.022088, 0.035489, 0.017403, 0.050483, 0.053267, 0.065973, -0.012041, -0.091618, 0.109253, 0.058557, -0.134239, -0.098596, 0.002008, 0.107149, -0.032348, -0.084368, 0.000587, -0.030742, -0.040831, -0.064239, 0.068418, 0.055952, -0.031814, -0.050022, 0.034074, 0.038965, -0.061381, 0.021794, -0.026159, 0.009038, 0.127879, -0.050685, 0.026066, -0.065956, 0.023253, 0.042007, 0.075147, -0.091005, 0.011121, 0.060117, 0.020764, -0.100693, 0.060962, 0.006056, 0.053849, 0.069528, 0.005591, 0.021144, -0.036795, 0.000909, 0.003364, 0.047733, 0.077028, 0.048376, -0.013965, -0.110552, -0.060272, -0.044285, -0.024828, -0.070277, 0.003872, -0.012017, 0.051702, 0.039608, 0.013556, -0.112089, 0.008315, 0.015564, 0.080963, 0.013879, 0.067203, 0.052584, -0.007239, 0.009542, 0.036453, 0.029689, 0.099282, -0.046448, 0.025745, 0.049452, 0.033984, -0.0463, -0.036018, 0.008402, 0.027571, 0.009063, 0.053436, 0.00236, -0.031455, -0.011007, -0.075376, 0.051967, -0.00789, 0.148591, -0.049077, 0.132851, 0.082704, 0.025971, -0.005148, -0.019739, -0.048028, -0.049272, 0.063274, 0.027361, -0.032136, 0.086694, -0.01081, 0.098515, 0.049072, -0.003941, -0.136484, 0.013744, -0.089781, -0.02316, 0.01379, -0.077821, 0.07016, 0.112436, 0.092536, 0.029975, -0.028267, 0.092987, -0.037277, -0.059141, -0.045589, 0.036813, -0.107606, 0.034779, 0.01904, -0.047144, -0.057735, -0.060629, -0.005841, 0.034274, 0.031208, -0.097147, -0.040291, 0.018546, -0.019339, 0.13944, -0.060354, -0.023956, 0.015017, -0.082482, 0.085219, 0.122857, 0.116925, 0.069591, -0.080843, -0.064365, 0.022471, 0.067151, 0.021719, 0.063495, 0.024555, 0.106747, -0.030632, 0.060203, 0.002066, 0.000312, 0.029745, -0.054003, 0.024072, 0.046917, -0.054058, 0.034404, -0.010816, 0.018918, 0.038639, -0.101799, 0.052495, -0.007863, -0.127365, 0.071775, -0.012204]
    },
    {
      "name": "orcid-mcp-server",
      "displayName": "ORCID",
      "description": "Search and retrieve researcher profiles, works, affiliations, funding, and peer review records from the ORCID registry via MCP. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://orcid.caseyjhand.com/mcp",
      "npm": "@cyanheads/orcid-mcp-server",
      "github": "https://github.com/cyanheads/orcid-mcp-server",
      "version": "0.2.0",
      "auth": "none",
      "keywords": [
        "researchers",
        "academics",
        "scientists",
        "authors",
        "researcher profiles",
        "publications",
        "scholarly",
        "academic identity",
        "affiliations",
        "research output",
        "author lookup",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "orcid",
        "researcher-identity",
        "academic",
        "author-disambiguation",
        "research-profiles",
        "scientific-publishing"
      ],
      "tools": [
        {
          "name": "orcid_get_profile",
          "description": "Fetch a researcher's public profile from ORCID: name, biography, keywords, researcher URLs, and external identifiers such as Scopus Author ID, ResearcherID, and Loop profile. This is the entry point for building a researcher dossier. Pass a bare ORCID iD (0000-0001-2345-6789) or a full URI (https://orcid.org/0000-0001-2345-6789). The profile contains only publicly visible data — researchers control visibility per field.",
          "embedding": [0.041735, 0.178509, 0.024943, 0.012629, 0.128277, 0.017973, -0.095391, 0.03367, -0.009698, -0.021601, -0.094043, 0.010429, -0.0003, -0.037547, 0.04679, 0.063844, 0.011917, -0.030777, -0.070831, -0.056393, -0.041943, 0.035077, -0.065389, -0.06532, 0.006816, 0.060592, 0.070872, -0.009685, -0.042428, -0.070111, -0.035406, 0.082451, 0.075021, -0.020698, -0.028176, 0.066983, -0.012141, 0.016703, 0.073809, -0.020264, -0.089928, -0.040806, -0.049307, 0.140683, 0.032691, -0.017525, -0.139468, 0.057931, 0.005662, 0.114025, -0.009692, 0.076484, -0.038013, 0.002954, 0.004944, 0.031731, 0.031713, -0.056039, -0.017828, -0.044206, 0.011045, 0.009194, 0.02789, -0.009677, 0.084144, 0.04542, 0.008147, -0.018067, -0.047864, 0.103869, 0.038137, 0.072617, -0.022854, -0.055044, -0.038661, -0.105693, 0.06223, 0.056717, 0.066623, 0.011853, 0.004324, 0.062725, -0.076841, 0.001994, 0.046906, -0.020572, -0.032191, -0.002986, -0.019509, -0.022856, -0.022796, -0.044965, -0.037391, -0.070357, 0.08582, -0.054507, 0.007474, 0.076549, -0.039889, 0.000666, -0.001877, 0.120015, -0.029221, -0.074197, -0.076017, 0.023588, -0.096056, -0.053134, -0.134376, 0.047263, 0.029382, 0.055866, -0.069976, 0.052156, -0.029587, 0.136902, 0.001766, -0.023137, -0.061941, 0.015228, -0.03444, 0.024836, -0.026907, -0.044304, 0.048657, 0.078551, 0.058525, -0.022241, -0.018579, 0.066863, 0.031471, -0.025356, 0.048983, 0.04455, 0.028679, -0.085356, -0.071278, 0.056461, 0.037235, 0.015507, 0.0231, -0.028532, -0.029271, -0.024438, 0.09735, 0.106843, -0.069516, -0.045271, 0.113118, 0.103875, 0.044968, 0.008201, 0.100444, -0.074588, 0.013027, 0.076158, 0.056597, 0.06044, -0.001426, -0.048811, 0.034259, -0.016783, -0.050757, -0.012572, 0.049624, 0.062457, -0.003274, 0.013285, 0.024619, -0.068034, -0.018001, -0.022626, 0.103158, 0.096003, 0.169011, -0.003106, 0.057019, -0.009955, 0.083011, 0.020835, -0.025196, -0.043813, -0.081759, 0.089157, -0.008984, -0.030333, 0.041593, -0.038241, 0.000787, -0.055511, -0.074426, -0.099842, 0.065102, -0.124715, 0.089916, 0.02314, -0.035437, -0.034947, -0.073848, 0.064056, -0.045069, -0.066078, 0.08293, -0.085032, -0.130069, -0.097662, 0.107587, -0.106923, 0.095038, -0.040186, 0.013834, -0.040981, 0.07217, -0.082147, -0.034662, -0.062878, 0.00556, 0.030728, 0.03907, -0.003507, 0.202185, -0.082054, 0.053666, 0.041119, -0.078657, 0.079748, 0.058642, 0.099539, 0.038756, -0.078996, -0.053382, 0.027689, 0.059917, 0.061638, -0.025, -0.001364, -0.033991, -0.065975, 0.03555, 0.027013, 0.031592, 0.06232, 0.025074, -0.063365, 0.079997, -0.072694, 0.034104, -0.051624, -0.054402, -0.006163, -0.010351, 0.044989, -0.045041, -0.218518, 0.023786, 0.061475]
        },
        {
          "name": "orcid_search_researchers",
          "description": "Search the ORCID registry using structured field parameters or raw Solr syntax. All provided structured params are ANDed together. The `query` field appends raw Solr syntax to the generated clause. Returns ORCID iDs with inline name and institution data — no follow-up profile fetches needed for basic disambiguation. For ranked disambiguation of an ambiguous author name, use orcid_resolve_researcher instead. The ORCID Public API caps results at 10,000 — use pagination for large result sets.",
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        },
        {
          "name": "orcid_get_works",
          "description": "Retrieve works associated with an ORCID iD — publications, datasets, software, preprints, and more. Returns work summaries with put-codes, titles, types, publication dates, journal names, and all external identifiers (DOIs, PMIDs, arXiv IDs, ISBNs). Pass the put_code from each work to orcid_get_work_detail to retrieve the full record including abstract and contributors. External IDs are ready for chaining to Crossref, PubMed, or arXiv servers. Works are self-reported; a researcher may not have linked all their publications.",
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        },
        {
          "name": "orcid_get_work_detail",
          "description": "Fetch the full detail record for a single work by its put-code, which is returned by orcid_get_works in the put_code field of each work entry. Returns the abstract (short-description), all contributors with CRediT roles, the complete external ID list (DOI, PMID, arXiv, ISBN, etc.), citation metadata (BibTeX or other formats when provided), journal title, and URL. Use this when you need more than the summary — especially the abstract or contributor list — after calling orcid_get_works to identify the put-code.",
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        },
        {
          "name": "orcid_get_affiliations",
          "description": "Fetch affiliation records for an ORCID researcher. The `types` parameter controls which affiliation sections to return: employment, education, invited-positions, distinctions, memberships, qualifications, services, or all. Default is employment and education. Returns organization names, disambiguated organization identifiers (ROR/GRID/Ringgold), departments, roles, and date ranges. Affiliation data is self-reported; absence does not mean no affiliation.",
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        },
        {
          "name": "orcid_get_funding",
          "description": "Fetch funding records for an ORCID researcher: grants, contracts, awards, and salary awards. Returns funder names, funder organization identifiers, grant numbers, and funding periods. Funding data is entirely self-reported — most researchers do not enter funding even when they have grants. Absence of funding records does not imply absence of funding. When records exist they are high-value for grant tracking and funder analysis.",
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        },
        {
          "name": "orcid_get_peer_reviews",
          "description": "Fetch peer review activity for an ORCID researcher: convening organizations (journals and publishers), reviewer role (reviewer, editor, chair, etc.), review type, completion dates, and ISSN-keyed group identifiers. Use to assess editorial activity, journal affiliations, and the scope of a researcher's peer review contributions. Peer review records are self-reported or imported by participating publishers — coverage varies by researcher.",
          "embedding": [0.013531, 0.091302, 0.046161, -0.008274, 0.108319, 0.039485, -0.095331, 0.012979, -0.000416, 0.022816, -0.06829, 0.04458, 0.045701, -0.020189, 0.062104, 0.105339, 0.067154, -0.022188, -0.029075, -0.030972, -0.044063, 0.011734, -0.064408, -0.029798, 0.011787, 0.013766, 0.077743, 0.010231, -0.104521, -0.10761, -0.024974, 0.135984, 0.060652, -0.057247, -0.090751, 0.018655, -0.0554, 0.012262, 0.066806, -0.043762, -0.020811, -0.102404, -0.105661, 0.10116, -0.010702, -0.026018, -0.14547, -0.011387, -0.037892, 0.110414, -0.011572, 0.084519, 0.019739, 0.041577, -0.01494, 0.032867, 0.00817, 0.006128, 0.043377, -0.022576, -0.030343, -0.029071, -0.012344, 0.007704, 0.027664, 0.058023, 0.014922, -0.017523, -0.030306, 0.166758, -0.002877, 0.09999, -0.009866, 0.01058, 0.029193, -0.117635, 0.013351, 0.046641, -0.004, 0.031178, 0.054981, 0.096959, -0.01315, 0.026686, 0.090511, -0.023953, -0.053219, -0.079184, -0.103032, -0.021358, -0.025811, -0.072152, 0.02877, -0.030126, 0.08365, -0.055409, -0.064116, 0.023064, -0.055495, 0.005017, 0.016857, 0.067832, 0.038074, -0.036212, -0.058653, -0.012028, -0.055017, -0.013597, -0.115478, 0.06608, 0.055671, 0.102309, -0.046007, 0.055647, 0.001083, 0.137246, -0.021085, -0.007661, -0.069199, 0.048985, -0.052822, 0.041477, 0.000166, -0.018181, 0.033462, 0.073627, 0.124052, -0.080348, 0.007979, -0.061827, 0.001039, -0.002329, -0.006262, 0.044978, 0.013836, -0.099468, -0.009342, -0.045277, 0.053137, 0.069326, -0.040152, -0.038956, -0.105528, 0.071273, 0.093295, -0.01191, -0.118145, -0.002257, 0.013645, 0.112308, -0.021384, -0.070063, 0.061812, -0.029085, 0.011021, 0.062485, 0.071885, 0.017801, -0.027887, -0.034429, 0.046706, 0.07313, -0.025893, -0.043786, -0.02221, 0.038615, 0.042153, 0.020029, -0.053902, -0.037266, 0.022403, -0.044215, 0.075839, 0.048518, 0.162335, 0.028224, 0.092244, 0.011227, 0.085516, -0.043516, -0.062121, -0.014098, -0.120296, 0.092934, -0.01125, -0.010993, 0.077362, -0.046947, 0.052244, -0.028234, -0.0467, -0.09021, 0.110317, -0.0478, 0.150526, -0.007499, 0.006278, 0.06355, -0.025423, -0.000031, 0.006558, -0.036385, 0.080577, -0.003808, -0.119231, -0.06758, 0.110379, -0.006468, 0.004525, -0.10342, -0.050033, -0.014242, 0.036098, -0.054048, -0.090208, -0.009154, 0.016134, 0.085831, 0.057156, -0.042255, 0.157611, -0.03956, 0.110896, 0.049331, 0.014816, 0.094644, 0.107445, 0.187335, 0.060754, 0.004272, -0.044126, 0.066838, 0.090935, 0.030337, 0.015796, 0.070638, -0.022613, -0.076221, 0.012853, 0.099305, 0.023765, 0.061775, -0.044376, 0.028947, 0.071739, -0.043648, 0.038674, 0.029894, -0.056394, -0.00256, 0.00424, 0.068268, 0.022176, -0.149334, 0.028046, 0.026027]
        },
        {
          "name": "orcid_get_research_resources",
          "description": "List research resources associated with an ORCID researcher — compute allocations, equipment access, lab facilities, data resources, and clinical study registrations. This is a newer ORCID section; most researchers have no entries. Returns the resource title, hosting organization, external identifiers (often a URI to the allocation portal), and access period. Most entries are deposited by resource-allocation systems (e.g. ACCESS, XSEDE) rather than researchers themselves.",
          "embedding": [0.056938, 0.19002, 0.011941, 0.027649, 0.096539, 0.045759, -0.117736, 0.001948, -0.025366, -0.042435, -0.08682, -0.018567, 0.066189, -0.011651, 0.052555, 0.080401, -0.033567, -0.044431, -0.066684, 0.024062, 0.014382, 0.060815, -0.024838, -0.043233, -0.004644, 0.066827, -0.033806, -0.059133, -0.050796, -0.146116, -0.063284, 0.093088, 0.06611, -0.026631, -0.02094, 0.015432, -0.069981, 0.043046, 0.05017, -0.062933, -0.039673, -0.125661, -0.059971, 0.176852, 0.059793, -0.022347, -0.121884, 0.005067, -0.002797, 0.08598, -0.041647, 0.036528, 0.040065, 0.023551, 0.056715, 0.024574, 0.053906, -0.043978, 0.006999, -0.070382, 0.026693, 0.056124, -0.0211, 0.036897, 0.116404, -0.037625, 0.046042, -0.086074, -0.009169, 0.088461, 0.064624, 0.08412, -0.018973, 0.012574, 0.035382, -0.106208, -0.031752, 0.036271, 0.031786, 0.015979, 0.072855, 0.077467, -0.000246, 0.01592, 0.05228, -0.061504, -0.031606, -0.025748, -0.048087, 0.028234, 0.004082, -0.010419, 0.004968, -0.03881, 0.107376, -0.101811, 0.074232, 0.022993, -0.068241, 0.066742, -0.034926, 0.064292, 0.040972, -0.10033, -0.065868, -0.003602, -0.093985, -0.025402, -0.121408, 0.046859, 0.030168, 0.033708, -0.047953, 0.01438, -0.02404, 0.095093, -0.041947, 0.004031, -0.08731, 0.086669, -0.058614, -0.001324, -0.035244, -0.057081, 0.014901, 0.043915, 0.11306, -0.081171, 0.003578, -0.011365, 0.018977, -0.043337, 0.021029, 0.052204, 0.105721, -0.040186, -0.008452, 0.00452, 0.041421, 0.011624, -0.014583, -0.000341, -0.113366, -0.005779, 0.117656, -0.011875, -0.099864, -0.035648, 0.030406, 0.126607, -0.013757, -0.093183, 0.001797, -0.043225, 0.005488, 0.026729, 0.072645, 0.022919, -0.029443, 0.016725, -0.008738, 0.094799, -0.081689, 0.006358, 0.022863, 0.013659, 0.02157, 0.04801, -0.00724, -0.031769, -0.037031, -0.155006, 0.066025, 0.062812, 0.102794, -0.006785, 0.050833, -0.012704, 0.058771, -0.034347, -0.059491, -0.076961, -0.04804, 0.088716, -0.006705, -0.050504, 0.052943, -0.065687, 0.080872, -0.025922, -0.065459, -0.116223, 0.026893, -0.053562, 0.128292, 0.02425, -0.028981, 0.024076, -0.008428, 0.005941, 0.019742, -0.049077, 0.083114, -0.029327, -0.159748, -0.090858, 0.055567, -0.091676, 0.043964, -0.092923, 0.087528, -0.01273, 0.046259, -0.060752, -0.027118, -0.059827, 0.039622, -0.031862, 0.045343, -0.071629, 0.156852, -0.065211, 0.094277, 0.092026, -0.027321, 0.091445, 0.048704, 0.088625, 0.058577, -0.062117, -0.00145, 0.03486, 0.050496, 0.090502, -0.027132, 0.078996, -0.047104, -0.022343, 0.031947, 0.071506, 0.008464, 0.042086, -0.006652, -0.02221, 0.124825, -0.038725, 0.037066, -0.023071, -0.016052, -0.011402, -0.021603, 0.078087, -0.045297, -0.163515, -0.007916, 0.057316]
        },
        {
          "name": "orcid_resolve_researcher",
          "description": "Disambiguate an author name to a verified ORCID iD. Returns up to 5 ranked candidates with transparent disambiguation signals: name match type (exact/partial/other-name/none), institution overlap flag, and whether a DOI or PMID anchor was used in the query. A DOI or PMID anchor is near-deterministic — it filters to researchers who have linked that specific work to their ORCID record. Use this tool (not orcid_search_researchers) when the input is an ambiguous name that needs ranked disambiguation. No synthetic scores are used — raw signals only.",
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        }
      ],
      "embedding": [0.010144, 0.143967, 0.082734, -0.014031, 0.145916, 0.030357, -0.056711, 0.038222, -0.046877, -0.057582, -0.090555, 0.018946, 0.02884, -0.053864, 0.034107, 0.037638, 0.018538, -0.076543, -0.079269, -0.006553, -0.037168, 0.031417, -0.041504, -0.025559, -0.074388, 0.012006, 0.019485, -0.056077, -0.11172, -0.069765, -0.0719, 0.112948, 0.071267, 0.024948, -0.01296, 0.041176, -0.015563, 0.030349, 0.024716, -0.055198, -0.116081, -0.131427, -0.032533, 0.128642, 0.03982, 0.000957, -0.151481, 0.087631, -0.036555, 0.109592, -0.032155, 0.06299, -0.00901, 0.042057, 0.008909, 0.013152, 0.036023, -0.054984, 0.032465, -0.03414, 0.008948, -0.030171, 0.017043, -0.051511, 0.093469, 0.003404, 0.006881, -0.056582, -0.071485, 0.119215, 0.051222, 0.106819, -0.003294, -0.000573, 0.031034, -0.110872, 0.017946, 0.077708, 0.049706, -0.015712, 0.026349, 0.050235, -0.015201, 0.082911, 0.053462, -0.040221, -0.001543, -0.048553, -0.051492, 0.028985, -0.018395, -0.062134, -0.014039, -0.008826, 0.112533, -0.06342, -0.019102, -0.010174, -0.04244, -0.010458, -0.002699, 0.080639, 0.003565, -0.069261, -0.062497, -0.012211, -0.111436, -0.006766, -0.12658, 0.032086, 0.027537, 0.087616, -0.046233, 0.061481, -0.043867, 0.142191, -0.010637, 0.002564, -0.072434, 0.051583, -0.068806, 0.05663, -0.046873, 0.04284, 0.031713, 0.036485, 0.088896, -0.060398, -0.010412, -0.017563, 0.021391, -0.027111, -0.009486, 0.02976, 0.02922, -0.005814, -0.04487, -0.038011, -0.008682, 0.05555, -0.072039, 0.005038, -0.117146, 0.031501, 0.080789, 0.018375, -0.101372, -0.018948, 0.071311, 0.094713, -0.046869, -0.061218, 0.073035, -0.054019, 0.018555, 0.046794, 0.122796, 0.037256, -0.016672, -0.038496, 0.003354, 0.025966, -0.093619, -0.066222, 0.031743, 0.034683, -0.034696, 0.069763, -0.028237, -0.059548, 0.00706, -0.086862, 0.128235, 0.050101, 0.12331, -0.020082, 0.125452, 0.030584, 0.052949, -0.013903, -0.035345, -0.034138, -0.088366, 0.077503, -0.032073, -0.002616, 0.034789, -0.00577, 0.072146, 0.008348, -0.067433, -0.123728, 0.114443, -0.090417, 0.067041, 0.022434, -0.076748, 0.035805, 0.024707, 0.044638, -0.00512, -0.051083, 0.061276, -0.045094, -0.133017, -0.131299, 0.068718, -0.015986, 0.041179, -0.054488, -0.016039, -0.022994, 0.012151, -0.086697, -0.018017, -0.035326, -0.033536, -0.0451, 0.04696, -0.031543, 0.164955, -0.062678, 0.071064, 0.073903, -0.059777, 0.11141, 0.105284, 0.083668, 0.069449, -0.077059, -0.042715, 0.050848, 0.065579, 0.067774, 0.011051, 0.094588, -0.044025, -0.03477, 0.03207, 0.038114, 0.042407, 0.034447, -0.039366, -0.017492, 0.077604, -0.0855, 0.033336, 0.010967, -0.044147, 0.017423, 0.007248, 0.093825, 0.007944, -0.173711, 0.004132, 0.054065]
    },
    {
      "name": "osv-advisory-mcp-server",
      "displayName": "OSV Advisory",
      "description": "Query OSV.dev for package vulnerabilities, batch-audit dependency lists, and fetch full advisory records via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://osv-advisory.caseyjhand.com/mcp",
      "npm": "@cyanheads/osv-advisory-mcp-server",
      "github": "https://github.com/cyanheads/osv-advisory-mcp-server",
      "version": "0.1.1",
      "auth": "none",
      "keywords": [
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "osv",
        "osv-dev",
        "vulnerability",
        "advisory",
        "security",
        "cve",
        "sbom",
        "dependency-audit",
        "devsecops"
      ],
      "tools": [
        {
          "name": "osv_list_ecosystems",
          "description": "Return the list of supported ecosystem identifier strings for use with osv_query and osv_query_batch. Ecosystem strings are case-sensitive exact matches — passing \"pypi\" instead of \"PyPI\" returns an error from the API. Use this tool to discover valid ecosystem strings before querying, or to verify an ecosystem identifier from a lockfile format. The list is static (maintained from the OSV schema spec) and may occasionally lag newly added ecosystems.",
          "embedding": [0.079572, -0.015344, 0.02669, 0.069814, 0.124112, 0.086209, 0.042727, 0.151584, -0.104885, -0.045495, -0.093831, 0.093798, -0.002382, -0.026827, 0.011384, 0.042276, 0.013527, 0.091105, -0.040332, 0.045786, 0.035686, 0.034661, 0.077232, 0.050664, -0.036759, -0.087161, -0.037682, 0.069395, -0.064525, -0.034195, -0.065072, 0.072171, -0.018955, -0.002233, 0.014973, 0.07336, -0.080022, 0.013718, -0.061752, -0.037025, -0.030884, -0.132297, 0.001543, -0.026265, 0.109048, 0.011306, -0.112425, 0.077729, 0.023512, 0.037915, -0.123736, 0.076151, -0.038114, 0.026774, -0.0002, -0.059436, -0.009965, -0.099295, 0.052735, 0.059312, -0.004205, -0.057027, -0.049261, -0.041442, 0.090873, 0.062702, -0.044813, 0.059285, 0.023058, 0.015024, 0.042712, 0.042093, 0.006724, -0.02132, 0.059468, -0.163858, -0.016394, 0.139671, 0.037588, 0.09152, -0.012847, 0.076903, -0.043332, 0.012472, -0.025229, -0.019827, 0.011703, -0.084008, -0.067325, 0.034862, 0.089922, -0.086528, 0.044733, 0.020192, 0.101346, -0.082591, -0.021028, -0.025992, -0.014567, 0.065141, -0.068261, -0.001811, 0.026932, -0.090359, -0.093387, 0.012609, -0.030763, 0.024196, -0.096029, 0.156022, 0.081674, 0.052164, -0.037024, 0.102742, 0.095773, 0.076105, -0.050307, -0.050034, -0.009731, 0.048851, 0.047757, 0.055689, -0.077142, -0.050069, 0.081414, 0.046244, 0.001256, 0.064234, -0.040926, 0.055671, -0.037777, 0.049582, 0.058496, 0.013195, -0.049876, -0.0581, -0.108971, -0.031273, 0.056892, 0.022251, -0.025056, -0.028216, -0.017293, 0.04662, 0.03575, 0.080491, -0.121542, 0.052765, -0.083545, 0.026941, 0.064336, 0.007439, -0.028874, -0.036613, -0.064669, 0.042923, 0.079115, 0.023517, -0.112498, -0.063608, 0.009715, -0.061288, -0.04839, -0.024903, 0.047477, 0.060544, 0.006777, 0.009645, 0.066391, 0.021735, 0.011032, -0.079682, 0.03828, -0.044062, 0.094513, -0.03782, 0.092418, 0.024939, 0.049679, 0.066285, 0.005714, -0.07223, -0.052306, 0.057149, -0.030713, -0.071894, -0.003578, -0.003525, 0.109355, -0.013687, 0.005514, -0.10158, 0.051449, 0.050995, 0.103523, -0.013146, -0.052511, 0.071812, 0.04923, 0.037287, -0.016742, 0.008812, 0.007671, -0.065005, -0.086101, 0.068422, -0.005106, -0.108971, 0.073735, 0.032264, 0.057615, -0.037337, -0.022074, -0.053272, 0.069077, 0.048102, -0.056266, -0.049775, 0.096769, -0.087089, 0.150493, 0.020561, 0.053676, -0.076696, -0.09516, 0.0416, 0.06054, 0.072078, 0.098138, -0.081022, -0.050451, 0.053866, 0.019297, 0.043412, 0.050743, -0.021865, 0.046555, 0.094472, -0.030457, 0.041665, 0.090376, -0.022122, -0.064034, -0.014567, 0.064644, -0.092523, 0.071972, -0.119437, 0.006051, 0.001077, -0.068637, 0.080715, 0.034879, -0.084587, -0.018353, -0.030029]
        },
        {
          "name": "osv_query",
          "description": "Query known vulnerabilities for a single package version across any supported ecosystem. Returns all matching OSV advisories with severity (CVSS vectors), CVE aliases, affected version ranges, and first safe version. Use osv_list_ecosystems to validate the ecosystem string before querying — ecosystem strings are case-sensitive exact matches and an invalid value returns an error, not empty results.",
          "embedding": [0.053991, -0.038583, 0.105755, 0.033141, 0.086118, 0.044459, 0.063507, 0.110201, -0.040293, -0.039956, -0.048859, 0.087141, -0.050028, -0.006814, 0.04768, 0.069261, 0.037743, 0.020767, 0.026002, -0.020243, 0.047582, -0.020848, 0.070459, 0.03397, -0.082796, -0.093736, 0.04486, 0.036517, -0.114198, -0.02807, -0.041984, 0.054963, -0.05916, -0.08513, 0.025692, 0.089671, -0.039149, 0.002351, -0.056461, -0.026493, -0.061654, -0.146464, 0.02068, -0.046816, 0.101691, 0.02073, -0.129837, 0.11147, -0.062881, 0.088879, -0.060108, 0.099409, -0.088872, -0.004485, 0.031045, -0.047392, 0.029508, -0.080569, -0.010655, 0.028661, -0.001581, -0.082188, -0.045233, -0.025577, 0.087041, 0.063449, 0.001958, 0.037136, 0.011521, 0.006105, 0.069838, 0.069599, -0.009855, 0.054405, 0.06451, -0.166599, -0.087831, 0.111098, 0.026799, 0.027295, -0.042142, 0.049324, 0.001182, -0.034357, -0.073365, -0.005527, 0.086822, -0.045081, -0.088017, 0.071365, 0.100924, 0.000514, -0.001898, 0.023933, 0.080403, -0.067851, -0.007819, -0.042938, 0.00976, 0.008113, -0.10291, -0.0032, 0.041372, -0.074489, -0.08508, -0.012063, -0.023355, 0.020811, -0.093914, 0.110746, 0.127187, 0.051744, -0.063277, 0.100293, 0.083239, 0.092081, -0.057552, 0.029998, 0.004182, -0.026315, -0.008928, 0.117493, -0.035767, 0.001816, 0.100652, -0.007635, 0.002722, 0.036459, -0.012736, -0.012127, -0.074038, 0.018042, 0.045607, 0.020913, -0.062419, 0.072462, -0.122332, -0.032225, 0.025184, 0.029522, -0.069062, -0.057595, -0.049285, 0.040283, 0.056355, 0.06483, -0.123155, 0.007485, 0.010551, 0.075014, 0.092251, -0.051199, -0.020948, -0.097249, -0.081961, 0.050551, 0.039868, 0.04334, -0.108697, -0.114181, 0.039025, -0.067997, -0.046072, 0.008282, 0.012277, 0.026996, 0.001605, 0.030815, 0.060641, 0.033634, 0.005777, -0.049646, 0.042205, -0.133229, 0.072863, -0.004128, 0.088184, 0.032942, 0.057606, 0.027289, -0.027114, -0.054784, -0.039359, 0.037357, -0.030603, -0.020615, -0.023669, 0.049236, 0.082455, 0.015663, -0.06316, -0.047383, 0.088216, 0.042579, 0.108865, -0.018718, -0.026603, 0.034402, 0.097059, 0.044345, -0.023973, 0.059592, 0.030084, -0.029543, -0.062634, 0.024399, 0.031865, -0.057653, 0.074041, 0.06957, 0.03273, -0.085997, -0.080348, -0.002352, 0.068764, 0.017935, -0.059602, -0.077005, 0.08654, -0.037685, 0.129398, -0.016363, 0.016511, -0.041523, -0.108609, -0.049048, 0.080027, 0.101463, 0.08502, -0.097329, -0.019642, 0.07361, 0.01046, 0.037673, 0.046414, 0.0357, 0.009602, 0.087497, -0.002842, -0.001789, 0.067848, 0.052121, -0.041099, 0.016981, 0.070911, -0.156982, 0.05867, -0.102529, 0.02221, 0.035801, -0.057016, 0.093753, 0.016489, -0.09556, 0.001245, -0.032332]
        },
        {
          "name": "osv_get_vulnerability",
          "description": "Fetch the full advisory record for an OSV vulnerability ID. Returns the complete record: summary, full details text, CVE aliases, all affected packages and version ranges, fix versions, CVSS severity vectors, CWE weakness IDs, and references. Use when osv_query or osv_query_batch returns a vuln ID and you need the full advisory context — eligibility criteria, scope of affected packages, or remediation guidance.",
          "embedding": [0.051459, 0.017819, 0.078078, -0.008059, 0.058677, 0.009174, 0.005754, 0.117155, -0.024189, -0.036011, -0.083714, 0.094128, 0.035384, -0.020536, 0.006635, 0.069981, 0.000349, -0.069634, 0.015783, -0.036296, 0.068093, -0.001928, 0.050615, 0.019999, -0.076192, -0.070578, 0.013116, -0.004456, -0.133914, -0.066863, -0.035406, 0.006681, -0.068144, -0.163348, 0.028732, 0.146384, -0.031828, -0.023674, -0.054256, -0.054802, -0.012816, -0.134013, -0.02464, -0.005774, 0.076272, -0.026779, -0.133254, 0.144914, -0.028248, 0.04157, -0.023656, 0.112471, -0.167027, -0.077793, 0.067389, -0.060418, 0.026695, -0.057646, -0.063378, 0.013368, -0.009899, -0.099456, 0.02695, -0.039256, 0.046389, 0.020597, 0.019528, 0.043457, 0.039291, 0.014932, 0.02476, 0.035101, -0.00397, 0.011547, 0.023094, -0.16726, -0.049782, 0.102906, 0.044326, 0.012796, -0.024202, -0.002494, -0.029738, -0.045377, -0.041626, -0.006388, 0.068313, -0.023555, -0.132882, 0.056125, 0.050493, 0.029974, -0.034587, -0.003569, 0.036581, -0.094447, 0.072289, -0.049717, 0.040322, 0.011821, -0.15568, -0.016645, -0.010488, -0.020548, -0.117151, 0.020514, -0.066414, -0.006868, -0.056453, 0.053919, 0.1129, 0.078217, -0.129788, 0.057186, 0.026933, 0.083273, -0.072286, -0.009342, 0.025357, -0.055315, -0.054693, 0.099521, 0.032854, -0.030221, 0.137752, 0.04559, -0.030762, -0.022641, 0.06657, -0.011367, -0.086142, 0.020507, 0.032745, -0.002842, -0.084982, 0.064513, -0.088287, -0.022073, 0.060652, -0.007676, -0.040492, -0.073264, -0.020388, 0.015276, 0.065235, 0.062627, -0.113921, -0.01216, 0.041882, 0.08282, 0.078703, -0.062777, -0.002096, -0.096828, -0.00289, 0.068376, 0.080859, 0.039959, -0.114033, -0.103253, 0.038397, 0.049615, -0.069415, 0.051107, 0.015023, 0.022664, -0.036819, 0.010248, 0.087223, -0.054182, -0.027324, -0.058366, -0.03139, -0.085653, 0.082922, 0.044644, 0.075816, 0.025728, 0.041752, 0.001851, -0.011331, -0.13175, -0.052871, 0.047766, -0.056956, -0.012818, -0.032868, 0.01593, 0.064529, 0.028433, -0.058519, -0.067991, 0.068697, 0.024775, 0.132948, 0.001474, -0.002855, 0.059717, 0.077344, 0.048835, -0.033319, 0.042945, 0.023442, 0.000134, -0.03753, -0.005165, 0.072089, -0.037165, 0.090776, 0.066604, 0.024014, -0.078998, -0.06651, -0.066346, 0.005391, 0.073819, -0.002319, -0.073238, 0.028647, -0.012077, 0.127725, 0.022527, 0.056104, -0.015134, -0.105935, 0.003609, 0.049596, 0.106649, 0.047131, -0.122966, -0.012665, 0.031279, -0.025452, 0.062138, 0.039615, 0.035077, -0.024531, 0.086593, -0.021759, 0.013282, 0.024966, 0.066619, -0.024481, 0.048424, 0.049559, -0.085575, 0.060966, -0.035494, -0.023033, 0.025706, -0.035739, 0.125806, -0.026733, -0.115549, -0.015735, 0.002009]
        },
        {
          "name": "osv_query_batch",
          "description": "Query vulnerabilities for multiple packages in one call — the primary tool for dependency audits, SBOM scanning, and lockfile triage. Pass an array of {name, ecosystem, version} tuples (up to 1000). Each entry in the response corresponds positionally to the input. For 200 or more packages, results spill to a DataCanvas table (returned as canvas_id) for SQL aggregation. Each finding includes CVE aliases for chaining to nist-nvd-mcp-server for CVSS scoring. Invalid ecosystem strings are rejected before querying — call osv_list_ecosystems to validate.",
          "embedding": [0.025893, 0.032154, 0.092225, 0.035932, 0.126339, 0.029954, 0.020646, 0.100393, -0.046099, 0.000452, -0.025206, 0.087145, -0.074581, 0.009686, -0.003958, 0.089676, 0.08314, -0.008798, 0.033672, -0.025233, 0.105258, -0.017261, 0.13146, 0.129201, -0.110038, -0.083044, -0.01174, -0.030526, -0.037487, 0.017431, -0.061524, 0.012556, -0.049384, -0.062056, 0.090473, 0.031424, -0.027896, 0.042202, -0.002403, -0.013974, -0.053007, -0.08303, 0.040965, -0.049721, 0.097774, 0.046074, -0.09151, 0.052782, -0.11137, 0.063846, -0.077723, 0.067206, -0.021993, -0.063174, 0.075474, -0.048541, -0.00649, -0.082403, -0.046914, 0.046225, -0.035921, -0.062386, -0.009922, 0.000987, 0.080982, 0.076467, -0.008302, 0.046864, -0.054073, 0.007129, 0.102191, 0.06151, -0.012946, 0.047903, 0.081952, -0.149446, -0.085969, 0.077658, 0.018647, 0.076865, -0.045735, 0.04481, 0.028904, 0.008461, -0.052746, 0.045246, 0.125663, -0.056652, -0.110604, 0.014089, 0.092569, -0.004138, 0.016631, 0.030592, 0.023375, -0.072333, 0.026697, -0.060444, 0.034719, -0.020606, -0.012325, 0.02243, 0.033807, -0.041721, -0.047817, 0.001326, -0.046084, -0.038286, -0.107307, 0.111825, 0.120044, 0.075548, -0.066171, 0.111544, 0.064835, 0.021909, -0.04317, 0.097328, -0.011602, -0.062751, 0.007535, 0.155026, -0.015142, 0.011108, 0.062433, -0.009587, 0.06779, -0.009909, -0.054857, 0.040788, -0.074119, 0.018742, 0.073982, 0.041812, 0.016848, 0.028546, -0.092521, 0.01803, 0.015766, 0.041641, 0.004801, -0.01928, -0.040921, 0.047539, 0.045679, 0.028699, -0.133805, 0.045345, 0.047772, 0.056852, 0.041128, -0.004219, -0.022099, -0.024956, -0.047043, 0.121429, 0.05392, 0.064347, -0.088203, -0.051052, 0.083459, -0.038934, -0.037072, 0.011749, -0.049132, 0.034184, 0.012843, 0.033336, -0.002285, -0.00816, -0.004932, -0.00705, -0.0304, -0.118726, 0.084285, 0.004357, 0.072018, 0.003066, 0.100829, 0.048224, -0.052266, -0.072857, -0.006788, 0.06047, -0.030665, -0.0015, 0.052397, 0.025132, 0.03061, 0.058437, -0.062164, -0.056869, 0.12535, -0.031211, 0.06816, -0.055258, -0.08042, 0.045274, 0.124164, -0.002081, -0.063624, 0.116104, 0.042953, -0.031018, -0.00635, -0.045231, -0.016202, -0.004208, 0.053943, 0.031025, -0.022596, -0.088925, -0.108123, 0.0045, 0.075508, 0.075287, -0.037463, -0.088526, 0.085647, -0.046373, 0.137933, -0.040362, -0.028593, -0.062455, -0.084395, 0.04455, 0.043985, 0.116719, 0.082874, -0.112377, -0.022684, 0.021165, -0.020451, 0.071349, 0.04378, 0.039312, 0.026905, 0.037107, -0.009535, -0.007818, 0.051089, 0.056781, -0.056962, -0.026755, 0.07182, -0.1582, 0.051475, -0.08549, 0.03825, -0.007462, -0.069956, 0.129172, -0.00937, -0.107396, 0.040361, -0.041137]
        }
      ],
      "embedding": [0.067084, 0.020528, 0.126289, -0.026284, 0.144183, 0.020763, 0.019508, 0.107404, -0.033882, -0.035042, -0.111608, 0.093814, -0.005385, -0.062685, 0.005517, 0.018427, 0.036417, -0.045074, -0.018665, -0.056724, 0.029103, 0.011936, 0.034289, 0.045022, -0.089469, -0.083213, 0.015338, -0.011185, -0.119688, 0.006641, -0.049283, 0.054498, -0.009168, -0.054931, 0.04684, 0.056376, 0.012405, 0.013838, -0.038052, -0.045319, -0.057437, -0.125929, -0.015044, 0.005988, 0.002964, 0.01026, -0.177724, 0.115204, -0.074436, 0.097543, -0.089484, 0.13914, -0.095391, -0.015766, 0.066145, -0.012765, 0.04596, -0.050269, 0.00225, 0.001365, 0.044053, -0.085299, -0.011181, -0.070298, 0.058105, 0.014697, -0.011255, -0.020032, -0.016265, -0.007405, 0.064703, 0.040474, -0.036279, 0.004695, 0.085532, -0.157525, -0.065451, 0.118476, -0.007586, 0.04789, 0.02874, 0.038266, 0.046273, 0.069777, -0.058316, 0.009967, 0.124119, -0.011397, -0.131589, 0.072323, 0.045855, -0.028384, -0.039477, 0.005724, 0.105254, -0.045185, -0.012599, -0.057211, 0.038705, 0.001093, -0.126636, 0.036877, 0.008526, -0.054848, -0.069746, 0.025252, -0.036197, -0.024776, -0.077238, 0.059685, 0.094077, 0.087935, -0.082649, 0.060449, -0.008917, 0.082881, -0.085783, 0.02532, -0.039111, -0.039719, 0.003209, 0.121735, -0.024429, 0.041013, 0.090099, -0.042858, 0.051602, 0.008655, 0.040127, -0.077083, -0.019394, 0.014293, 0.034467, -0.022626, -0.005672, 0.058235, -0.093843, -0.053238, -0.021738, 0.016726, -0.105273, 0.006477, -0.036123, 0.047358, 0.065804, -0.014034, -0.159517, -0.011816, 0.025409, 0.054807, 0.009189, -0.008416, 0.005045, -0.024236, -0.0222, 0.05383, 0.114963, 0.040168, -0.063043, -0.07561, 0.045166, -0.001513, -0.068635, -0.051833, 0.014565, 0.022302, -0.02563, 0.024248, 0.02398, -0.039416, -0.010456, -0.038649, 0.046677, -0.059993, 0.065263, 0.050266, 0.122668, 0.036243, 0.035536, -0.004717, -0.061757, -0.115546, -0.029619, 0.022718, -0.039086, 0.024396, 0.017213, 0.020235, 0.032156, 0.017421, -0.0912, -0.064248, 0.121699, -0.023493, 0.07047, -0.019658, -0.034678, 0.056178, 0.091044, 0.076324, 0.020058, 0.084269, 0.024937, -0.002167, -0.031667, -0.018335, 0.084222, 0.022799, 0.034725, -0.002615, -0.014732, -0.092413, -0.038844, -0.047711, 0.043606, 0.006423, -0.10831, -0.094211, 0.031876, -0.032258, 0.147549, -0.062823, 0.036387, 0.03034, -0.07952, 0.051632, 0.098666, 0.084109, 0.115518, -0.083182, -0.020103, 0.017697, -0.009117, 0.091328, 0.058458, 0.089737, -0.030975, 0.039357, 0.00221, -0.054671, 0.065226, 0.029366, -0.027778, 0.033699, 0.040598, -0.172432, 0.074586, -0.02084, -0.002123, 0.002167, -0.104012, 0.114339, 0.037538, -0.129184, 0.065423, -0.017488]
    },
    {
      "name": "pentest-mcp-server",
      "displayName": "Pentest",
      "description": "Offline methodology engine and payload workshop for authorized penetration testing, CTF, security research, and education via MCP. STDIO or Streamable HTTP.",
      "category": "utility",
      "endpoint": "https://pentest.caseyjhand.com/mcp",
      "npm": "@cyanheads/pentest-mcp-server",
      "github": "https://github.com/cyanheads/pentest-mcp-server",
      "version": "0.1.1",
      "auth": "none",
      "keywords": [
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "penetration-testing",
        "pentest",
        "security",
        "cybersecurity",
        "red-team",
        "offensive-security",
        "mitre-attack",
        "owasp",
        "ctf",
        "security-research",
        "payload-generator",
        "attack-methodology"
      ],
      "tools": [
        {
          "name": "pentest_guide",
          "description": "Return a structured attack methodology playbook for the given attack vector and optional target context, for use in authorized penetration testing, CTF, or security research. Covers reconnaissance, enumeration, exploitation, and post-exploitation phases for the vector, filtered to what is relevant given the provided stack and WAF profile. Each phase includes: what to look for, tools to use, common mistakes, detection indicators that would alert defenders, and recommended mitigations. Next-tool suggestions are pre-filled with payload generator and technique lookup calls. Covers 15 vectors via the vector enum. Authorized testing only.",
          "embedding": [0.105336, -0.00752, 0.030011, 0.07235, 0.121631, -0.004897, 0.077819, 0.024671, 0.027872, -0.047389, -0.028648, 0.016968, -0.031575, -0.022114, 0.021683, 0.115002, 0.016227, -0.033807, -0.065573, -0.034055, -0.016554, -0.055757, 0.04989, -0.037046, 0.075485, 0.047753, 0.016376, -0.036877, 0.078693, 0.017875, -0.060571, -0.001288, -0.047951, -0.074735, 0.034964, 0.023463, -0.047632, 0.015589, 0.041332, -0.093455, -0.000024, -0.098989, -0.046251, 0.022217, 0.12575, 0.113597, -0.163891, 0.024879, -0.131662, 0.038071, -0.070175, 0.066264, -0.011506, -0.097702, 0.127632, 0.052578, -0.046043, -0.066921, 0.015329, 0.002583, 0.003976, 0.027967, 0.064051, -0.046959, 0.098444, -0.056984, 0.049988, 0.040837, -0.029138, -0.062743, 0.028698, 0.086002, -0.046535, 0.048764, 0.09347, -0.118231, 0.006379, 0.077568, -0.026323, 0.037796, 0.111761, 0.085866, -0.023492, -0.020825, 0.021512, 0.04789, 0.106902, 0.091559, -0.107902, 0.151753, 0.022915, -0.053751, 0.01585, 0.042533, 0.025419, -0.034004, 0.02996, -0.01919, -0.014747, -0.072033, -0.024703, 0.051836, 0.006581, 0.005587, -0.077248, 0.04242, 0.070255, -0.033699, -0.166582, -0.017066, 0.077377, -0.065461, 0.001994, 0.087142, 0.086168, 0.058582, -0.063347, 0.013334, -0.023665, -0.001559, -0.017782, 0.111431, 0.005945, 0.064622, 0.094999, -0.02729, 0.082012, 0.085157, -0.03301, -0.067278, -0.005782, -0.027101, -0.018986, 0.033751, -0.0863, 0.039058, 0.029771, 0.009572, 0.038397, 0.04133, -0.012105, -0.075692, -0.017117, -0.064829, 0.005462, -0.042818, -0.025315, -0.009938, 0.087777, 0.040572, 0.028783, -0.035729, 0.022848, -0.056225, -0.026388, 0.067589, 0.093459, 0.053818, -0.106125, -0.11557, 0.102027, -0.067157, -0.096982, 0.000567, 0.01917, 0.021828, 0.023708, 0.028906, 0.098698, -0.013358, -0.010052, -0.038711, 0.102663, 0.004231, 0.152427, 0.06413, -0.028555, 0.020834, 0.053317, -0.006758, -0.061894, -0.002621, 0.07673, 0.027236, -0.103956, -0.070519, 0.028773, 0.046017, 0.049546, 0.060951, -0.090347, -0.051197, 0.08375, 0.006822, 0.041522, 0.006721, 0.074065, 0.118154, 0.041549, -0.047047, -0.055785, 0.086513, -0.027986, -0.006154, -0.031427, -0.067716, -0.026335, -0.094394, -0.004542, 0.040028, -0.001445, -0.018843, -0.123768, -0.100398, 0.030966, 0.006941, -0.033254, -0.022209, 0.039907, -0.018377, 0.141045, -0.032193, -0.025886, 0.090593, -0.057056, 0.0501, -0.085087, -0.002904, 0.032067, -0.092739, 0.072855, 0.035248, -0.005554, -0.005269, -0.016274, 0.023391, 0.046077, 0.026601, 0.014552, -0.059622, 0.050189, 0.020564, 0.058121, 0.040981, -0.075119, -0.015769, 0.100123, -0.036463, -0.007399, 0.040962, -0.069769, 0.14397, 0.052694, -0.143245, -0.048147, 0.129206]
        },
        {
          "name": "pentest_analyze_response",
          "description": "Analyze a server response from authorized probing for information leakage, fingerprinting signals, and exploitation opportunities scoped to the authorized engagement. Accepts raw HTTP response headers and body (paste from Burp, curl, or any HTTP client) and returns structured findings grouped by category. Each finding includes: what was detected, why it matters for an authorized tester, how a defender detects misuse, and recommended remediation. Identifies version disclosures, stack traces, debug headers, internal paths, JWT/cookie patterns, CORS misconfigurations, and other common leakage patterns. Use as the bridge between recon/probing output and the methodology and payload tools.",
          "embedding": [0.0214, 0.065201, 0.110363, 0.046726, 0.136909, -0.002504, 0.069559, 0.048933, -0.011635, -0.044094, -0.039339, 0.010763, 0.020088, -0.091504, 0.023401, 0.093139, 0.065035, -0.097803, 0.03172, -0.006634, 0.016779, -0.044559, -0.014339, -0.041309, 0.024865, 0.051532, -0.037046, -0.051096, -0.055971, 0.045589, -0.012811, 0.02726, -0.022636, -0.091869, -0.023501, -0.009086, -0.033212, 0.029505, -0.027015, -0.049439, -0.010515, -0.088399, -0.050476, -0.00765, 0.045355, 0.101872, -0.235535, 0.08511, -0.111384, 0.041256, -0.071185, 0.119503, -0.062139, -0.074784, 0.091715, 0.035603, 0.015222, -0.050586, 0.060178, -0.090159, 0.053724, 0.008638, 0.055578, -0.07122, 0.015314, -0.011779, 0.036495, -0.056469, -0.021535, 0.045499, 0.002226, 0.080514, -0.051023, 0.042618, 0.079587, -0.05936, -0.026527, 0.049096, -0.100181, 0.047051, 0.060586, 0.079185, -0.001344, 0.012607, 0.064119, 0.045959, 0.163203, 0.043078, -0.127474, 0.12254, 0.04722, -0.100903, 0.023995, 0.069147, -0.022539, -0.04858, 0.022652, -0.012077, -0.01879, -0.101912, 0.026467, 0.022018, -0.016867, -0.025145, -0.082994, 0.02646, 0.031683, -0.034891, -0.205118, -0.049463, 0.125875, -0.014384, -0.062137, 0.073615, 0.015066, 0.099805, -0.050863, 0.025435, -0.043829, -0.020653, -0.024464, 0.061041, -0.042874, 0.044338, 0.083183, -0.085403, 0.092359, 0.025932, -0.005091, -0.02709, -0.024324, 0.045759, -0.022375, 0.079124, -0.009359, 0.022985, -0.02385, -0.067152, 0.004728, -0.00947, -0.017372, -0.083768, -0.10471, -0.054767, -0.044084, -0.009431, -0.140584, -0.027452, 0.080063, 0.052535, -0.009354, -0.000338, 0.01661, -0.044381, 0.000872, 0.06902, 0.127461, -0.049563, -0.079056, -0.011848, 0.032134, -0.036, -0.046495, 0.066654, 0.053536, 0.104182, -0.012846, 0.027499, 0.064248, 0.031976, -0.02633, -0.021578, 0.087572, 0.015381, 0.181096, 0.065992, 0.048554, 0.008735, 0.063269, 0.048068, -0.051698, 0.008896, 0.022894, 0.004113, -0.098958, -0.049259, 0.084444, 0.02892, -0.016703, 0.040749, -0.05303, -0.090784, 0.101007, -0.021393, 0.0466, -0.045632, 0.039022, 0.100768, 0.006699, -0.025115, -0.026994, -0.017384, 0.011872, -0.080135, -0.052737, -0.063109, 0.058915, -0.095552, 0.037847, 0.01946, -0.006019, -0.065681, -0.133375, -0.059392, 0.061195, 0.051979, -0.018911, -0.074384, 0.061521, -0.018077, 0.106772, -0.041328, 0.072806, 0.068515, -0.010041, 0.055193, 0.033076, 0.062813, 0.07323, -0.062787, 0.016875, -0.01377, 0.000607, -0.011332, -0.021385, 0.042549, 0.031851, 0.034781, 0.04331, -0.010053, 0.09334, -0.007982, 0.068309, 0.049071, -0.036411, -0.069637, 0.094281, 0.000225, -0.007449, 0.043719, -0.011288, 0.166914, 0.032155, -0.094734, 0.019272, 0.054288]
        },
        {
          "name": "pentest_lookup_technique",
          "description": "Look up a MITRE ATT&CK technique by ID or keyword for authorized penetration testing and security research. Returns the full technique record: name, associated tactics, description, detection opportunities (log sources, behavioral indicators), real-world procedure examples from public reporting, recommended mitigations, and related sub-techniques. The detection and mitigation sections make this equally useful for defenders building detection coverage. Accepts exact IDs (T1190, T1059.001) or keyword search (e.g., \"sql injection\", \"pass the hash\", \"web shell upload\").",
          "embedding": [0.053247, 0.087631, 0.012364, 0.048947, 0.104162, 0.032833, 0.115224, 0.032952, -0.086554, 0.024448, -0.103095, 0.053928, 0.027917, -0.070387, -0.000895, 0.168741, 0.069267, -0.037101, 0.022296, 0.024185, -0.002178, -0.067309, 0.053047, -0.026985, 0.048248, 0.08526, -0.002688, -0.058075, -0.048637, 0.003898, -0.077124, -0.007697, -0.004617, -0.03757, -0.056474, -0.000253, 0.028534, -0.050145, -0.000807, -0.082417, 0.008377, -0.152655, 0.013361, 0.066133, 0.066054, 0.04584, -0.176089, 0.037061, -0.016939, 0.054475, 0.027531, 0.111694, -0.028953, -0.060227, 0.112168, 0.068429, 0.004468, -0.029807, 0.056946, -0.023753, 0.04177, -0.016567, 0.053893, -0.073409, 0.105311, -0.060823, 0.019525, 0.016645, -0.072874, 0.053812, 0.09178, 0.079854, -0.007441, 0.040701, 0.019942, -0.098218, 0.060347, 0.072172, -0.019143, 0.088611, 0.037674, 0.074668, -0.067311, -0.027414, 0.055306, 0.05419, 0.112115, 0.076933, -0.121386, 0.103219, 0.076466, -0.046908, 0.02758, -0.028332, -0.070094, -0.071489, 0.008793, 0.039773, 0.080097, -0.042959, -0.021282, -0.004853, 0.074957, 0.003064, -0.166643, 0.027751, 0.012052, -0.002046, -0.10712, 0.019257, 0.027939, -0.075245, -0.024191, 0.052985, -0.01317, 0.071786, -0.05092, 0.05596, -0.068723, 0.003405, -0.040574, 0.092564, -0.006096, 0.046967, 0.107536, -0.011246, -0.025249, 0.030199, -0.030669, 0.056627, 0.03432, -0.02793, 0.037943, 0.026621, -0.023476, 0.037665, 0.005333, -0.027022, 0.014334, 0.020859, 0.069692, -0.096764, -0.025712, -0.074172, -0.076354, -0.017251, -0.07871, 0.004673, 0.120252, 0.107107, 0.005635, 0.01179, 0.09716, -0.01512, -0.018696, 0.07228, 0.088187, 0.024993, -0.088939, -0.100834, 0.029339, -0.016219, -0.038256, 0.014157, 0.048973, 0.069618, -0.001013, 0.013322, 0.099401, -0.065174, -0.036563, -0.059694, 0.126521, 0.009537, 0.145908, 0.162483, 0.02606, 0.042637, 0.017533, 0.074607, -0.017483, -0.068459, -0.007708, 0.023655, -0.061375, -0.076377, 0.086823, 0.027453, 0.075787, -0.016726, -0.063654, -0.054028, 0.089789, -0.02982, 0.054598, -0.051907, 0.013834, 0.116631, 0.046418, 0.010821, -0.006881, -0.042766, 0.049906, -0.04334, -0.054715, -0.050186, 0.001283, -0.094327, 0.007695, 0.029974, 0.038821, -0.035911, -0.094903, -0.093901, 0.030567, 0.06341, -0.03283, -0.057465, 0.062507, 0.02088, 0.135216, -0.025355, 0.042126, 0.066396, -0.046453, 0.096034, 0.008131, 0.028437, 0.06467, -0.063973, 0.043776, 0.002808, 0.132454, 0.00248, 0.008357, -0.001625, 0.052612, -0.011245, 0.047399, 0.050964, 0.068372, -0.002958, 0.033081, 0.064998, 0.008344, -0.01885, 0.109844, 0.000279, 0.044969, 0.007229, 0.001774, 0.070495, 0.007044, -0.187128, -0.037673, 0.027968]
        },
        {
          "name": "pentest_map_techniques",
          "description": "Given a profile of the authorized test target (technology stack, exposed services, authentication type, OS), return a ranked list of ATT&CK techniques and OWASP test cases most relevant to that profile — not a generic dump of all techniques. Ranking factors: platform match, service match, auth type exposure, technique prevalence. Each result includes why it is relevant to this specific profile, the detection opportunity, and the recommended mitigation. Use when starting an authorized engagement to prioritize the testing scope; pair with pentest_guide to get the full methodology for each top-ranked vector.",
          "embedding": [0.065352, 0.038673, 0.04614, 0.085724, 0.1154, 0.062412, 0.062682, 0.078597, -0.008281, -0.040701, -0.056087, 0.033276, -0.002657, -0.047392, 0.055671, 0.101716, 0.0683, -0.070299, 0.040968, 0.032642, 0.008924, -0.081371, 0.031766, -0.090561, 0.055415, 0.064403, 0.016807, -0.075085, -0.014598, -0.02621, -0.043587, 0.039235, -0.017953, -0.027502, 0.014437, -0.009547, 0.007238, 0.042482, 0.048427, -0.068965, -0.010786, -0.174394, -0.051677, 0.028606, 0.09792, 0.011348, -0.178787, 0.080787, -0.071884, 0.058666, -0.045419, 0.111707, 0.000869, -0.005725, 0.098769, 0.058575, 0.004402, -0.084884, 0.005968, -0.019489, 0.075603, 0.009403, 0.105155, -0.034233, 0.067428, -0.00676, 0.005845, 0.024987, -0.035443, 0.018951, 0.055125, 0.067384, 0.054655, 0.034464, 0.029439, -0.086587, 0.032697, 0.068262, -0.036733, 0.03859, 0.065334, 0.059008, -0.065537, -0.006968, 0.011359, 0.022707, 0.20638, 0.098173, -0.14232, 0.139255, 0.118375, -0.044305, 0.003474, 0.041344, 0.036153, -0.086398, 0.007785, 0.039657, -0.017657, -0.106864, 0.010289, 0.025452, -0.015169, 0.032642, -0.088869, 0.085582, 0.057006, 0.004579, -0.124933, -0.006463, -0.027424, -0.040041, 0.000455, 0.081412, 0.050253, 0.056616, -0.078409, -0.031969, -0.059006, 0.005023, 0.009619, 0.102643, -0.043133, -0.003647, 0.069007, -0.014428, 0.062388, 0.073803, -0.048166, 0.016058, 0.020884, 0.008577, -0.035522, 0.04141, -0.04133, 0.016396, -0.007074, -0.006036, 0.035088, 0.001263, 0.000822, -0.068658, 0.001791, -0.005346, -0.019258, -0.028487, -0.107704, 0.036513, 0.095273, 0.067472, 0.009273, -0.022444, -0.050492, -0.027512, 0.052314, 0.098314, 0.098325, 0.022802, -0.063617, -0.105892, 0.066248, -0.127004, -0.013305, -0.023475, 0.065706, 0.056959, 0.019552, 0.024168, 0.071699, -0.027541, -0.05155, -0.044798, 0.065198, 0.005334, 0.073917, 0.050857, 0.069974, 0.03871, 0.050751, 0.082407, -0.050567, 0.013948, -0.025659, 0.042086, -0.057351, -0.082431, 0.107564, 0.04966, 0.016452, 0.007115, -0.103854, -0.089268, 0.058424, -0.035629, 0.061073, -0.024059, -0.005086, 0.022675, 0.077212, -0.000996, 0.038638, -0.020359, 0.003672, -0.001557, -0.055955, -0.106225, -0.007974, -0.100269, 0.014578, 0.045648, 0.055395, -0.036006, -0.155221, -0.074977, 0.00061, 0.079852, -0.050599, -0.037971, 0.081005, -0.008928, 0.11982, -0.072806, 0.030918, 0.135251, -0.049826, 0.059861, -0.004873, 0.058601, 0.197334, -0.066113, 0.065646, -0.046499, 0.090581, -0.027733, -0.059653, -0.037764, 0.062762, 0.009545, 0.035554, -0.048514, 0.034086, 0.038939, 0.088424, 0.097209, 0.031953, -0.013871, 0.062409, -0.023041, 0.027825, 0.059837, -0.056733, 0.060821, 0.011797, -0.087665, 0.014806, 0.0809]
        },
        {
          "name": "pentest_generate_payloads",
          "description": "Generate payload templates for authorized testing against systems the tester owns or is permitted to test. Payloads are annotated templates — each includes why it works in the specified context, what vulnerability class it tests, detection signatures that WAF/IDS products might fire, and recommended mitigations. Context-awareness is core: an XSS payload for an HTML attribute differs entirely from one for a JS template literal, and both differ from a DOM-based sink. When a WAF profile is specified, bypass variants reference known public research for that WAF product. All payloads are illustrative templates for authorized testing only.",
          "embedding": [0.055364, 0.086532, 0.090806, 0.071386, 0.107726, -0.000102, 0.079796, 0.061055, 0.046189, -0.073709, -0.035726, -0.040659, 0.018191, -0.054488, -0.004661, 0.103583, 0.040517, -0.04156, -0.05695, 0.012423, 0.001025, -0.04501, 0.043328, -0.019564, 0.036096, 0.067527, 0.016202, -0.06653, -0.023042, 0.002527, 0.015333, 0.011639, -0.028942, -0.023681, 0.019829, 0.010317, -0.065012, 0.054153, -0.026983, -0.043425, -0.036423, -0.081776, -0.036489, -0.017516, 0.059646, 0.028807, -0.177722, 0.016415, -0.111068, 0.016281, -0.0866, 0.068581, -0.006897, -0.077576, 0.115484, 0.072232, -0.052726, -0.057483, 0.052807, -0.087573, 0.084401, -0.029807, 0.045857, -0.096956, 0.111225, -0.012087, 0.040637, 0.026149, 0.018117, -0.035567, 0.016218, 0.059828, -0.014455, 0.020581, 0.089955, -0.087662, -0.021112, 0.047682, -0.040815, 0.060503, 0.135136, 0.073274, 0.024572, 0.005451, 0.022992, -0.0135, 0.13782, 0.085695, -0.125627, 0.11636, 0.071824, -0.093375, -0.035634, 0.029658, 0.046118, -0.01783, -0.011916, 0.047413, 0.030378, -0.10828, 0.026667, 0.024457, -0.031688, -0.056125, -0.091905, 0.091022, 0.017683, -0.074163, -0.121483, -0.036256, 0.101594, -0.037195, 0.011291, 0.108536, 0.040163, 0.059859, -0.089012, -0.011731, -0.009643, -0.05033, 0.050038, 0.043859, -0.028231, 0.083341, 0.050577, -0.04129, 0.106458, 0.027304, 0.006911, -0.03669, -0.031707, 0.044902, 0.012433, 0.004199, -0.030714, 0.024126, -0.048474, -0.059925, 0.029307, -0.009346, -0.036567, -0.036556, -0.005273, -0.05994, -0.022775, -0.031901, -0.075272, 0.036591, 0.08406, 0.007204, -0.02208, 0.006733, 0.068551, -0.0206, 0.014597, 0.050319, 0.133522, 0.025299, -0.083125, -0.107263, 0.03681, -0.050776, -0.02824, 0.057267, 0.030786, 0.038311, -0.054409, 0.027177, 0.150766, -0.001642, -0.020074, -0.031338, 0.033006, 0.025229, 0.181277, 0.071467, 0.036146, -0.017062, 0.086292, 0.071811, -0.087707, 0.025421, -0.003356, -0.009281, -0.028119, -0.069229, -0.020638, -0.014171, -0.042189, -0.020476, -0.103045, -0.074027, 0.109762, -0.044785, 0.000437, -0.022344, 0.007406, 0.105265, 0.040367, 0.003791, -0.02667, -0.000076, -0.062041, -0.04288, -0.062856, -0.127335, -0.008805, -0.109628, 0.033419, 0.003228, 0.071524, 0.027781, -0.034502, -0.088366, -0.024409, 0.0094, -0.068698, -0.091456, 0.068923, -0.04656, 0.108152, -0.047197, 0.034738, 0.074099, -0.032623, 0.059213, -0.047704, 0.018729, 0.116038, -0.173845, 0.10353, 0.001422, 0.065605, -0.018473, -0.075522, 0.011284, 0.0697, 0.035975, 0.042827, -0.054564, 0.106778, 0.041173, 0.014975, 0.000068, -0.047846, -0.07386, 0.130626, 0.007352, 0.018614, 0.00716, -0.075913, 0.107476, 0.071171, -0.090233, -0.020311, 0.110151]
        },
        {
          "name": "pentest_encode",
          "description": "Transform a payload string through one or more encoding layers for bypass research during authorized testing. Accepts a chain of encodings applied in order (e.g., [\"unicode\", \"url\", \"base64\"] applies Unicode → URL-encode → base64). Returns the transformed payload with a step-by-step decoding explanation: how a WAF or server would decode each layer, and why the combined encoding might bypass a specific filter. Use to understand filter bypass mechanics in an authorized engagement and to confirm that a target's decoding pipeline matches an expected bypass path. Payloads are transformed mathematically — no live probing occurs.",
          "embedding": [0.024484, 0.096539, 0.089066, 0.032327, 0.068664, 0.049338, 0.073194, 0.082187, 0.074371, -0.032385, -0.103826, -0.066074, -0.062247, -0.059686, -0.045808, 0.069722, 0.092326, -0.063309, 0.021941, 0.018462, -0.006012, -0.046538, 0.018566, -0.06515, 0.000678, 0.052192, -0.009859, -0.04852, 0.028546, 0.025218, -0.013302, -0.022003, -0.080369, -0.04575, 0.025359, -0.001652, -0.099947, 0.001309, -0.041185, -0.039833, -0.100321, -0.031317, -0.014539, 0.014666, 0.055077, 0.078017, -0.195785, 0.082406, -0.158694, 0.031109, -0.060083, 0.045528, -0.020857, -0.060682, 0.086101, 0.043203, -0.03827, -0.0574, 0.129472, -0.022023, 0.071321, -0.064755, 0.030209, -0.034617, 0.074029, -0.008764, 0.032175, 0.033906, 0.02245, -0.048244, -0.023582, -0.018244, -0.019212, -0.012079, 0.084101, -0.113458, -0.031546, 0.064978, -0.00647, 0.108087, 0.047737, 0.063251, 0.030671, 0.062411, 0.050695, 0.006971, 0.18137, 0.069496, -0.099566, 0.141949, -0.021586, -0.118057, -0.006554, 0.063985, 0.027578, -0.037215, 0.002512, 0.069823, 0.001714, -0.100283, 0.009584, 0.031884, 0.029751, -0.045111, -0.029235, 0.08135, -0.017512, -0.085781, -0.118742, -0.05142, 0.08804, 0.013087, -0.018212, 0.053341, -0.007012, 0.064137, -0.068398, -0.006351, -0.068879, 0.004927, 0.052004, 0.076524, -0.03137, 0.033503, 0.075786, -0.102307, 0.057374, -0.0039, -0.06065, 0.015345, -0.003707, 0.068829, 0.026204, 0.075491, 0.006596, 0.014549, -0.061478, -0.040843, -0.049721, -0.082973, -0.011616, -0.042078, -0.046762, -0.084514, -0.058401, 0.019475, -0.103735, 0.073811, 0.15122, 0.030576, -0.030578, -0.020795, 0.058229, -0.058374, -0.009513, 0.068285, 0.063386, -0.012641, -0.063134, -0.095884, 0.041131, -0.072631, -0.049625, -0.012752, 0.042116, 0.037759, 0.002748, 0.075178, 0.06101, -0.007838, -0.038822, 0.006503, 0.075023, 0.023388, 0.125787, 0.07245, 0.019266, 0.065205, 0.047863, -0.032071, -0.074529, 0.005487, -0.016376, 0.034783, -0.0397, -0.049783, 0.025224, -0.003314, 0.012339, 0.090233, -0.112446, -0.045797, 0.097007, -0.056427, -0.009045, -0.037926, 0.04011, 0.088828, 0.037597, 0.029365, -0.00942, -0.015772, 0.037937, -0.073151, -0.060546, -0.046756, 0.066505, -0.08024, 0.045809, -0.025801, 0.013249, 0.035443, -0.129185, -0.135889, 0.006834, 0.009465, -0.057163, -0.109198, 0.013017, -0.057705, 0.12207, -0.060308, 0.003125, 0.044015, -0.030315, 0.064412, -0.034429, 0.00895, 0.106735, -0.127985, 0.066763, -0.032802, 0.019497, -0.030762, -0.043708, -0.000686, 0.054745, 0.016904, 0.046094, -0.018686, 0.151228, 0.018553, 0.02688, 0.015271, -0.070974, -0.057528, 0.123857, -0.047018, 0.045252, 0.033972, -0.048914, 0.093707, 0.016382, -0.12567, -0.036635, 0.080903]
        }
      ],
      "embedding": [0.064955, 0.059758, 0.096833, 0.056894, 0.115114, 0.00374, 0.060862, 0.109324, 0.013916, -0.058221, -0.085946, -0.010681, -0.017993, -0.068264, -0.036927, 0.086517, 0.012113, -0.110307, -0.040522, -0.024042, -0.023543, -0.020503, -0.011008, -0.02236, -0.059469, 0.049418, 0.015633, -0.054903, -0.011864, 0.025562, -0.04042, 0.016106, 0.031969, 0.018679, 0.030656, 0.003353, 0.032874, 0.043614, -0.020466, -0.05411, -0.046164, -0.067919, -0.027553, 0.036902, 0.023582, 0.065637, -0.193758, 0.00717, -0.106669, 0.080925, -0.118315, 0.112876, 0.012207, -0.053722, 0.09831, 0.074286, 0.036587, -0.050686, 0.104289, -0.035232, 0.079098, -0.071611, 0.012266, -0.10311, 0.085588, -0.025003, 0.01984, -0.032612, -0.037311, -0.015078, 0.083467, 0.098726, -0.029863, 0.030797, 0.091814, -0.109375, -0.028726, 0.086564, 0.002655, 0.083787, 0.11383, 0.061454, 0.038393, 0.043305, 0.00029, 0.000566, 0.135848, 0.062083, -0.13031, 0.097073, 0.060981, -0.095057, -0.016568, 0.006306, 0.064504, 0.012819, -0.000115, -0.020083, -0.007863, -0.109453, -0.00888, 0.014143, 0.000626, -0.023585, -0.094327, 0.076394, 0.022263, -0.063459, -0.139252, -0.040794, 0.051604, -0.013365, -0.041913, 0.053487, -0.033348, 0.093268, -0.093256, 0.007354, -0.045408, -0.032865, 0.015948, 0.06567, -0.042739, 0.076423, 0.086549, -0.043116, 0.086848, 0.031278, -0.005294, -0.078639, 0.010671, -0.012683, -0.011407, -0.005889, -0.021513, 0.048951, -0.05695, -0.060093, -0.027643, 0.035716, -0.071073, -0.022582, -0.052175, -0.013776, -0.016115, -0.044582, -0.125828, 0.000333, 0.069107, 0.031591, -0.044966, -0.008779, 0.038521, -0.018728, -0.042914, 0.067952, 0.063648, 0.024919, -0.048865, -0.094065, 0.066646, -0.096938, -0.064282, -0.052286, 0.039192, 0.049702, -0.030874, 0.061372, 0.083526, -0.04672, -0.014301, -0.082429, 0.131611, 0.003908, 0.094994, 0.078384, 0.088991, 0.062894, 0.04491, 0.031936, -0.031514, -0.010603, 0.018252, 0.029218, -0.040952, -0.010608, 0.035367, 0.011278, 0.034887, 0.037612, -0.083291, -0.053601, 0.113206, -0.035776, 0.055609, -0.018812, -0.025805, 0.071148, 0.076891, 0.094477, 0.032357, 0.021473, -0.033423, -0.030367, -0.073649, -0.080985, 0.043597, 0.008432, 0.012524, -0.028828, -0.003623, -0.007895, -0.071368, -0.095621, 0.021807, 0.000917, -0.160062, -0.084357, 0.071993, 0.00762, 0.125541, -0.097613, 0.032565, 0.113403, -0.064952, 0.11306, 0.018181, 0.026811, 0.119087, -0.124061, 0.046313, 0.019336, 0.053497, 0.059831, -0.02194, 0.056471, -0.017746, 0.028044, 0.027781, -0.072376, 0.081694, -0.003953, 0.01717, 0.028454, -0.020426, -0.10528, 0.113167, 0.030401, 0.017282, -0.012225, -0.093277, 0.091747, 0.027897, -0.123639, 0.017624, 0.037891]
    },
    {
      "name": "pubchem-mcp-server",
      "displayName": "PubChem",
      "description": "MCP server for the PubChem chemical database. Search compounds, fetch properties, safety data, bioactivity, cross-references, and entity summaries. STDIO & Streamable HTTP.",
      "category": "research",
      "endpoint": "https://pubchem.caseyjhand.com/mcp",
      "npm": "@cyanheads/pubchem-mcp-server",
      "github": "https://github.com/cyanheads/pubchem-mcp-server",
      "version": "0.1.22",
      "auth": "none",
      "keywords": [
        "chemistry",
        "chemical compounds",
        "molecules",
        "drugs",
        "pharmacology",
        "bioassays",
        "drug discovery",
        "toxicology",
        "biochemistry",
        "chemical properties",
        "medicine",
        "health",
        "substances",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "pubchem",
        "compounds",
        "bioactivity"
      ],
      "tools": [
        {
          "name": "pubchem_search_compounds",
          "description": "Search PubChem for chemical compounds by identifier (name, SMILES, or InChIKey, batched up to 25), molecular formula in Hill notation, substructure or superstructure containment, or 2D Tanimoto similarity. Optionally hydrate results with properties to avoid a follow-up pubchem_get_compound_details call.",
          "embedding": [0.020259, 0.096474, 0.092102, -0.065306, 0.09685, 0.024649, 0.045349, 0.03526, 0.022716, -0.011395, -0.048513, 0.006017, 0.028261, 0.00126, 0.118637, 0.045999, 0.107975, 0.049792, 0.041634, -0.049335, -0.070671, 0.065679, 0.023085, -0.052822, 0.000913, 0.021736, -0.008671, -0.008106, -0.102567, 0.034098, -0.068094, 0.018661, 0.066017, 0.029528, -0.022186, 0.0483, -0.009978, 0.081724, 0.043557, -0.090829, -0.123466, -0.103518, -0.089076, 0.055637, -0.017714, 0.060281, -0.119135, 0.047594, -0.031199, -0.004831, -0.024941, 0.052044, 0.01662, -0.023567, 0.004858, -0.060166, 0.074755, -0.049797, -0.018361, 0.092478, -0.012702, 0.039098, -0.018147, 0.022173, 0.089645, 0.110132, -0.023677, -0.072052, -0.043688, 0.160174, 0.143024, 0.054643, -0.030687, -0.026954, 0.004905, -0.047939, -0.127245, 0.064463, -0.015368, 0.068532, 0.043382, 0.070099, -0.005395, -0.000902, -0.013161, 0.069516, 0.006638, -0.021689, -0.054812, 0.041276, 0.045724, -0.082774, -0.04453, -0.037992, -0.023631, -0.074486, -0.093837, -0.090342, -0.015531, 0.025875, -0.037792, -0.00225, 0.027951, 0.01948, -0.08181, -0.00102, -0.005548, -0.07849, -0.040627, 0.017911, -0.06562, 0.063005, -0.029845, 0.135823, -0.048906, 0.121332, -0.048599, 0.11117, -0.066886, 0.053686, -0.048482, 0.052413, 0.060966, 0.030728, 0.006961, 0.068169, 0.039472, -0.010836, 0.004691, -0.037751, 0.028503, 0.001539, 0.0482, 0.03095, -0.025373, -0.027408, 0.004956, -0.033591, 0.000494, 0.044053, 0.016404, 0.051011, -0.02296, 0.028584, 0.065345, 0.007513, -0.101195, -0.064329, -0.083982, 0.062792, -0.039381, 0.058273, 0.053183, -0.002051, -0.02783, 0.046582, 0.134219, -0.020908, -0.054196, -0.026991, -0.046165, 0.040793, -0.014622, -0.076939, 0.064969, 0.075615, -0.050234, 0.125392, -0.01315, -0.051134, -0.028904, -0.142768, 0.120028, 0.03319, 0.114947, 0.007824, 0.000246, 0.052385, 0.059388, -0.015227, -0.018687, -0.071241, -0.062095, 0.047687, -0.02717, -0.070268, 0.142892, 0.039455, 0.072457, -0.018168, -0.067737, -0.056936, 0.139145, 0.013451, 0.073389, -0.017676, -0.025632, 0.011382, 0.031518, -0.00052, 0.072278, 0.003053, 0.032836, -0.035801, -0.067309, -0.055843, 0.033524, -0.062649, 0.009653, 0.007756, 0.00501, -0.077802, 0.045972, -0.162218, -0.03377, 0.004856, -0.088695, 0.032149, 0.028183, -0.014189, 0.166836, -0.044442, 0.021184, 0.078356, -0.042588, 0.169278, 0.097189, -0.006173, 0.098117, -0.024322, -0.059295, 0.141963, 0.06697, 0.023071, 0.02223, -0.024833, 0.011374, 0.020334, -0.021936, -0.046289, 0.08834, -0.008181, -0.060043, -0.047502, 0.042991, -0.090599, 0.062159, -0.050027, -0.119151, -0.009383, -0.055954, 0.074808, -0.017866, -0.166351, 0.049848, -0.048498]
        },
        {
          "name": "pubchem_get_compound_details",
          "description": "Get detailed compound information by CID. Returns physicochemical properties (molecular weight, SMILES, InChIKey, XLogP, TPSA, etc.), optionally with a textual description (pharmacology, mechanism, therapeutic use), all known synonyms, drug-likeness assessment (Lipinski/Veber rules), and/or pharmacological classification (FDA classes, MeSH classes, ATC codes). Efficiently batches up to 100 CIDs.",
          "embedding": [0.009483, 0.147609, 0.089193, -0.077504, 0.138421, 0.000821, 0.031379, 0.06205, 0.024025, -0.028328, 0.006591, -0.01864, 0.062611, -0.058759, 0.100525, 0.097959, 0.055565, 0.042601, 0.093572, -0.045225, -0.050044, 0.029551, 0.026863, -0.010825, 0.016954, 0.058648, -0.00873, -0.014497, -0.130019, -0.003627, -0.019768, 0.020228, 0.036317, 0.047363, 0.000867, 0.011981, -0.054692, 0.081626, 0.019967, -0.088761, -0.081684, -0.08178, -0.097571, 0.047079, -0.084225, 0.008375, -0.0576, 0.048265, -0.025208, -0.002671, -0.023261, 0.066098, 0.02652, -0.031603, 0.054775, -0.062726, 0.060582, -0.056244, -0.017359, 0.088272, -0.060836, 0.026793, 0.017034, -0.011044, 0.072366, 0.079808, -0.011291, -0.079535, -0.003946, 0.142507, 0.112836, 0.019408, -0.021182, -0.041113, 0.006648, -0.064153, -0.117042, 0.02462, 0.045814, 0.033635, 0.017124, 0.0571, -0.073929, -0.042649, -0.064718, 0.071682, 0.036768, -0.053298, -0.073806, -0.003512, 0.036411, -0.085, -0.025983, -0.062848, -0.022747, -0.08252, -0.072103, -0.09303, -0.011177, -0.04439, -0.017885, 0.04991, 0.030453, 0.028324, -0.068788, 0.010236, -0.017395, -0.109699, -0.030019, 0.070749, -0.042622, 0.056119, -0.066856, 0.123943, -0.076088, 0.096441, -0.062605, 0.144517, -0.041979, 0.056042, -0.054476, 0.029446, 0.055426, 0.008318, 0.029179, 0.016076, 0.050443, -0.011183, 0.070815, -0.026244, 0.042017, -0.018623, 0.079938, 0.041089, -0.068823, -0.045789, -0.092592, -0.01183, -0.017654, 0.012202, -0.029253, 0.021098, -0.022118, -0.031149, 0.022716, 0.027849, -0.080969, -0.051316, -0.078932, 0.032483, -0.045915, 0.025195, 0.049806, -0.011881, -0.004988, 0.026888, 0.154209, -0.036602, -0.063797, -0.057242, -0.001078, 0.019809, -0.015121, -0.082833, 0.072594, 0.03382, -0.087606, 0.075284, 0.026191, -0.080145, -0.053537, -0.119805, 0.066897, -0.004543, 0.08289, 0.020187, 0.020728, 0.027694, 0.086292, -0.003681, 0.019239, -0.082896, -0.096854, 0.044086, -0.045961, -0.038855, 0.138841, 0.064185, 0.046208, 0.018044, -0.085875, 0.003552, 0.145357, -0.004995, 0.140707, -0.013397, -0.023202, 0.048448, -0.057587, -0.010622, 0.054223, -0.008267, 0.031182, -0.03915, -0.043656, -0.058436, 0.035991, 0.019717, 0.038956, 0.004516, -0.020472, -0.086115, 0.036264, -0.152074, -0.075895, 0.00014, -0.083315, 0.026581, 0.020228, -0.017905, 0.120902, -0.083719, 0.033399, 0.084158, -0.082421, 0.135544, 0.04844, 0.051494, 0.114154, -0.04441, -0.108275, 0.119029, 0.017244, -0.012713, 0.017762, -0.020595, 0.000296, 0.027099, 0.002528, -0.069742, 0.06512, 0.075087, -0.073238, -0.044745, 0.06713, -0.078459, 0.091464, 0.008569, -0.131664, -0.000049, 0.003657, 0.113571, 0.040646, -0.15266, -0.019217, -0.025461]
        },
        {
          "name": "pubchem_get_compound_image",
          "description": "Fetch a 2D structure diagram (PNG image) for a compound by CID.",
          "embedding": [0.039006, 0.064542, 0.087568, -0.044676, 0.086474, -0.050889, 0.008349, 0.00584, -0.008877, -0.041755, 0.041599, 0.003252, 0.015861, -0.023415, 0.174465, 0.080643, 0.015016, 0.021285, 0.020964, -0.041694, -0.083483, -0.036762, -0.036512, -0.038655, 0.036864, 0.003781, 0.002924, -0.009859, -0.056958, -0.000101, -0.013953, -0.020405, 0.022531, 0.008713, 0.021286, 0.005561, -0.035438, 0.037945, -0.008228, -0.091136, -0.096871, -0.081735, -0.073473, 0.053139, -0.01633, 0.013914, -0.087316, 0.086753, -0.042281, 0.032315, -0.052001, 0.030656, 0.01103, -0.048271, 0.047561, -0.028255, 0.09083, -0.016066, 0.012769, 0.064741, -0.001518, 0.019658, 0.002216, -0.031356, 0.01572, 0.028377, -0.013929, -0.048648, 0.012376, 0.138172, 0.114299, 0.036723, 0.040798, -0.061382, 0.012035, -0.075044, -0.135469, 0.068949, -0.025954, -0.01922, 0.070378, 0.079533, -0.030085, -0.034425, -0.014486, 0.043704, 0.022291, 0.007602, -0.075052, 0.064085, -0.017447, -0.074493, -0.051134, -0.037896, -0.017132, -0.021198, -0.058919, -0.107504, -0.000549, -0.017475, -0.033564, 0.089904, 0.043841, 0.089276, -0.100265, 0.016053, -0.027503, -0.07791, -0.06617, 0.00356, 0.000232, 0.067379, -0.026309, 0.121115, -0.086927, 0.064284, -0.03211, 0.126975, -0.011754, 0.034226, -0.06732, -0.011573, 0.024905, 0.030419, 0.027476, 0.022456, 0.021748, 0.027334, 0.009214, -0.06651, 0.070445, -0.011226, 0.096178, 0.039961, -0.009693, -0.045171, -0.073726, -0.007304, 0.032663, 0.070292, 0.002663, 0.005699, 0.021316, 0.024185, 0.051173, -0.034766, -0.119033, -0.119218, -0.022943, 0.090442, -0.037313, -0.003043, 0.053436, -0.011954, -0.023717, 0.060811, 0.151945, -0.044816, -0.116875, -0.068739, -0.003982, -0.014954, -0.048051, 0.004356, 0.026523, 0.007962, -0.05946, 0.031957, 0.018144, -0.083863, -0.030883, -0.176269, 0.045253, 0.095188, 0.127565, -0.002152, -0.020267, 0.041897, 0.073209, -0.035689, 0.019183, -0.029399, -0.028228, -0.024189, -0.045129, -0.001291, 0.127846, 0.021055, 0.055623, 0.01882, -0.057894, -0.047142, 0.134574, -0.015767, 0.105326, 0.016493, -0.076038, -0.016204, -0.011915, -0.022852, -0.010853, -0.030286, 0.031707, -0.060441, -0.035525, -0.081081, 0.069092, -0.02502, 0.059671, 0.018456, -0.042626, -0.026232, 0.056691, -0.11584, -0.066837, -0.030238, -0.10562, -0.002771, 0.032449, 0.004807, 0.14617, -0.058946, 0.02822, 0.121588, -0.060696, 0.200668, 0.103663, 0.067274, 0.131556, -0.009861, -0.097748, 0.164186, 0.029968, 0.014525, -0.007909, 0.007106, -0.006455, 0.059417, 0.042224, -0.070642, 0.102354, -0.002769, -0.109621, -0.119397, 0.052363, -0.103162, 0.049781, -0.026394, -0.105055, 0.004656, -0.012178, 0.071554, -0.037892, -0.181442, 0.046747, -0.04835]
        },
        {
          "name": "pubchem_get_compound_xrefs",
          "description": "Get external database cross-references for a compound: PubMed citations, patent IDs, gene/protein associations, registry numbers, and taxonomy IDs. Results are capped per type with total counts reported.",
          "embedding": [0.036134, 0.130151, 0.034746, -0.054688, 0.134146, -0.052925, 0.021877, 0.017373, 0.049765, 0.054039, -0.024304, 0.039972, 0.065776, -0.057657, 0.132048, 0.113947, -0.005686, 0.035107, 0.058657, -0.048959, -0.030143, 0.021459, -0.034942, 0.001016, 0.023944, 0.020483, -0.035889, -0.017741, -0.073804, -0.007584, -0.018235, 0.061966, 0.014726, 0.018825, -0.08032, 0.05844, -0.024288, 0.061462, 0.006823, -0.112734, -0.108333, -0.078204, -0.052477, 0.081599, 0.001175, 0.017076, -0.121426, -0.000394, -0.01222, 0.051604, -0.039889, 0.032559, 0.004441, 0.003878, 0.04498, 0.074315, 0.076768, -0.027946, -0.032272, 0.062806, -0.025646, 0.100233, 0.003996, 0.007679, 0.118478, 0.055309, 0.00261, -0.063336, -0.022474, 0.166355, 0.127861, -0.002935, 0.016142, -0.022897, 0.02926, -0.060912, -0.106773, 0.029998, 0.052585, 0.009005, 0.041589, 0.094665, 0.006971, -0.054397, -0.006677, 0.026124, 0.00565, -0.05992, -0.055414, 0.008509, 0.041688, -0.026966, -0.009983, -0.081695, 0.026828, -0.055289, -0.072068, -0.027896, -0.065296, 0.003823, -0.055809, 0.048685, 0.011857, 0.002664, -0.074122, 0.001765, -0.066226, -0.106295, -0.057798, 0.013963, -0.009854, 0.036942, -0.081094, 0.082107, -0.029611, 0.142055, -0.003583, 0.142223, 0.014878, 0.084188, -0.031417, 0.040913, 0.015776, 0.03723, 0.064228, 0.083294, 0.082853, -0.075605, -0.020744, -0.068752, 0.048443, -0.004446, 0.002894, 0.021675, -0.056922, -0.083156, -0.017566, 0.014974, -0.026705, 0.074999, -0.011393, -0.001554, -0.049361, 0.027843, 0.07467, 0.021767, -0.15782, -0.05865, -0.070325, 0.146152, 0.033343, 0.085426, 0.060629, 0.000714, -0.002017, 0.021625, 0.151935, -0.008436, -0.109207, 0.006284, -0.01657, 0.028652, -0.025035, -0.02831, 0.046422, 0.012734, -0.097275, 0.062982, -0.00641, -0.006361, -0.01121, -0.147222, 0.052135, -0.002203, 0.072606, 0.025261, 0.008402, 0.017935, 0.087719, -0.021043, -0.019345, -0.049104, -0.058976, 0.005398, -0.068903, -0.04569, 0.108964, 0.005212, 0.085363, -0.013809, -0.04995, -0.0634, 0.101823, -0.05233, 0.135431, -0.027844, -0.013898, 0.072242, -0.029121, -0.038327, 0.066301, 0.007137, 0.018462, -0.013315, -0.044435, -0.050974, 0.027622, -0.087547, 0.016713, -0.041806, 0.035297, -0.038735, 0.037657, -0.118504, -0.079796, 0.018556, -0.032862, 0.001703, -0.030049, -0.019834, 0.156835, -0.065597, 0.047951, 0.103728, -0.078158, 0.164529, 0.028505, 0.059804, 0.088001, -0.002011, -0.049086, 0.161192, 0.047158, 0.019608, -0.009735, 0.03892, -0.067936, 0.008773, 0.024536, -0.03814, 0.051948, 0.063158, -0.086712, -0.044113, 0.114764, -0.102044, 0.035194, -0.068624, -0.105036, -0.06298, -0.025155, 0.041549, 0.021359, -0.136249, 0.030408, -0.027944]
        },
        {
          "name": "pubchem_get_compound_safety",
          "description": "Get GHS (Globally Harmonized System) hazard classification and safety data for a compound. Returns signal word, pictograms, hazard statements (H-codes), and precautionary statements (P-codes). Data sourced from PubChem depositors — source attribution included.",
          "embedding": [-0.001381, 0.103846, 0.02832, -0.053757, 0.152989, -0.027222, 0.075149, 0.006615, -0.024625, -0.009863, -0.036468, -0.057452, 0.011541, -0.052094, 0.049871, -0.016548, 0.019883, 0.031422, 0.025938, -0.052984, -0.051831, -0.014656, -0.026334, -0.038337, 0.022077, 0.036774, -0.004508, 0.003411, -0.060102, 0.010813, 0.010604, 0.020364, 0.060436, 0.049472, 0.009085, 0.039663, -0.007048, 0.050926, 0.045669, -0.110139, -0.077153, -0.080356, -0.110741, 0.095947, -0.046481, 0.034801, -0.133128, 0.065773, -0.042671, 0.020818, -0.039155, 0.033504, 0.006343, -0.033903, 0.027221, -0.056562, 0.091749, -0.027817, -0.039633, -0.007844, -0.036964, 0.029377, -0.038413, -0.042437, 0.079494, 0.015675, -0.02403, -0.072459, 0.027799, 0.12595, 0.105008, 0.062409, 0.012248, -0.029734, -0.03078, -0.082984, -0.163993, -0.02126, -0.043181, -0.025235, 0.037985, 0.053001, -0.017309, 0.005069, -0.062807, 0.068986, 0.058793, -0.077659, -0.020605, 0.04474, 0.020855, -0.03723, -0.058112, -0.052406, -0.009032, 0.004058, -0.09678, -0.051475, -0.026855, -0.056723, -0.030472, 0.02768, 0.023826, 0.004083, -0.02184, -0.010877, -0.033001, -0.051228, -0.050961, -0.001281, -0.007322, 0.032992, -0.020415, 0.126821, -0.04526, 0.105596, -0.049285, 0.103252, 0.00158, 0.08938, 0.002486, -0.014873, -0.038682, 0.055812, 0.006729, 0.079768, 0.078558, -0.010671, 0.0397, -0.000166, 0.071548, 0.062139, 0.037479, 0.020478, -0.062333, -0.030129, -0.050751, -0.021426, -0.007131, 0.051548, 0.002688, 0.002342, -0.076927, -0.059555, 0.037833, -0.061576, -0.109812, -0.056727, -0.052807, 0.137858, 0.027161, 0.042378, 0.015902, 0.011681, -0.026536, -0.013329, 0.150994, -0.016177, -0.095208, 0.008333, -0.03811, -0.011367, -0.039453, -0.073295, 0.036053, -0.001017, -0.069931, 0.074553, 0.049946, -0.090381, 0.008365, -0.131013, 0.122197, 0.008454, 0.12152, 0.013699, 0.029365, 0.036429, 0.097006, -0.032243, 0.029765, -0.054683, -0.03041, -0.018578, -0.061248, -0.094127, 0.169712, -0.023136, 0.025341, 0.115172, -0.079532, -0.020726, 0.14448, -0.045392, 0.091718, -0.032364, 0.059164, 0.028443, 0.055538, -0.059459, 0.029753, 0.027865, -0.014045, -0.061194, -0.073944, -0.055539, -0.0045, -0.022509, 0.063076, 0.01029, 0.004295, 0.001536, 0.056731, -0.109901, -0.055031, 0.011308, -0.139597, 0.057355, 0.028552, -0.011083, 0.138878, -0.053981, 0.121729, 0.122898, -0.040422, 0.122159, 0.078493, 0.099805, 0.082952, -0.016318, -0.123199, 0.140874, 0.07518, -0.026083, -0.012435, 0.056917, 0.00532, 0.048914, -0.012293, -0.075316, 0.123191, 0.019362, -0.071316, -0.093113, 0.046856, -0.09797, 0.075543, -0.036989, -0.101467, -0.047475, -0.022034, 0.096681, -0.009606, -0.11131, -0.02354, -0.076742]
        },
        {
          "name": "pubchem_get_bioactivity",
          "description": "Get a compound's bioactivity profile: which assays tested it, activity outcomes (Active/Inactive/Inconclusive), target identifiers (NCBI Gene ID, UniProt/GenBank accession), and quantitative values (IC50, EC50, Ki, etc.). Filter by outcome to focus on active results.",
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        {
          "name": "pubchem_search_assays",
          "description": "Find PubChem bioassays associated with a biological target. Search by gene symbol (e.g. \"EGFR\"), protein name, NCBI Gene ID, or UniProt accession. Returns assay IDs (AIDs) which can be explored further with pubchem_get_summary.",
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        {
          "name": "pubchem_get_summary",
          "description": "Get descriptive summaries for PubChem entities by ID. Supports assays (AID), genes (Gene ID), proteins (UniProt accession), and taxonomy (Tax ID). Up to 10 per call.",
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        }
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    },
    {
      "name": "pubmed-mcp-server",
      "displayName": "PubMed",
      "description": "Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms via MCP. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://pubmed.caseyjhand.com/mcp",
      "npm": "@cyanheads/pubmed-mcp-server",
      "github": "https://github.com/cyanheads/pubmed-mcp-server",
      "version": "2.7.8",
      "auth": "none",
      "keywords": [
        "health",
        "medical",
        "medicine",
        "biomedical",
        "clinical research",
        "life sciences",
        "healthcare",
        "disease",
        "biology",
        "scientific literature",
        "medical journals",
        "research papers",
        "medical research",
        "pubmed",
        "ncbi",
        "research",
        "citations",
        "mesh",
        "mcp",
        "model-context-protocol",
        "mcp-server",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "e-utilities",
        "open-access",
        "full-text",
        "unpaywall",
        "europe-pmc"
      ],
      "tools": [
        {
          "name": "pubmed_search_articles",
          "description": "Search PubMed with full query syntax, filters, and date ranges. Returns PMIDs and optional brief summaries. Supports field-specific filters (author, journal, MeSH terms), common filters (language, species, free full text), and pagination via offset for paging through large result sets.",
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        },
        {
          "name": "pubmed_fetch_articles",
          "description": "Fetch full article metadata by PubMed IDs. Returns detailed article information including abstract, authors, journal, MeSH terms.",
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        },
        {
          "name": "pubmed_fetch_fulltext",
          "description": "Fetch full-text articles from PubMed Central with structured sections and references. When PMC misses, transparently falls back to Europe PMC `fullTextXML` (structured JATS for records with a PMC counterpart), then to Unpaywall — publisher-hosted or institutional open-access copies as HTML-as-Markdown or PDF-as-text. Provide exactly one of `pmcids` (PMC IDs directly), `pmids` (PubMed IDs, auto-resolved), or `dois` (preprints and EPMC-only OA records that lack PMID/PMCID).",
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        },
        {
          "name": "pubmed_format_citations",
          "description": "Get formatted citations for PubMed articles in one or more styles (apa, mla, bibtex, ris). Pass a single style as a string or multiple as an array.",
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        },
        {
          "name": "pubmed_find_related",
          "description": "Find articles related to a source article — similar content (similar), articles citing this one (cited_by), or articles this one cites (references).",
          "embedding": [0.035257, -0.009445, 0.087984, -0.035022, 0.097464, 0.018811, -0.005691, 0.002042, 0.026806, -0.034627, -0.086025, 0.082807, -0.033063, 0.042983, 0.064335, 0.06575, 0.053008, 0.001263, 0.024818, 0.016049, 0.016642, 0.041016, 0.044884, -0.000463, 0.012414, -0.051076, -0.002013, 0.02716, -0.114479, 0.004671, -0.148729, 0.061099, 0.049473, -0.047591, -0.084321, 0.013329, -0.06656, 0.026026, 0.007365, -0.0998, -0.104825, -0.116514, -0.078214, 0.092208, -0.003837, -0.005473, -0.250827, 0.120001, -0.066238, 0.076674, -0.047641, 0.045679, 0.015719, 0.05413, -0.010885, 0.012408, 0.077628, 0.006293, 0.045423, -0.009215, 0.081996, 0.070523, -0.000221, 0.036495, 0.085498, 0.039603, 0.008528, 0.018117, -0.093263, 0.117959, 0.079214, 0.001492, -0.024943, -0.037902, 0.060659, -0.087306, -0.069195, -0.00869, -0.011841, 0.036011, 0.067604, 0.070472, 0.071742, 0.00882, 0.075043, 0.021092, 0.030697, -0.011897, 0.030237, 0.038328, -0.000313, -0.043325, -0.039946, 0.013935, 0.062352, -0.039514, 0.034719, 0.037351, -0.062896, -0.004428, -0.035782, -0.019843, 0.085343, -0.023546, -0.091883, 0.038235, 0.010511, -0.095384, -0.073732, -0.008351, -0.019198, 0.07837, -0.02752, 0.006132, -0.08312, 0.158605, 0.019083, 0.015214, -0.025333, 0.027726, -0.107192, 0.047765, -0.000882, 0.011118, 0.096091, 0.046231, 0.120798, -0.062849, -0.076128, 0.033949, 0.095178, 0.030218, -0.044198, 0.005952, 0.07839, -0.042077, 0.067516, 0.012488, 0.004471, 0.017454, 0.001831, -0.033064, -0.095468, 0.064983, 0.127006, -0.05384, -0.134895, 0.005155, 0.006615, 0.051666, 0.03471, 0.061385, 0.009017, -0.035966, -0.010475, 0.024281, 0.126324, 0.022756, -0.062616, -0.04147, 0.028342, 0.095772, 0.006772, -0.043183, 0.033945, -0.010562, -0.02459, 0.055613, -0.043864, -0.021702, 0.005762, -0.150303, 0.051821, -0.012874, 0.025602, 0.086122, 0.083833, 0.058447, 0.001882, -0.040412, -0.046401, -0.041473, -0.041252, -0.033292, 0.048478, -0.109607, 0.097959, 0.010577, 0.015447, -0.030675, -0.106723, -0.140587, 0.121963, 0.053987, 0.082552, -0.033727, -0.038101, 0.114576, -0.0137, 0.015066, 0.060167, -0.027844, 0.082497, -0.002499, -0.112069, -0.015875, 0.074941, -0.059266, 0.034203, -0.033755, 0.065537, -0.116247, 0.01494, -0.115164, -0.008756, -0.065131, -0.010426, -0.019738, 0.04214, -0.023769, 0.174625, -0.037045, 0.018822, 0.149512, 0.0034, 0.093719, 0.12046, 0.038988, 0.079501, -0.092347, -0.02073, 0.052342, 0.043408, 0.08702, -0.006542, 0.036035, -0.015396, 0.008419, 0.018161, 0.052124, 0.036751, 0.008015, 0.018335, 0.001838, 0.062516, -0.101176, 0.015836, -0.03059, -0.0851, 0.040455, -0.019041, -0.01517, 0.01093, -0.066933, 0.003714, 0.034561]
        },
        {
          "name": "pubmed_spell_check",
          "description": "Spell-check a query and get NCBI's suggested correction. Useful for refining search queries.",
          "embedding": [-0.02235, -0.019543, 0.127992, 0.010887, 0.141623, 0.012011, 0.071078, -0.003582, 0.022501, -0.004994, -0.071195, 0.043318, -0.076435, -0.019401, 0.0215, 0.131849, 0.081618, 0.03098, -0.044959, -0.024806, 0.05662, -0.017437, 0.060506, -0.021498, 0.006541, -0.075141, -0.001166, 0.012672, -0.097407, 0.008368, -0.114775, 0.017916, -0.054765, 0.057709, -0.028526, 0.007206, -0.043325, 0.075943, -0.01806, -0.074885, -0.133653, -0.081479, -0.080088, 0.100033, -0.048983, -0.003696, -0.229846, 0.044513, -0.076573, 0.050742, -0.056212, -0.012081, 0.023254, 0.020334, -0.040742, -0.012193, 0.06667, -0.022718, 0.069633, -0.035654, 0.108009, 0.029828, -0.012097, -0.050102, 0.072107, 0.017024, -0.023034, -0.001048, -0.07345, 0.12441, 0.04387, 0.01927, -0.011735, -0.051523, 0.05434, -0.114072, -0.088088, -0.023633, -0.001659, 0.034935, 0.07057, 0.079778, 0.054057, 0.049009, 0.014384, 0.019548, 0.026695, -0.007376, 0.013855, 0.010245, 0.006428, -0.039316, -0.035336, -0.003943, 0.042561, -0.055049, 0.029627, -0.002492, -0.012122, -0.018791, -0.061758, -0.003015, 0.071317, -0.013964, -0.095088, 0.027599, -0.016271, -0.0917, -0.096511, 0.025709, 0.067223, 0.08837, -0.050235, 0.037133, -0.13241, 0.123373, -0.003401, 0.085248, -0.014357, 0.054178, -0.01872, 0.081466, 0.003066, 0.026201, 0.07426, 0.06546, 0.116337, -0.019319, -0.020211, 0.043688, 0.062444, 0.02888, -0.050899, -0.022117, 0.035318, -0.036956, 0.045227, -0.035517, 0.002366, 0.047775, -0.056686, -0.043814, -0.085174, 0.034242, 0.084853, -0.000398, -0.098963, 0.043254, 0.044719, 0.038191, 0.045944, 0.09234, 0.053, -0.026507, 0.005122, 0.025837, 0.066071, 0.081752, -0.043485, -0.075304, 0.016574, 0.077175, -0.067289, -0.063924, 0.029226, -0.037261, 0.03346, 0.086822, 0.000971, -0.012076, 0.044874, -0.090329, 0.142393, -0.044161, 0.050151, 0.105115, 0.067383, 0.089384, 0.033474, 0.001299, -0.021678, -0.024561, -0.039558, 0.010221, -0.003308, -0.092871, 0.105426, 0.068892, 0.069219, 0.0408, -0.065983, -0.082617, 0.130988, 0.021912, 0.059039, -0.007636, -0.049682, 0.090452, 0.015963, -0.019666, 0.08981, -0.001048, 0.083844, -0.048537, -0.147234, -0.036577, 0.072312, -0.098197, -0.068182, 0.014062, 0.018381, -0.088891, -0.005617, -0.115323, -0.015259, -0.076586, -0.014654, -0.062539, 0.057557, -0.031687, 0.163909, -0.013249, -0.010246, 0.102119, -0.008279, 0.115939, 0.116287, 0.106393, 0.107366, -0.109702, -0.05094, 0.037423, 0.011037, 0.13363, -0.041608, 0.015915, -0.041221, -0.037693, 0.007779, 0.03723, 0.046555, 0.018324, -0.03197, -0.017722, 0.039849, -0.102546, -0.007416, -0.039455, -0.01929, 0.037408, -0.023387, 0.036084, 0.017887, -0.096773, -0.007458, 0.01733]
        },
        {
          "name": "pubmed_lookup_mesh",
          "description": "Search and explore the MeSH (Medical Subject Headings) controlled vocabulary. Returns descriptor records with tree numbers, scope notes, and entry terms.",
          "embedding": [0.00216, -0.028753, 0.055399, -0.053933, 0.144978, 0.077001, 0.041261, -0.010722, 0.021073, -0.000021, -0.075489, 0.044567, -0.024208, 0.006448, 0.061939, 0.055363, 0.062433, -0.032303, -0.023281, -0.012262, 0.025266, -0.022519, 0.076931, -0.020323, -0.005139, -0.022995, -0.043706, -0.004763, -0.112368, -0.026382, -0.135458, 0.055241, -0.017656, 0.021201, -0.006713, -0.034589, -0.030574, 0.07855, -0.064266, -0.140122, -0.084344, -0.07086, -0.104565, 0.079634, -0.069941, -0.002198, -0.213827, 0.07356, -0.085923, 0.082676, -0.098389, -0.057096, 0.062279, 0.055459, -0.037098, -0.048844, 0.066428, -0.065495, 0.043576, -0.01268, 0.023576, 0.083589, -0.00238, -0.004678, 0.064512, -0.032107, -0.008795, -0.053326, -0.062345, 0.120627, 0.034229, 0.087666, 0.002076, -0.018531, 0.071926, -0.136072, -0.070729, 0.016614, -0.007746, 0.005312, 0.035314, 0.070763, 0.059892, -0.026872, -0.014703, -0.005585, 0.052004, -0.025425, 0.019962, 0.045251, 0.010058, -0.062279, -0.031177, -0.078226, 0.047379, -0.03528, 0.004719, -0.016072, -0.037931, 0.007346, 0.009588, -0.065744, 0.055061, -0.041674, -0.097601, 0.050774, -0.034248, -0.08351, -0.094573, -0.034465, 0.029569, 0.070929, -0.047093, 0.048992, -0.09145, 0.133051, 0.021304, 0.057038, -0.024416, 0.060562, -0.091169, 0.035367, -0.028449, 0.06621, 0.031594, 0.053221, 0.109741, -0.01602, -0.031804, 0.042135, 0.065201, 0.011827, -0.003412, 0.074005, 0.06477, -0.053458, 0.064575, -0.002811, 0.011627, 0.057218, -0.025909, -0.04348, -0.093099, -0.047842, 0.056463, 0.040337, -0.058482, -0.016259, -0.015746, 0.058661, 0.048319, 0.00865, 0.062378, -0.040021, 0.100145, -0.008385, 0.088155, 0.075831, -0.032832, -0.016966, 0.047595, 0.116164, -0.092861, 0.025791, 0.029712, 0.026968, 0.035795, 0.050468, 0.016448, -0.040303, 0.026159, -0.115333, 0.140634, -0.057304, 0.070867, 0.087896, 0.073064, 0.032902, 0.025524, 0.042406, -0.015359, -0.052843, -0.019684, -0.047487, 0.007132, -0.073561, 0.086757, 0.079408, 0.037174, 0.009395, -0.089377, -0.131785, 0.123488, 0.035319, 0.008239, 0.036631, -0.041873, 0.068734, 0.009166, -0.029459, 0.13405, 0.050573, 0.04442, -0.080882, -0.092203, -0.051203, 0.040019, -0.070475, -0.052497, 0.003617, 0.050046, -0.046346, 0.020286, -0.181715, -0.00938, -0.033075, -0.059234, -0.054856, 0.049502, -0.073493, 0.151255, -0.059495, 0.006368, 0.08672, -0.043313, 0.092016, 0.091285, 0.050796, 0.061449, -0.110253, -0.092408, 0.064668, 0.048645, 0.059488, -0.072963, 0.016481, -0.011733, 0.014901, 0.040402, 0.047561, 0.018197, 0.017472, -0.007136, -0.028346, 0.035571, -0.108414, 0.034747, -0.037761, -0.000603, 0.118229, -0.060596, 0.052336, 0.005217, -0.126262, 0.028348, -0.000609]
        },
        {
          "name": "pubmed_lookup_citation",
          "description": "Look up PubMed IDs from partial bibliographic citations. Useful when you have a reference (journal, year, volume, page, author) and need the PMID — deterministic citation matching, more reliable than free-text search for structured references. Each citation must include at least one bibliographic field (journal, year, volume, firstPage, or authorName); more fields = better match accuracy.",
          "embedding": [0.010783, 0.07172, 0.062413, 0.032052, 0.058093, 0.046132, -0.06442, -0.054651, 0.008472, -0.01453, -0.057481, 0.047684, -0.020579, -0.012626, 0.047654, 0.149834, 0.04173, 0.003499, 0.045332, 0.008921, 0.034786, 0.030116, 0.057949, -0.02584, 0.005734, -0.036199, -0.035185, -0.026274, -0.100588, -0.006909, -0.124966, 0.052203, 0.08327, 0.023046, -0.082755, 0.033854, -0.057363, 0.020275, 0.049475, -0.050518, -0.095694, -0.087953, -0.055672, 0.040413, -0.059511, -0.037182, -0.161038, 0.103224, -0.020117, 0.033874, -0.053238, 0.030621, -0.015986, 0.031201, 0.015375, -0.018964, 0.052666, -0.032276, 0.001281, 0.034139, 0.054062, 0.067957, -0.008375, 0.01892, 0.111873, 0.030905, 0.028155, -0.015595, -0.058123, 0.17991, 0.107629, -0.001981, -0.006585, -0.066455, 0.046445, -0.089732, -0.043222, -0.034797, 0.009881, 0.005023, 0.016084, 0.008214, -0.045427, -0.08165, 0.068166, 0.040871, -0.035762, -0.102618, 0.016676, 0.005962, 0.014353, -0.066584, -0.015101, -0.020859, 0.062242, -0.027664, 0.041056, 0.041144, -0.014352, 0.019178, 0.022192, 0.046815, 0.082041, -0.004017, -0.09898, -0.020019, -0.03784, -0.102348, -0.01505, -0.017644, -0.031449, 0.017315, -0.065622, 0.058923, -0.018239, 0.175665, 0.069085, 0.103827, 0.002811, 0.000202, -0.153517, -0.017353, 0.011587, -0.021631, 0.040765, 0.117824, 0.053964, -0.058225, -0.029824, 0.080429, 0.021268, 0.008837, -0.022113, 0.010763, 0.081818, -0.087974, 0.000474, 0.063554, -0.014564, 0.042446, 0.015534, -0.063824, -0.109324, 0.024223, 0.101394, 0.004506, -0.034241, -0.04962, 0.007769, 0.10732, 0.086456, 0.100498, 0.041478, -0.045759, -0.031784, 0.050258, 0.11848, 0.106037, -0.065223, -0.039951, 0.016188, 0.135742, -0.030841, 0.012363, 0.011566, -0.038, 0.043081, 0.07586, 0.031653, -0.022062, 0.036722, -0.129499, 0.123408, -0.052016, 0.150442, 0.108557, 0.141917, 0.065604, -0.015517, -0.051576, -0.037006, -0.053007, -0.021872, 0.005472, 0.016024, -0.071007, 0.040298, 0.005818, 0.017746, -0.043783, -0.036202, -0.099706, 0.081808, -0.023128, 0.112244, 0.029055, -0.055307, 0.116311, -0.037617, -0.036578, 0.03355, -0.063958, 0.055363, 0.028949, -0.095347, 0.012871, 0.053469, -0.069971, 0.044251, 0.011345, 0.070533, -0.124055, -0.009473, -0.115911, -0.079443, -0.043405, 0.085305, -0.009373, 0.017451, 0.000973, 0.19153, -0.013518, -0.044561, 0.096253, 0.005923, 0.114378, 0.049558, 0.074925, 0.06623, -0.046885, -0.047195, 0.061355, -0.01575, 0.043681, -0.026091, -0.045467, -0.05426, -0.066274, 0.010158, 0.080542, 0.058345, -0.010848, -0.030595, 0.011321, 0.064913, -0.11375, 0.004557, -0.053644, -0.019341, -0.000522, -0.022035, -0.047348, -0.009557, -0.11532, 0.002939, 0.029036]
        },
        {
          "name": "pubmed_convert_ids",
          "description": "Convert between article identifiers (DOI, PMID, PMCID). Accepts up to 50 IDs of a single type per request. Only resolves articles indexed in PubMed Central — for articles not in PMC, use pubmed_search_articles instead.",
          "embedding": [-0.077128, 0.063586, 0.124445, -0.039306, 0.122977, 0.074677, 0.011791, 0.008803, 0.042701, -0.023954, -0.064359, 0.02177, -0.088674, 0.014166, 0.08224, 0.133155, 0.057643, -0.037326, 0.000949, -0.020575, 0.075851, -0.034618, 0.039752, -0.022545, -0.07218, 0.02433, -0.030365, -0.045241, -0.116256, -0.017734, -0.107828, 0.026442, -0.027693, 0.063522, 0.00861, 0.012687, -0.045905, 0.019476, -0.015089, -0.023017, -0.128266, -0.06635, -0.097292, 0.085346, -0.01455, -0.009835, -0.19569, 0.069971, -0.024606, 0.030114, -0.060874, 0.019198, 0.035921, 0.020972, -0.004438, -0.024348, 0.020592, -0.037196, -0.01333, 0.005104, 0.071709, -0.015196, -0.000764, 0.043337, 0.069427, 0.041704, -0.081723, -0.066462, -0.014552, 0.085281, 0.082554, 0.010533, -0.028972, -0.003558, 0.060762, -0.147935, -0.044022, 0.00311, 0.075674, 0.020678, 0.051113, 0.101392, 0.031531, -0.044385, 0.100417, -0.030674, 0.014101, -0.076828, 0.040666, 0.028209, -0.019995, -0.074662, 0.018853, -0.006442, 0.085461, 0.003228, 0.006349, 0.011369, 0.008459, 0.035399, 0.02038, 0.089037, 0.0668, -0.007356, -0.081887, -0.009518, -0.062189, -0.13205, -0.072309, -0.086573, 0.015843, 0.049375, -0.036093, 0.090319, -0.105912, 0.152406, 0.073482, 0.095548, 0.023499, -0.005214, -0.085667, 0.020806, -0.075419, -0.033005, 0.018136, 0.004828, 0.124245, -0.092505, -0.018852, 0.078489, 0.093046, 0.030729, -0.027492, 0.017583, 0.037334, -0.102592, 0.025059, 0.009312, 0.002052, 0.006571, -0.003714, -0.038681, -0.078796, -0.013593, 0.063433, 0.070869, -0.079273, -0.018014, 0.032609, 0.054357, -0.025854, 0.06359, 0.039353, 0.008122, 0.000817, 0.051148, 0.134408, 0.054078, -0.02543, -0.037411, 0.014855, 0.102221, -0.024157, -0.038146, 0.015231, -0.080069, 0.007557, 0.098036, 0.041418, -0.052877, 0.031293, -0.067424, 0.089161, 0.026396, 0.086969, 0.069821, 0.082903, 0.100721, -0.002877, -0.023129, 0.006231, -0.019216, -0.09473, 0.033248, 0.028644, -0.081989, 0.108535, 0.074275, 0.031683, 0.061833, -0.082391, -0.061125, 0.074268, 0.000751, 0.128319, 0.00632, -0.029208, 0.088977, 0.004512, -0.031839, 0.038769, 0.002256, 0.084732, -0.058517, -0.088744, -0.008893, 0.006087, -0.080431, -0.003628, -0.036854, 0.064489, -0.106947, -0.021998, -0.133792, -0.035143, -0.073794, 0.026516, -0.067896, 0.007717, -0.075635, 0.171758, -0.093634, 0.012135, 0.10077, 0.020699, 0.151055, 0.108686, 0.080197, 0.105915, -0.062284, -0.044722, 0.070418, 0.003428, 0.047576, 0.020567, 0.035892, -0.036024, -0.063871, 0.042516, 0.020264, -0.008899, 0.022189, -0.004865, -0.067232, 0.007285, -0.053266, -0.015686, -0.000554, -0.035827, 0.029678, -0.058669, -0.011803, -0.015276, -0.127117, -0.001585, 0.043604]
        },
        {
          "name": "pubmed_europepmc_search",
          "description": "Search Europe PMC, a broad open-access biomedical corpus. Surfaces preprints (`source: PPR`), patents (`source: PAT`), Agricola (`source: AGR`), plus everything in PubMed (`MED`) and PMC. Use when additional coverage is needed — preprints and EPMC-only OA records are the typical recovery. Paginate via `cursorMark`. Defaults to `MED`, `PMC`, and `PPR`; pass `sources` to include `PAT` / `AGR`.",
          "embedding": [-0.00258, 0.062705, 0.10777, -0.010671, 0.127285, 0.000728, -0.006416, -0.000405, -0.031045, 0.068513, -0.096307, -0.003956, -0.025032, -0.030891, 0.15231, 0.121916, 0.038002, -0.037628, 0.005518, 0.03073, 0.073749, -0.026403, 0.090559, 0.010133, 0.048348, -0.032234, 0.038054, -0.006283, -0.110222, -0.018732, -0.107178, 0.053318, 0.015584, 0.035192, 0.024988, -0.002495, 0.007343, 0.089519, -0.079504, -0.088155, -0.017575, -0.006487, -0.101431, 0.079071, -0.071201, 0.076329, -0.076874, 0.124906, -0.050521, 0.064529, -0.079275, -0.010855, 0.036236, 0.040584, 0.01137, 0.00225, 0.10908, -0.048312, 0.021642, -0.097768, 0.032468, 0.043835, 0.007124, 0.013053, 0.064482, -0.006901, -0.09059, -0.041977, -0.00943, 0.097001, 0.043005, 0.046965, 0.055282, 0.001397, 0.091147, -0.155461, -0.031103, -0.079157, -0.036969, 0.026104, 0.042769, 0.140392, 0.020986, -0.015435, 0.049163, -0.003021, 0.042713, -0.085719, 0.035307, -0.058225, 0.054219, -0.147529, 0.026368, -0.028406, 0.036889, -0.0481, -0.018327, -0.022505, -0.072285, -0.03362, -0.021899, 0.020856, 0.006861, -0.048721, -0.080324, -0.020002, -0.089037, -0.091406, -0.086779, -0.007855, 0.078186, 0.005348, -0.076347, 0.082523, -0.066964, 0.115463, 0.068068, 0.06143, 0.027051, -0.025827, -0.027659, 0.027459, 0.050993, -0.009033, 0.026036, -0.013408, 0.092974, -0.04251, 0.008379, 0.024818, 0.083168, -0.009245, -0.040904, 0.014588, 0.031919, -0.022439, 0.096136, 0.048647, 0.016076, 0.021705, -0.03547, -0.033764, -0.109152, -0.007724, 0.045496, -0.01149, -0.089239, 0.025409, -0.0472, 0.033781, 0.039865, 0.090221, 0.086364, -0.017143, 0.021206, 0.028318, 0.098323, 0.120157, -0.032363, -0.001928, 0.039331, 0.108551, 0.009438, 0.025847, 0.022392, 0.003921, 0.072848, 0.019663, 0.050155, -0.047147, -0.021091, -0.111544, 0.101793, -0.052084, 0.036842, 0.08732, 0.117131, 0.027544, 0.05736, 0.030076, -0.026973, -0.03434, -0.103057, -0.04321, -0.009101, -0.130203, 0.129434, 0.077993, -0.013594, -0.001209, -0.090816, -0.097161, 0.067917, -0.082313, 0.064911, 0.001863, -0.012435, 0.019293, 0.052859, 0.03417, 0.059895, 0.038921, 0.016481, -0.048196, -0.106304, 0.002933, -0.008295, -0.08184, 0.014427, -0.012532, 0.061622, -0.004715, -0.004224, -0.167364, 0.006335, -0.018685, -0.012272, -0.077004, -0.033076, -0.019463, 0.1129, -0.042345, 0.12628, 0.162189, -0.028158, 0.14277, 0.041866, 0.080237, 0.026016, -0.019571, 0.008482, 0.067164, 0.014315, 0.085951, 0.017196, -0.051644, -0.057831, -0.028613, 0.035518, 0.000752, -0.04927, 0.062915, -0.065358, -0.082074, 0.069741, -0.060581, -0.004457, -0.058381, -0.025829, 0.019642, 0.000264, 0.063949, -0.054822, -0.125395, -0.059298, 0.0709]
        }
      ],
      "embedding": [-0.000841, -0.012868, 0.099279, -0.023167, 0.147332, 0.030915, 0.014539, 0.004482, 0.053497, -0.032105, -0.083311, 0.053919, -0.079133, 0.014481, 0.038648, 0.08729, 0.040704, -0.026782, -0.02014, 0.020212, 0.026632, -0.01397, 0.066581, 0.000594, -0.030399, -0.068396, 0.035761, -0.017321, -0.110058, -0.009017, -0.111504, 0.059969, 0.016798, 0.057905, 0.010839, -0.019985, -0.055133, 0.075339, -0.03712, -0.080261, -0.089674, -0.062367, -0.09311, 0.139817, -0.057759, -0.002331, -0.209024, 0.101131, -0.07232, 0.086241, -0.098799, 0.034395, 0.029961, 0.078069, -0.01224, -0.017032, 0.074958, -0.054175, 0.057698, -0.054163, 0.097631, 0.014351, -0.029447, -0.028921, 0.041507, -0.005631, -0.046395, -0.031661, -0.047654, 0.059827, 0.05024, 0.024521, -0.03474, -0.037217, 0.072918, -0.162428, -0.080854, -0.013539, 0.023092, 0.014102, 0.072662, 0.085733, 0.037965, -0.02202, 0.013149, -0.011905, 0.062194, -0.020531, 0.015766, 0.019797, -0.021256, -0.081227, -0.016396, 0.010974, 0.072179, -0.000608, -0.01031, 0.002731, -0.012117, -0.005396, -0.033896, 0.002294, 0.027049, -0.047551, -0.053643, 0.080727, -0.037506, -0.091266, -0.091373, -0.029975, 0.035084, 0.083487, -0.02348, 0.045659, -0.137344, 0.144968, 0.017207, 0.084374, 0.008211, 0.031568, -0.029577, 0.053217, -0.039566, 0.042902, 0.049093, 0.009387, 0.126668, -0.031934, -0.034386, 0.017733, 0.111484, 0.000882, -0.025122, 0.008193, 0.060927, -0.038359, 0.033439, -0.054881, 0.004778, 0.039749, -0.048068, -0.027045, -0.08849, 0.041823, 0.084045, -0.029828, -0.108482, 0.020231, 0.019304, 0.025136, -0.003132, 0.082831, 0.054595, -0.007793, -0.011968, 0.033804, 0.115128, 0.085334, -0.052233, -0.021743, 0.046913, 0.096014, -0.043752, -0.043619, 0.038146, -0.013153, 0.014168, 0.051041, -0.009581, -0.05553, 0.022131, -0.102842, 0.157225, -0.047517, 0.063329, 0.084032, 0.086475, 0.075309, 0.034829, -0.017195, -0.017012, -0.012626, -0.039307, -0.009791, 0.03735, -0.098846, 0.104575, 0.072555, 0.033473, 0.032555, -0.104854, -0.110587, 0.155767, -0.017624, 0.05055, 0.002721, -0.036871, 0.079305, 0.003552, 0.022844, 0.108902, 0.025425, 0.06454, -0.051009, -0.143482, -0.027127, 0.047946, -0.06022, -0.047265, 0.003396, 0.003656, -0.079487, 0.02058, -0.141788, -0.029578, -0.076661, -0.044468, -0.044165, 0.031599, -0.042493, 0.154865, -0.068253, 0.012455, 0.115709, -0.003562, 0.105525, 0.12418, 0.042935, 0.09162, -0.07091, -0.051096, 0.061811, -0.006206, 0.114783, -0.02829, 0.009923, -0.009406, -0.044471, -0.007578, -0.005797, 0.028739, 0.016104, 0.007321, -0.0368, 0.020162, -0.126469, 0.000871, 0.00847, -0.066547, 0.038462, -0.050932, 0.018024, -0.010817, -0.125118, 0.014383, -0.022177]
    },
    {
      "name": "reference-data-mcp-server",
      "displayName": "Reference Data",
      "description": "Look up countries, timezones, periodic table elements, physical constants, units, HTTP status codes, and MIME types via MCP. STDIO or Streamable HTTP.",
      "category": "utility",
      "endpoint": "https://reference-data.caseyjhand.com/mcp",
      "npm": "@cyanheads/reference-data-mcp-server",
      "github": "https://github.com/cyanheads/reference-data-mcp-server",
      "version": "0.1.7",
      "auth": "none",
      "keywords": [
        "reference data",
        "countries",
        "timezones",
        "currencies",
        "languages",
        "units",
        "unit conversion",
        "conversions",
        "country codes",
        "time zones",
        "ISO codes",
        "measurement conversion",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "ai-agent",
        "stdio",
        "streamable-http",
        "reference-data",
        "periodic-table",
        "elements",
        "physical-constants",
        "unit-conversion",
        "http-status",
        "mime-types"
      ],
      "tools": [
        {
          "name": "ref_geo_lookup",
          "description": "Look up a country by name, ISO alpha-2 code (2 letters), or ISO alpha-3 code (3 letters). Returns the full record: capital, region, official languages, currencies, calling codes, TLD, flag emoji, and IANA timezone IDs. Accepts fuzzy name matching — \"Brasil\" and \"Brazil\" both resolve.",
          "embedding": [0.010211, 0.055454, 0.077567, 0.012676, 0.079135, 0.051956, 0.039791, 0.159421, -0.028127, -0.069069, -0.08813, -0.020429, -0.049333, -0.003014, 0.044298, 0.036184, -0.000035, 0.052927, 0.03147, -0.007955, -0.039145, 0.077442, 0.007648, -0.04025, -0.024403, -0.064943, -0.064368, -0.005989, -0.06164, 0.001039, -0.033616, 0.113961, -0.028604, 0.041476, -0.038225, 0.034739, -0.039484, 0.033939, -0.055203, -0.140004, 0.012721, -0.15316, 0.061307, 0.103979, 0.000443, -0.022308, -0.196858, 0.106841, -0.055357, 0.070887, -0.086027, 0.03388, 0.008008, 0.017695, 0.021006, -0.028791, 0.039644, -0.089458, 0.010438, 0.003506, 0.044139, -0.039804, 0.025418, -0.081193, 0.11171, 0.001094, -0.049622, -0.035437, 0.033704, 0.036036, -0.004109, 0.055353, -0.032735, 0.031197, 0.028427, -0.07698, -0.119953, 0.086558, 0.020255, 0.113538, -0.043889, 0.001409, 0.052069, -0.035675, 0.020504, -0.029652, 0.022062, -0.027697, -0.02394, 0.068489, 0.056842, -0.138634, 0.002249, -0.021471, 0.002788, -0.195549, -0.032997, 0.019358, 0.047049, 0.036043, -0.038979, 0.027981, 0.075684, -0.017443, -0.062232, -0.087082, -0.091927, -0.067063, 0.003419, 0.068508, -0.063689, 0.008568, -0.036215, 0.020513, 0.003077, 0.031465, 0.023198, 0.05014, -0.089847, 0.086755, 0.045577, 0.095964, -0.02244, -0.026517, 0.17368, -0.000418, 0.091605, 0.064959, -0.032103, 0.032377, -0.010397, -0.020611, 0.043009, 0.028871, -0.035104, -0.048849, -0.075738, 0.007853, -0.012149, -0.026444, 0.005359, 0.041456, -0.116817, 0.014775, 0.039017, -0.008, -0.081005, -0.00676, 0.036004, 0.062003, -0.010118, 0.015423, 0.028654, 0.020523, 0.042956, -0.018694, 0.13899, 0.017742, -0.107006, -0.0902, -0.02969, 0.089901, -0.028582, 0.00631, 0.064613, -0.03651, 0.018533, 0.106021, 0.000555, -0.108689, -0.037495, -0.062833, 0.120034, 0.008844, -0.057916, 0.078075, 0.150281, 0.051647, -0.041352, -0.07157, -0.026923, -0.004761, 0.016375, 0.043861, -0.049326, -0.046254, 0.10062, -0.080807, -0.028299, 0.094993, -0.059932, -0.084338, 0.069982, -0.102097, 0.013557, -0.05583, 0.005145, 0.116341, 0.011837, 0.060696, 0.004331, -0.012433, 0.179396, 0.012704, -0.09285, 0.032635, 0.072481, -0.032664, 0.002152, -0.027853, -0.019251, -0.083009, 0.001293, -0.104389, -0.019498, 0.033368, -0.051666, -0.014286, 0.034621, 0.006501, 0.17349, -0.010588, -0.031938, 0.100734, 0.017183, 0.073707, 0.091723, 0.084017, 0.025032, -0.172989, -0.021655, 0.002573, 0.041299, -0.033863, -0.006118, -0.015946, 0.054993, -0.042526, 0.065646, 0.041922, 0.014284, 0.073834, -0.013405, -0.008979, -0.05067, -0.049892, 0.024863, -0.020098, -0.034839, 0.052021, -0.052931, 0.025538, 0.01203, -0.050604, 0.045173, -0.012873]
        },
        {
          "name": "ref_geo_search",
          "description": "Search and filter countries by region, subregion, language, currency, or free-text keyword. At least one filter is required. Returns a ranked list of matching country summaries. Use ref_geo_lookup to get the full record for a specific result.",
          "embedding": [0.035056, 0.007522, 0.076673, 0.011951, 0.041106, 0.082137, -0.000029, 0.109117, -0.03748, 0.026477, -0.100398, -0.025089, -0.019793, -0.001494, 0.043503, 0.033855, 0.008413, 0.010553, 0.048307, -0.002467, 0.01494, 0.079215, 0.089951, -0.031827, 0.027024, -0.083855, -0.00077, 0.059925, -0.087082, 0.03838, -0.062542, 0.133325, -0.062539, 0.006004, -0.070599, 0.031113, -0.025311, 0.031735, -0.063395, -0.079757, 0.005884, -0.162647, -0.006679, 0.102543, 0.012835, -0.025736, -0.217947, 0.087187, -0.058857, 0.070556, -0.085433, 0.083812, -0.015342, -0.008329, 0.022299, 0.011772, 0.058694, -0.061059, -0.01035, 0.035395, 0.048792, 0.055431, 0.034716, -0.012096, 0.098063, -0.009752, -0.047679, -0.050454, -0.012383, 0.050908, 0.041875, 0.007221, -0.026857, 0.064482, 0.010292, -0.041231, -0.103237, 0.036124, -0.003122, 0.100761, -0.034544, 0.034199, 0.046706, -0.094834, 0.025376, -0.029373, 0.062003, -0.020705, -0.080699, 0.03961, 0.008552, -0.099525, 0.002971, 0.000782, 0.027876, -0.172641, -0.032072, 0.065188, 0.016016, 0.000153, -0.052551, 0.025543, 0.083721, 0.011825, -0.055177, -0.058217, -0.028642, -0.066236, -0.00865, 0.050469, -0.053343, 0.046056, -0.062312, 0.014617, 0.083884, 0.062197, 0.00886, 0.039946, -0.097817, 0.072045, 0.0879, 0.094093, -0.005936, 0.001678, 0.1427, 0.018584, 0.084605, 0.024454, -0.02739, 0.022406, 0.061511, -0.023513, -0.034487, 0.046068, -0.04469, -0.052992, -0.071325, -0.027443, 0.01896, -0.00166, 0.009941, -0.007348, -0.11191, 0.024124, -0.002678, -0.000229, -0.093639, 0.012176, 0.008835, 0.058569, -0.014738, 0.058292, -0.006551, 0.019791, -0.040692, 0.030482, 0.1077, 0.034312, -0.086461, -0.068859, -0.036204, 0.098977, -0.012552, -0.030119, 0.059638, 0.035779, 0.023538, 0.133338, -0.025594, -0.03007, -0.063036, -0.091817, 0.135241, 0.045698, -0.043931, 0.019366, 0.116639, 0.07741, -0.032653, -0.05934, -0.084032, -0.032333, -0.006044, -0.006334, 0.005164, -0.105458, 0.091533, -0.006023, -0.007848, 0.070607, -0.109283, -0.136879, 0.015409, -0.099056, 0.079755, -0.027503, 0.027125, 0.064154, -0.011969, 0.088596, -0.025931, 0.002433, 0.161713, 0.00966, -0.083654, 0.008519, 0.019151, -0.0245, 0.032222, -0.005141, -0.055525, -0.11143, -0.019599, -0.140577, -0.082466, 0.004416, -0.024037, 0.034978, 0.061483, 0.062502, 0.174463, 0.0013, -0.015782, 0.146244, -0.033264, 0.064223, 0.127566, 0.094451, 0.072979, -0.171577, -0.034138, 0.047485, 0.039513, -0.019228, -0.006369, -0.003075, -0.003208, 0.039228, 0.043754, 0.100768, 0.007896, 0.078942, -0.008828, -0.013683, -0.006835, -0.036551, 0.072594, -0.038218, -0.043565, 0.058298, -0.015254, -0.016517, -0.013576, -0.042434, 0.020632, -0.014033]
        },
        {
          "name": "ref_timezone_lookup",
          "description": "Get timezone info by IANA ID, country code, or partial city/region name. Returns current UTC offset, standard offset, whether DST is currently active, and major cities in the timezone. When querying by country code (ISO alpha-2), returns all timezones observed in that country. Accepts partial matches — \"Tokyo\" resolves to \"Asia/Tokyo\", \"NY\" resolves to \"America/New_York\".",
          "embedding": [0.004862, 0.003075, 0.099539, 0.035444, -0.001727, -0.030939, 0.052904, 0.095454, -0.030573, -0.041724, -0.111209, -0.004844, -0.062181, 0.02412, -0.005866, 0.058005, 0.005334, -0.030927, 0.01816, -0.032409, 0.018482, 0.090634, 0.030268, -0.052729, -0.010684, -0.06228, -0.059916, 0.006317, -0.045836, 0.055685, -0.080712, 0.08381, 0.030856, -0.013886, -0.04101, 0.026879, -0.069889, -0.009354, -0.071662, -0.094363, -0.056076, -0.155126, 0.062888, 0.088086, -0.009955, -0.016449, -0.223696, 0.103098, -0.017235, 0.009047, -0.027416, 0.061005, 0.025572, 0.064729, -0.003962, 0.008145, -0.006129, -0.070637, 0.030017, -0.03555, 0.09035, -0.027287, 0.072502, -0.051369, 0.112397, -0.020737, -0.033306, -0.085937, 0.056316, 0.057896, -0.025064, 0.04536, -0.021155, 0.050262, 0.029393, -0.053655, -0.095126, 0.053793, 0.001086, 0.095422, -0.005964, -0.025163, 0.049775, -0.099236, 0.077125, -0.052033, -0.011738, -0.009788, -0.004454, 0.073905, 0.10167, -0.095485, 0.048355, -0.005063, -0.014909, -0.176096, -0.071376, 0.112422, 0.018289, 0.011141, -0.067502, 0.028961, 0.097544, -0.00116, -0.01102, -0.118733, -0.051568, -0.058593, -0.016058, 0.044553, -0.076108, 0.033005, 0.033301, 0.000249, 0.042741, 0.046775, -0.00679, 0.056328, -0.152415, 0.049394, 0.00547, 0.091115, 0.004144, -0.021826, 0.131577, 0.016084, 0.077123, 0.004548, 0.030207, -0.049331, 0.037036, -0.049063, -0.003006, -0.006213, -0.006242, -0.05625, -0.099486, 0.040692, 0.024379, -0.027373, -0.059569, 0.027845, -0.113348, 0.029483, 0.069605, 0.001725, -0.084303, -0.027672, 0.051422, 0.08118, -0.022219, 0.050369, 0.001968, 0.005787, 0.004235, -0.060617, 0.136801, 0.042413, -0.127552, -0.112566, -0.047978, 0.107364, -0.016114, 0.006333, 0.04835, 0.003472, 0.001219, 0.053572, 0.048711, -0.079907, -0.053761, -0.078188, 0.12308, 0.031214, -0.046279, 0.081445, 0.12945, 0.072568, -0.017742, -0.044926, -0.020384, -0.026814, 0.004557, 0.088575, -0.006946, -0.068582, 0.039083, -0.028654, -0.020634, 0.061691, -0.045734, -0.111321, -0.021778, -0.08305, 0.02279, -0.059982, 0.033049, 0.089916, -0.031055, 0.072507, -0.011209, -0.131332, 0.092913, 0.012704, -0.095735, 0.021377, 0.09586, -0.049677, 0.030325, -0.000607, 0.0074, -0.088605, -0.005675, -0.066854, -0.092099, -0.017148, -0.068442, 0.056391, 0.012244, 0.005598, 0.208924, -0.001768, 0.072655, 0.022252, 0.019803, 0.052088, 0.092345, 0.065352, 0.096403, -0.128336, -0.035949, 0.012118, 0.007626, -0.024274, 0.013668, -0.007975, 0.088329, 0.055052, 0.064473, 0.061905, 0.03735, 0.015607, 0.01882, 0.035025, -0.021949, -0.021608, 0.038612, -0.035034, -0.064445, 0.085715, -0.018625, 0.023908, 0.058348, -0.061576, 0.04688, 0.042138]
        },
        {
          "name": "ref_timezone_convert",
          "description": "Convert a local datetime from one timezone to another. Takes a local time string (no UTC offset, e.g., \"2026-05-24T15:30:00\") interpreted as local time in the source timezone, returns the equivalent local time in the target timezone. Shows both UTC offsets so DST transitions are visible. Accepts full IANA IDs (e.g., \"Asia/Tokyo\") or unambiguous city names (e.g., \"Tokyo\").",
          "embedding": [-0.016093, -0.016144, 0.091798, 0.025765, 0.042131, -0.008851, 0.049172, 0.120225, -0.006211, -0.050851, -0.093933, -0.023347, -0.087024, 0.04817, -0.02778, 0.071096, 0.019497, -0.086711, 0.050837, -0.058822, 0.02568, 0.042468, 0.024101, -0.038958, -0.018416, -0.038726, -0.022444, -0.007706, -0.059923, 0.096052, -0.060944, 0.073855, 0.031513, -0.00494, -0.021924, 0.015082, -0.01312, -0.004337, -0.098495, -0.042917, -0.071084, -0.046559, 0.056827, 0.029477, -0.025304, -0.045905, -0.271815, 0.083981, 0.000647, 0.005571, -0.042882, 0.05999, 0.024061, 0.076953, -0.024192, 0.012667, -0.033945, -0.047875, 0.043261, -0.017258, 0.117168, -0.091249, 0.051755, -0.076237, 0.122239, -0.023661, -0.032019, -0.087341, 0.046638, 0.007187, -0.04283, 0.015046, -0.034294, 0.011612, 0.017582, -0.062669, -0.075912, 0.037088, 0.010871, 0.118151, 0.043736, -0.015641, 0.096438, -0.067266, 0.051995, -0.057744, 0.002765, -0.028216, -0.041131, 0.091834, 0.062853, -0.094493, 0.016183, 0.044316, 0.013759, -0.126968, -0.044843, 0.124839, 0.04281, -0.009853, -0.058713, 0.047985, 0.092164, 0.004922, 0.013864, -0.094382, -0.066564, -0.0514, -0.01996, -0.021656, -0.064164, 0.09912, 0.045026, 0.033938, 0.012514, -0.000118, 0.052687, 0.022376, -0.106619, 0.024352, -0.00214, 0.099312, -0.008496, -0.046918, 0.119619, 0.00468, 0.085332, 0.002186, 0.011093, -0.025238, 0.070327, 0.008516, 0.015495, -0.012957, -0.007436, -0.105932, -0.05291, -0.00844, 0.013885, -0.023914, -0.02246, 0.033802, -0.10571, 0.052666, 0.027368, 0.009001, -0.116885, 0.003745, 0.094842, 0.098972, -0.070656, 0.05438, -0.007316, 0.019065, -0.001828, 0.000018, 0.177092, 0.030569, -0.122383, -0.073621, -0.036769, 0.091713, -0.032018, -0.048367, 0.068392, 0.009124, -0.041041, 0.074364, 0.077301, -0.113867, -0.031522, -0.079999, 0.127773, 0.055027, -0.027479, 0.105747, 0.082574, 0.052064, -0.034944, -0.072116, -0.03106, 0.004021, 0.037165, 0.093379, 0.008773, -0.065277, 0.027962, -0.017129, 0.013221, 0.106457, -0.13509, -0.072559, 0.027128, -0.081991, 0.022165, -0.060045, -0.001003, 0.117417, -0.0447, 0.09848, -0.012272, -0.075748, 0.067557, 0.006663, -0.093967, 0.018134, 0.12141, -0.053484, 0.072783, -0.043686, -0.005483, -0.07189, -0.017525, -0.07571, -0.100959, -0.019505, -0.040626, -0.004996, 0.012518, -0.0404, 0.168952, -0.022, 0.088084, 0.023057, 0.029014, 0.047437, 0.068766, 0.041886, 0.153283, -0.110487, -0.019806, -0.002973, -0.013689, -0.032347, -0.001871, -0.018083, 0.063654, 0.039296, 0.039815, 0.001306, 0.022918, 0.014052, 0.004414, 0.001403, -0.066344, -0.028413, 0.023812, -0.023172, -0.036857, 0.04421, -0.032879, -0.001919, 0.098421, -0.052793, 0.022531, 0.053245]
        },
        {
          "name": "ref_element_lookup",
          "description": "Look up a periodic table element by name, chemical symbol, or atomic number. Returns the full data record: atomic number, symbol, name, atomic mass (in unified atomic mass units), electron configuration, group, period, block, category (e.g., \"noble gas\", \"transition metal\"), Pauling electronegativity, density (g/cm³), melting and boiling points in kelvin, and discovery year. Properties unavailable for synthetic or insufficiently studied elements are returned as null.",
          "embedding": [-0.019425, 0.127564, 0.045387, -0.016715, 0.03643, 0.029925, 0.05964, 0.088021, -0.022844, -0.010782, -0.05709, -0.046483, 0.02038, -0.033216, 0.053953, 0.038169, 0.020802, 0.036439, -0.011998, 0.028861, 0.033357, 0.037046, -0.018332, -0.013703, -0.001984, -0.033149, -0.035523, -0.038786, -0.029981, 0.106737, -0.120712, 0.143805, -0.044666, 0.04899, -0.028054, 0.02615, -0.001607, 0.063109, -0.000215, -0.104443, -0.005569, -0.077071, 0.028751, 0.08569, -0.03001, -0.001437, -0.162555, 0.039359, -0.076875, 0.084757, -0.031423, 0.050847, -0.02847, 0.015593, 0.036918, -0.071888, 0.025241, 0.018942, -0.019484, 0.035659, 0.074215, 0.032475, 0.003065, -0.074971, 0.12202, -0.001106, 0.028551, -0.092568, 0.027849, 0.155104, 0.068958, 0.038438, -0.04777, -0.053698, 0.032091, 0.006067, -0.069764, 0.088482, -0.007016, 0.070706, -0.012393, 0.119366, 0.001521, -0.059242, -0.012529, -0.028984, 0.023335, -0.012037, -0.094763, 0.109529, -0.002571, -0.058845, 0.028031, 0.003638, 0.02484, -0.139435, -0.024519, 0.013875, 0.018814, 0.059747, -0.082173, 0.049099, 0.081522, -0.025771, -0.061841, -0.061073, -0.085828, -0.082984, 0.009194, 0.065603, -0.044335, 0.006297, -0.006113, 0.009997, 0.02337, 0.046637, 0.034982, 0.078862, -0.079706, 0.072118, 0.052029, 0.050336, 0.039578, 0.013128, 0.160213, 0.101, 0.098038, -0.030634, 0.001335, 0.016477, 0.085152, 0.021532, 0.088994, -0.029974, -0.048904, -0.026261, -0.070949, 0.011993, -0.000257, 0.044878, -0.01533, 0.011714, -0.085149, 0.03825, -0.008221, 0.010976, -0.073946, -0.005486, -0.01991, 0.084777, 0.039866, -0.021715, 0.034497, 0.039821, 0.037857, 0.012957, 0.151424, 0.051701, -0.141899, -0.095206, -0.115252, 0.060977, -0.053563, 0.030958, 0.079488, 0.010042, -0.034966, 0.102641, -0.008735, -0.113525, -0.021485, -0.132991, 0.085447, 0.027036, -0.030621, 0.022807, 0.024884, -0.01864, -0.047271, -0.075805, -0.037225, -0.060881, 0.020649, 0.044492, -0.02967, -0.068811, 0.032798, -0.036223, -0.01043, 0.017745, -0.064103, -0.087428, 0.077893, -0.160022, 0.079302, -0.038215, -0.006824, 0.099168, 0.020895, 0.035732, -0.00351, -0.059352, 0.173473, -0.03185, -0.076459, -0.021817, 0.065734, -0.007292, 0.056037, -0.002193, 0.009303, -0.129449, 0.07488, -0.110357, -0.066934, 0.033639, -0.099202, -0.034719, -0.010137, -0.014331, 0.180718, -0.036688, 0.022651, 0.057863, -0.046942, 0.107528, 0.083921, 0.094615, 0.01619, -0.144677, -0.020613, 0.060388, 0.033175, -0.001486, 0.043523, -0.062429, -0.009377, 0.075662, 0.016618, 0.036252, 0.050309, 0.044133, -0.007678, 0.038121, -0.046318, -0.012613, 0.113515, -0.019197, -0.024752, 0.041853, -0.032873, 0.040352, -0.028572, -0.106507, -0.010257, -0.050663]
        },
        {
          "name": "ref_element_search",
          "description": "Filter periodic table elements by category, group, period, atomic number range, or atomic mass range. At least one filter is required. Returns matching elements as a summary list. Use ref_element_lookup for the full record on a specific element. Valid categories: alkali metal, alkaline earth metal, transition metal, post-transition metal, metalloid, reactive nonmetal, noble gas, lanthanide, actinide.",
          "embedding": [0.022627, 0.079848, 0.046738, 0.004289, 0.032176, 0.021103, 0.055852, 0.054957, -0.019876, 0.030684, -0.055901, -0.035616, -0.020387, -0.006175, 0.045344, 0.041038, -0.007595, 0.046383, 0.010988, 0.0256, 0.026573, 0.04402, 0.032673, -0.046087, 0.010161, -0.036841, -0.021079, 0.02497, -0.020423, 0.11562, -0.107328, 0.19569, -0.045372, 0.048843, -0.045585, 0.042989, 0.013156, -0.002301, -0.000918, -0.085158, -0.000099, -0.098965, 0.01238, 0.08472, -0.006786, 0.001685, -0.175261, 0.002115, -0.066294, 0.087753, -0.049319, 0.06581, -0.019929, 0.019713, 0.058868, -0.015129, 0.041477, 0.024656, -0.058975, 0.094624, 0.035056, 0.072157, -0.002272, -0.102943, 0.135696, 0.024742, -0.006098, -0.090289, -0.005719, 0.123318, 0.059663, 0.01313, -0.009037, -0.009433, 0.035343, -0.039147, -0.118373, 0.016429, -0.019721, 0.094155, 0.027928, 0.149002, 0.080473, -0.031737, 0.030067, -0.047773, 0.044826, -0.013879, -0.082938, 0.052453, 0.028154, -0.030252, 0.082262, 0.024118, 0.064713, -0.134684, -0.057464, 0.028301, 0.023282, 0.018752, -0.084165, 0.020992, 0.089954, -0.016749, -0.08129, -0.033607, -0.071329, -0.05622, -0.035098, 0.004709, -0.026428, 0.029117, -0.036999, 0.039374, 0.0557, 0.035597, 0.005554, 0.041829, -0.061387, 0.096705, 0.08893, 0.099067, 0.027981, -0.019135, 0.134002, 0.067274, 0.098659, 0.003965, -0.029574, -0.000045, 0.101629, 0.01704, 0.008446, -0.039343, -0.065001, -0.063094, -0.085869, -0.000898, 0.018297, 0.041993, 0.014233, -0.018224, -0.074228, 0.033522, -0.023028, 0.005603, -0.057524, 0.031827, -0.034113, 0.084776, 0.000565, 0.041875, 0.000885, 0.05636, -0.031286, 0.021628, 0.122837, 0.058007, -0.121458, -0.101853, -0.051906, 0.095604, -0.01512, 0.030351, 0.083066, 0.018153, -0.042592, 0.098913, 0.019365, -0.064224, -0.014317, -0.099661, 0.049097, 0.025717, -0.01149, -0.002704, 0.034114, 0.055407, -0.037399, -0.123047, -0.038973, -0.065757, 0.012308, 0.032485, -0.008128, -0.101003, 0.05715, 0.004454, -0.003375, 0.04992, -0.100518, -0.101882, 0.101775, -0.07193, 0.107752, -0.012634, -0.015058, 0.110714, 0.045794, 0.036052, -0.013181, -0.037646, 0.193284, -0.03158, -0.100915, 0.02121, 0.066332, -0.025668, 0.038457, 0.033079, -0.023935, -0.1281, 0.041389, -0.138763, -0.058357, 0.038088, -0.032593, -0.050023, 0.005688, -0.041322, 0.156733, -0.020714, 0.028394, 0.093848, -0.064479, 0.048435, 0.089459, 0.104627, 0.090557, -0.13587, 0.005579, 0.087688, 0.077009, 0.007392, -0.005619, -0.028802, -0.021607, 0.049094, 0.021692, 0.062755, 0.045103, 0.083454, -0.030446, 0.037195, -0.048418, -0.056131, 0.100837, 0.001188, -0.004456, 0.054037, -0.029254, 0.009809, -0.008019, -0.100897, 0.003604, -0.051869]
        },
        {
          "name": "ref_constant_lookup",
          "description": "Look up a fundamental physical constant by name, symbol, or common alias. Returns the CODATA 2022 value, SI unit expression, relative standard uncertainty, and a short description. Recognizes common names and symbols — \"speed of light\", \"c\", \"Avogadro's number\", \"N_A\", \"Planck\", \"h\", \"Boltzmann\", \"k_B\" all resolve correctly. Fuzzy matching returns the closest match plus alternatives.",
          "embedding": [0.003524, 0.044622, 0.085717, -0.004361, 0.063485, 0.031693, 0.03004, 0.080402, -0.038864, -0.072758, -0.125404, -0.038344, -0.015797, 0.016945, 0.039322, 0.007228, 0.022927, 0.032139, 0.025311, 0.003656, -0.010531, 0.101322, -0.008833, -0.017624, -0.091319, 0.004712, -0.057345, 0.039344, -0.09431, 0.117627, -0.088487, 0.109859, 0.023024, 0.02804, 0.006462, 0.039558, 0.033914, 0.084536, -0.084185, -0.093909, -0.003856, -0.096651, 0.054798, 0.030008, -0.006656, 0.008649, -0.16491, 0.080022, -0.048779, 0.017102, -0.040437, -0.001144, -0.001294, 0.096202, 0.022438, -0.02934, 0.050115, -0.012538, 0.058714, 0.013484, 0.067832, -0.089893, -0.021959, -0.074752, 0.158621, 0.006945, -0.037578, -0.038281, 0.015434, 0.09733, 0.077251, 0.005186, -0.043754, -0.070577, -0.020204, -0.018691, -0.088212, 0.095378, 0.038639, 0.069034, -0.050761, 0.066388, 0.04392, -0.010536, 0.075298, -0.01599, 0.053186, -0.023553, -0.058485, 0.097438, 0.059659, -0.098577, -0.022474, -0.003891, 0.052121, -0.109427, -0.093869, -0.026151, -0.008088, 0.010559, -0.11838, 0.064124, 0.11533, -0.049557, -0.081556, -0.068086, -0.114151, -0.095699, -0.066192, 0.077225, -0.106886, 0.028323, 0.007975, 0.014493, -0.030506, 0.053126, 0.05677, 0.065381, -0.128876, 0.095222, 0.043249, 0.072678, 0.044668, -0.077691, 0.146698, 0.035132, 0.078584, 0.032879, -0.008225, 0.02738, 0.039182, -0.049113, 0.000935, -0.028391, -0.050075, -0.030205, -0.121311, 0.02909, -0.072802, 0.057724, 0.051663, -0.003463, -0.121117, 0.030495, 0.011817, 0.032169, -0.080047, -0.019322, 0.027231, 0.06249, -0.022174, 0.061469, 0.00006, 0.026032, 0.010068, 0.005395, 0.173184, 0.033313, -0.089738, -0.072427, -0.066819, -0.01265, -0.074439, -0.033096, 0.08228, -0.006271, 0.025701, 0.135412, 0.008386, -0.04513, 0.044859, -0.035466, 0.13105, -0.048037, -0.039851, 0.029097, 0.078075, 0.012621, -0.02121, 0.040506, -0.010554, 0.020456, -0.003498, 0.011659, -0.039957, -0.067442, 0.100062, -0.086388, 0.019331, 0.050348, -0.095625, -0.03348, 0.082357, -0.105622, 0.072255, -0.102704, 0.018187, 0.120331, 0.048709, 0.001797, 0.024411, -0.013517, 0.118353, 0.008992, -0.076274, 0.067211, 0.077029, -0.031272, 0.036582, 0.001817, 0.032408, -0.095975, -0.008892, -0.112487, -0.024799, -0.025627, -0.054831, -0.018491, -0.000152, -0.052227, 0.143171, -0.05612, -0.030029, 0.040284, -0.003891, 0.120188, 0.085291, 0.084664, -0.004574, -0.138403, -0.000965, 0.014759, 0.045374, 0.040118, -0.037031, -0.027651, 0.039354, 0.001827, 0.069831, -0.004205, 0.023611, 0.043886, 0.028587, -0.015265, -0.059229, -0.065582, 0.081952, 0.02964, -0.012686, 0.019578, -0.038083, 0.054062, 0.017572, -0.054656, 0.005532, -0.023904]
        },
        {
          "name": "ref_unit_convert",
          "description": "Convert a numeric value between compatible units of measure. Supports: length (mm, cm, m, km, in, ft, yd, mi), mass (mcg, mg, g, kg, oz, lb, mt, t), volume (ml, cl, dl, l, kl, tsp, Tbs, fl-oz, cup, pnt, qt, gal, m3), temperature (C, F, K, R — non-linear conversions handled), speed (m/s, km/h, knot, ft/s), pressure (Pa, kPa, MPa, hPa, bar, torr, psi), energy (J, kJ, Wh, kWh, MWh), power (W, mW, kW, MW, GW), frequency (Hz, kHz, MHz, GHz), digital storage (b, Kb, Mb, Gb, Tb, B, KB, MB, GB, TB), and angle (deg, rad, grad). Incompatible units (e.g., km to kg) return an error identifying the quantity mismatch.",
          "embedding": [-0.023309, 0.054446, 0.112262, 0.005451, 0.089843, 0.050529, 0.063671, 0.086282, -0.002859, -0.024606, -0.088558, -0.05289, 0.005054, -0.010289, -0.015942, 0.051292, 0.023676, 0.044469, 0.026881, -0.03006, -0.017598, 0.014392, 0.02439, -0.016377, -0.032111, 0.009196, -0.042221, 0.013579, -0.070606, 0.11388, -0.079534, 0.063822, -0.00852, 0.009996, -0.003329, -0.001955, 0.023852, 0.056052, -0.054639, -0.071541, -0.021644, -0.023102, 0.034346, 0.059602, -0.063114, -0.047022, -0.145504, -0.028658, -0.03795, -0.000768, -0.054777, 0.047869, -0.007966, 0.012096, 0.050526, 0.023515, 0.017256, -0.00249, 0.029956, -0.037802, 0.103976, -0.083877, -0.037889, -0.09706, 0.105662, -0.008485, 0.026645, -0.046108, -0.012137, 0.0293, -0.019653, -0.019982, -0.066393, -0.045086, 0.015449, -0.081589, -0.041528, 0.01683, 0.07179, 0.106095, -0.013103, 0.051864, 0.027154, -0.018594, 0.006604, -0.059668, 0.104604, -0.00328, -0.002255, 0.130648, -0.009887, -0.135252, 0.012391, 0.040883, 0.027706, -0.100119, -0.083698, 0.012903, -0.004688, 0.015006, 0.01221, 0.100102, 0.164831, 0.012475, -0.027377, -0.039149, -0.08194, -0.090338, -0.024045, 0.020847, -0.056335, 0.03557, 0.02566, 0.009355, 0.044652, 0.030767, 0.068866, 0.08585, -0.070378, 0.077125, 0.055148, 0.086286, 0.007626, -0.040983, 0.134229, -0.026526, 0.166086, -0.066577, -0.000429, 0.03237, 0.095791, 0.032664, 0.035207, -0.027323, -0.032251, -0.094288, -0.018189, 0.005286, -0.015665, 0.018736, -0.004358, 0.043161, -0.089644, 0.022264, -0.041624, -0.010227, -0.090681, 0.009885, 0.040885, 0.054363, -0.014024, 0.075709, -0.002194, 0.062144, -0.00734, -0.019933, 0.118731, 0.034445, -0.107153, -0.088779, -0.071518, 0.028413, -0.073938, -0.054991, 0.138178, 0.02594, -0.052845, 0.117293, 0.019316, -0.102818, -0.003572, -0.146576, 0.039346, 0.012888, -0.065534, 0.028508, 0.090459, 0.068243, -0.037638, -0.081746, -0.03684, 0.049751, 0.023688, 0.005068, 0.020806, -0.057777, 0.057826, -0.06437, -0.000833, 0.102091, -0.109341, -0.041711, 0.061717, -0.061102, 0.112315, -0.072011, -0.034139, 0.135218, -0.02015, 0.050075, 0.049322, -0.00772, 0.170422, -0.031935, -0.06135, 0.054077, 0.085932, -0.093034, -0.019936, -0.043402, -0.007584, -0.103247, 0.042471, -0.169861, -0.022513, -0.028969, -0.063092, -0.129922, 0.081186, -0.084083, 0.133882, -0.002391, -0.020326, 0.058858, 0.018034, 0.054707, 0.121833, 0.099189, 0.031534, -0.1662, -0.039587, -0.014543, 0.035424, 0.017051, -0.017427, 0.042907, -0.023471, 0.034251, 0.083107, -0.042096, 0.005917, 0.074449, -0.018096, -0.026657, -0.025193, -0.015643, 0.057628, -0.004009, 0.036076, 0.010683, -0.040265, 0.059104, 0.0583, -0.077296, -0.048394, -0.030491]
        },
        {
          "name": "ref_http_status",
          "description": "Look up an HTTP status code by number or keyword. Returns the reason phrase, description, category (1xx Informational, 2xx Success, 3xx Redirection, 4xx Client Error, 5xx Server Error), whether the code is cacheable by default, and the defining RFC with section reference. For keyword queries, returns the closest match plus alternatives.",
          "embedding": [0.066155, 0.057855, 0.093049, -0.023662, 0.074992, 0.015957, 0.086064, 0.08283, -0.015429, -0.006969, -0.074412, 0.015407, -0.020293, -0.03921, -0.025593, 0.023728, 0.063958, 0.003916, 0.000376, -0.05558, 0.006765, 0.099254, -0.007845, -0.075757, -0.013206, -0.01108, -0.072102, -0.032069, -0.093245, -0.002241, -0.048442, 0.071218, 0.00048, -0.007477, -0.01095, 0.093508, 0.001091, 0.001273, -0.082031, -0.122696, -0.033943, -0.107915, -0.013596, 0.049496, -0.042711, 0.031253, -0.263193, -0.003448, -0.056158, 0.057371, -0.076687, 0.062015, -0.018931, 0.03129, 0.004245, 0.005237, 0.068478, -0.049571, -0.028053, -0.007374, 0.06724, 0.023778, 0.02178, -0.044413, 0.095888, 0.017961, -0.054763, -0.017209, 0.035428, 0.103875, 0.008838, 0.002944, 0.01858, 0.066637, -0.004087, -0.014527, -0.089738, 0.059596, 0.007118, 0.072455, -0.059118, 0.071657, -0.000649, 0.049445, 0.061925, 0.03666, 0.076016, 0.032659, -0.062398, 0.072614, 0.10457, -0.098155, 0.009093, -0.026724, 0.021796, -0.105854, -0.007289, 0.051099, -0.018073, -0.016194, -0.010323, 0.028659, 0.079274, -0.025166, -0.079159, -0.040892, 0.031543, -0.06673, -0.090731, 0.030648, -0.049846, -0.019847, -0.018303, -0.038606, 0.017541, 0.052531, 0.01475, 0.042775, -0.101687, 0.019301, 0.035627, 0.070105, 0.033314, -0.006435, 0.124137, 0.022845, 0.070519, 0.050456, -0.000854, 0.039639, 0.091182, -0.002616, -0.029271, 0.026055, -0.009599, -0.026599, -0.06202, -0.062411, -0.018507, 0.01471, 0.027602, -0.079694, -0.155201, 0.042842, 0.038567, 0.054273, -0.054132, -0.073673, 0.036672, 0.077585, 0.01923, 0.010594, 0.02612, 0.017368, 0.010599, 0.018993, 0.140104, 0.023567, -0.137512, -0.04467, -0.110942, 0.057387, -0.065209, -0.038758, 0.069872, 0.037623, -0.027211, 0.134217, 0.027676, -0.060281, -0.033064, -0.089366, 0.105912, 0.018235, 0.052581, 0.027531, 0.126979, 0.014019, 0.011166, -0.080029, -0.052017, -0.014503, 0.031366, 0.007503, -0.029701, -0.089416, 0.112526, -0.031853, -0.037574, 0.047461, -0.101556, -0.056877, 0.034313, -0.058591, 0.094857, -0.00579, 0.000448, 0.117398, 0.050628, -0.010712, 0.034338, -0.011828, 0.189711, -0.066896, -0.056272, 0.052167, 0.05881, -0.020227, 0.00794, -0.054694, 0.041697, -0.127953, -0.004624, -0.144086, -0.014011, 0.01575, -0.050512, 0.006875, 0.056043, -0.07065, 0.20698, 0.014548, -0.065022, 0.086296, -0.015208, 0.054141, 0.106114, 0.091645, 0.062999, -0.161377, -0.041689, -0.003911, 0.001071, 0.02577, -0.02981, 0.040086, -0.033395, 0.106641, 0.056723, 0.003885, 0.060879, 0.08947, 0.022775, 0.013542, -0.022866, -0.080701, 0.060454, -0.045458, 0.011743, 0.032627, -0.014534, 0.023465, -0.036845, -0.098196, -0.012611, 0.013027]
        },
        {
          "name": "ref_mime_type",
          "description": "Look up a MIME type by type string or file extension. Accepts \"image/webp\", \".webp\", or \"webp\". Returns the canonical MIME type, known file extensions, whether the type is compressible (relevant for Content-Encoding decisions), and the data source (iana, apache, nginx). For extension lookups, returns the canonical MIME type — e.g., \".jpg\" resolves to \"image/jpeg\". When multiple types map to an extension, the canonical type is returned first with alternatives listed.",
          "embedding": [0.01883, 0.022362, 0.089391, -0.01771, 0.016033, 0.020133, 0.023041, 0.150913, -0.001329, -0.03699, -0.075113, 0.015452, -0.055479, -0.00361, 0.008453, -0.023232, -0.018579, 0.001922, -0.01988, 0.033902, -0.043926, -0.008126, 0.028229, -0.047975, -0.071052, -0.008607, -0.067213, 0.028415, -0.087251, 0.040516, -0.072792, 0.030699, -0.058781, 0.003776, -0.029157, 0.013178, -0.027697, -0.003693, -0.029785, -0.055435, -0.019519, -0.108225, -0.003272, 0.005211, 0.018346, -0.035615, -0.209557, -0.003797, -0.082294, 0.079798, -0.041763, 0.085317, -0.006719, 0.055207, 0.012328, 0.033058, 0.049721, -0.008053, 0.04249, 0.013138, 0.002975, -0.049476, -0.002423, -0.036828, 0.120708, 0.027287, -0.090415, 0.00072, 0.038274, 0.08161, -0.001666, 0.117222, 0.018144, -0.007298, 0.08936, 0.009645, -0.005935, 0.041399, 0.001844, 0.062009, -0.018951, 0.094885, -0.026402, 0.041164, 0.008122, -0.039109, 0.028789, -0.018388, -0.107328, 0.129402, 0.132677, -0.09083, -0.012382, -0.040609, 0.103083, -0.093555, -0.057274, 0.012154, 0.07392, -0.005064, -0.050568, 0.079296, 0.032272, -0.03236, -0.106755, -0.01554, -0.057996, -0.048102, -0.117629, 0.034557, 0.026501, 0.001432, -0.0265, -0.047257, 0.031695, -0.020447, 0.004097, 0.085684, -0.100903, 0.098043, 0.063736, 0.037112, 0.020094, -0.037685, 0.160967, -0.009986, 0.083753, 0.046965, -0.055009, -0.075594, 0.124132, 0.049946, -0.060449, 0.030537, 0.020536, -0.050017, -0.087577, -0.075405, 0.005429, -0.042286, 0.006357, 0.02221, -0.114635, 0.007593, 0.03166, 0.046132, -0.029221, -0.061198, -0.020271, 0.0947, -0.026902, 0.081658, 0.045005, -0.007117, -0.047474, 0.010331, 0.187718, 0.051817, -0.092495, -0.125857, -0.031246, -0.046479, -0.031886, -0.010568, -0.010931, 0.00584, -0.048178, 0.086146, 0.04167, -0.052838, -0.068555, -0.086764, 0.10688, 0.049464, 0.060208, 0.055985, 0.108207, 0.041599, -0.003331, -0.114217, -0.019124, 0.010497, 0.02554, 0.005059, -0.030337, -0.062787, 0.086764, -0.03879, -0.003109, 0.003677, -0.128035, -0.071318, 0.064365, -0.053387, 0.107732, 0.038821, -0.039393, 0.073162, -0.001523, 0.010116, -0.009624, -0.163248, 0.086297, -0.069533, -0.066814, 0.014862, 0.065452, -0.033099, 0.029849, -0.026246, 0.053816, -0.092484, 0.023343, -0.144319, -0.027224, 0.018934, -0.027561, -0.136954, -0.009321, -0.088519, 0.160629, -0.002115, 0.004452, 0.039294, 0.009246, 0.092975, 0.093916, 0.071619, 0.090395, -0.160603, 0.054316, 0.053781, 0.031659, 0.023029, 0.001101, 0.050199, 0.001606, 0.041241, 0.041823, -0.011802, 0.055207, 0.026197, 0.013227, -0.047415, -0.051257, -0.060649, 0.026258, 0.002443, -0.009968, 0.021741, 0.00926, 0.053139, 0.046353, -0.141616, -0.012203, -0.023855]
        }
      ],
      "embedding": [0.033697, 0.078163, 0.052434, -0.022074, 0.080623, 0.006244, 0.04782, 0.114662, -0.049902, -0.024161, -0.099925, -0.041519, -0.02052, -0.06492, 0.020057, 0.035439, -0.023162, -0.003797, -0.064109, -0.010451, 0.05503, 0.06567, 0.031278, 0.013177, -0.069899, -0.039725, -0.014315, -0.006086, -0.036738, 0.062144, -0.056021, 0.113183, -0.042816, 0.045987, 0.00296, 0.020071, -0.007413, 0.056211, -0.106424, -0.093855, -0.00112, -0.083569, 0.02352, 0.109364, -0.021258, -0.008363, -0.153348, 0.042008, -0.048844, 0.054455, -0.084949, 0.093143, 0.014409, 0.026711, 0.048546, 0.011501, 0.064552, -0.000882, -0.002217, -0.022722, 0.104207, -0.032959, -0.002276, -0.086759, 0.107729, -0.026877, -0.019836, -0.104145, 0.082379, 0.064129, 0.013045, 0.066373, 0.018807, -0.007687, 0.044185, -0.071865, -0.088683, 0.096589, -0.006487, 0.069208, -0.009695, 0.068636, 0.052891, -0.010326, -0.015682, -0.036335, 0.088004, 0.005338, -0.095455, 0.056881, 0.067613, -0.07419, 0.005823, 0.016349, 0.06772, -0.114333, -0.080668, 0.02353, 0.032905, -0.015011, -0.063395, 0.0806, 0.06102, -0.001509, -0.048778, -0.064862, -0.039041, -0.078201, -0.052117, 0.034752, -0.071682, 0.035617, -0.039247, -0.001767, 0.039857, 0.046678, 0.001118, 0.041375, -0.10997, 0.09359, 0.065588, 0.057208, -0.026845, -0.016015, 0.13092, 0.012028, 0.101877, 0.009856, 0.039799, -0.042183, 0.078982, -0.038737, 0.024022, -0.049019, -0.00352, -0.040453, -0.104977, -0.024116, 0.006239, 0.023689, -0.033267, 0.064367, -0.139183, -0.000067, 0.028566, -0.012561, -0.108251, -0.013591, -0.005033, 0.084078, -0.041251, 0.037621, 0.071934, 0.094628, 0.002552, 0.024421, 0.171843, 0.108322, -0.136993, -0.108918, -0.045575, 0.03502, -0.045721, -0.051494, 0.082943, 0.012721, -0.04009, 0.124512, 0.015948, -0.065074, -0.003422, -0.070946, 0.164923, 0.022618, 0.02552, 0.063399, 0.071145, 0.03222, -0.035842, -0.088848, -0.058607, -0.054745, 0.042952, 0.047734, -0.00064, -0.047958, 0.099281, -0.049492, -0.047631, 0.075889, -0.104164, -0.053298, 0.059211, -0.100639, 0.069436, -0.024829, -0.004377, 0.080982, 0.044045, 0.03338, -0.025677, 0.01858, 0.148576, 0.00998, -0.035726, -0.005555, 0.053931, 0.003957, 0.00402, -0.024182, 0.003698, -0.061388, -0.024041, -0.07812, -0.060283, -0.020062, -0.108986, -0.040566, -0.0177, -0.067418, 0.170371, -0.027704, 0.00864, 0.079708, 0.00759, 0.061453, 0.116304, 0.116876, 0.077916, -0.168463, -0.004497, 0.043339, 0.029376, -0.001938, -0.04213, 0.020228, -0.012841, 0.068485, 0.038169, -0.013148, 0.054068, 0.064673, -0.013697, -0.051459, -0.049772, -0.075303, 0.044945, -0.014047, -0.016953, 0.056168, -0.057624, 0.083856, 0.029643, -0.097772, 0.01637, 0.007458]
    },
    {
      "name": "reliefweb-mcp-server",
      "displayName": "ReliefWeb",
      "description": "Search ReliefWeb humanitarian reports, disasters, jobs, training, and country profiles via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://reliefweb.caseyjhand.com/mcp",
      "npm": "@cyanheads/reliefweb-mcp-server",
      "github": "https://github.com/cyanheads/reliefweb-mcp-server",
      "version": "0.1.6",
      "auth": "none",
      "keywords": [
        "humanitarian",
        "humanitarian aid",
        "disasters",
        "crises",
        "emergencies",
        "refugees",
        "relief operations",
        "natural disasters",
        "conflict",
        "humanitarian response",
        "disaster relief",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "reliefweb",
        "humanitarian-aid",
        "ocha",
        "crisis-data",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent"
      ],
      "tools": [
        {
          "name": "reliefweb_search_reports",
          "description": "Search humanitarian reports on ReliefWeb with filtering by country, disaster, format, theme, language, source, and date. Returns paginated summaries — use reliefweb_get_report to fetch full body text. Report body is excluded from results (10–100KB each); call get_report when document content is needed. Use preset include_archived=true to include expired or archived reports in historical research. Note: each call counts against the 1,000 calls/day quota.",
          "embedding": [0.005382, -0.021314, 0.096494, 0.000282, 0.048923, 0.072551, 0.058938, -0.015011, 0.009271, -0.021458, -0.134897, -0.044861, -0.07899, 0.010159, 0.047152, -0.066136, 0.024326, -0.035398, -0.06473, -0.016375, 0.016861, 0.046239, 0.057548, -0.00222, 0.011995, -0.072242, 0.007743, -0.000385, -0.059748, 0.051425, -0.004979, 0.028223, 0.000284, -0.017805, -0.04333, 0.095026, -0.10528, 0.005528, -0.013068, -0.043206, -0.00034, -0.121933, -0.147101, 0.067782, 0.046886, -0.019699, -0.191159, 0.056911, -0.083304, 0.06111, -0.075469, 0.057655, 0.018435, -0.035246, -0.033216, 0.073548, 0.072477, -0.083514, 0.000498, -0.026769, -0.020554, -0.063328, 0.056351, -0.029034, 0.009213, 0.049812, -0.054525, -0.026944, 0.020935, 0.039606, 0.109462, 0.068469, 0.020171, 0.082115, -0.064636, -0.081694, -0.104749, 0.001315, -0.041079, -0.011481, 0.025531, 0.057217, 0.096829, -0.015798, -0.008733, 0.040496, 0.085019, 0.026737, -0.11673, -0.005131, 0.055018, -0.063592, 0.020985, -0.030271, -0.011453, -0.04063, 0.004153, -0.044939, -0.010023, -0.071388, -0.102162, 0.014181, 0.033017, -0.05804, -0.070384, 0.009242, -0.027408, -0.082676, -0.096377, -0.016124, 0.039996, 0.05761, -0.092501, -0.045481, -0.126206, 0.047338, 0.062286, 0.080078, -0.102898, 0.025958, 0.040913, 0.08808, -0.0183, 0.031336, 0.082058, 0.00495, 0.091706, 0.016984, -0.002883, 0.049467, 0.065273, -0.00339, -0.000579, 0.001905, -0.087584, 0.041396, -0.098739, -0.087041, 0.012895, -0.004067, -0.110025, -0.0378, -0.132491, 0.010339, 0.043312, 0.014034, -0.096342, -0.080978, 0.010066, 0.050575, -0.11846, 0.000744, 0.062608, 0.000625, -0.042834, 0.067731, 0.079511, -0.084557, -0.00111, -0.025457, -0.027148, 0.174141, 0.017828, -0.071337, 0.032151, -0.002636, -0.000867, 0.126228, 0.097402, -0.085455, -0.103137, -0.041653, 0.090385, 0.012972, 0.027516, 0.009414, 0.171331, 0.050201, 0.02031, 0.034303, -0.01664, -0.017738, -0.067248, -0.033414, -0.05517, -0.073196, 0.110982, 0.014176, 0.023625, 0.069917, -0.045941, -0.156819, 0.1024, 0.055978, 0.034373, 0.043057, 0.019009, 0.117506, 0.087554, 0.046071, -0.004245, 0.022925, 0.073, -0.044857, -0.073836, 0.004094, 0.068857, 0.024703, -0.008265, -0.002671, 0.007246, -0.070446, 0.007528, -0.122797, 0.027068, 0.011302, -0.00996, -0.014471, 0.060264, 0.021844, 0.126476, -0.023245, 0.040765, 0.079959, -0.020995, 0.077621, 0.109026, 0.117899, 0.100578, -0.081907, -0.029132, 0.137131, 0.032701, -0.025953, -0.010572, 0.013678, -0.021578, 0.055105, -0.007274, 0.067785, 0.059015, -0.041553, -0.016213, -0.057091, -0.003624, -0.070937, 0.073563, 0.008663, 0.021046, -0.001433, -0.020977, 0.057129, -0.013473, -0.116739, -0.028828, -0.003449]
        },
        {
          "name": "reliefweb_get_report",
          "description": "Fetch a single ReliefWeb report by its numeric ID with full body text, file attachments, and all metadata. Use after reliefweb_search_reports to retrieve document content — body is excluded from search results to manage context budget. Report bodies can be 10–100KB; call this only when you need the full document text.",
          "embedding": [-0.002967, -0.013648, 0.072159, 0.037939, 0.070913, 0.023918, 0.028895, -0.006588, 0.026975, -0.040901, -0.09475, 0.002163, -0.091655, -0.064642, 0.067376, -0.01102, 0.030024, -0.052674, -0.086939, -0.016145, 0.029771, 0.036817, 0.035041, 0.042223, -0.027581, -0.059294, 0.007843, 0.00274, -0.049192, 0.051662, -0.027665, -0.013185, -0.012199, -0.041102, 0.009468, 0.101043, -0.076881, 0.026937, -0.040822, -0.050363, 0.005147, -0.082769, -0.147845, 0.034065, 0.039117, -0.038579, -0.15159, 0.043944, -0.075707, 0.077032, -0.074198, 0.049195, -0.005003, -0.031443, -0.022412, 0.070046, 0.033333, -0.101696, 0.002074, -0.034877, -0.027253, -0.075771, 0.063855, -0.019482, -0.016564, 0.061358, -0.041406, -0.036788, 0.025294, 0.046786, 0.111624, 0.080731, 0.005218, 0.065347, -0.078313, -0.087908, -0.082918, 0.018914, 0.01744, -0.008095, -0.005191, 0.076841, 0.068955, -0.027863, 0.006788, 0.03165, 0.048113, 0.036165, -0.08417, 0.007202, 0.04783, -0.056029, -0.027546, -0.023194, -0.014074, -0.019935, -0.002478, -0.057136, 0.031085, -0.029347, -0.074964, 0.017182, -0.017665, -0.074548, -0.082659, 0.002904, -0.047277, -0.108925, -0.042629, -0.045893, 0.00533, 0.056011, -0.125846, -0.029424, -0.096555, 0.028014, 0.046809, 0.065314, -0.080625, 0.01539, 0.012956, 0.082187, -0.009072, 0.004904, 0.086513, -0.00569, 0.082283, -0.000756, -0.009656, 0.105488, 0.086595, -0.004252, 0.017799, 0.021402, -0.099181, 0.012769, -0.103677, -0.066751, 0.047223, 0.024727, -0.076576, -0.060955, -0.134732, -0.006414, 0.036766, 0.036763, -0.064357, -0.114167, -0.009796, 0.073283, -0.102069, 0.054912, 0.085049, -0.034544, -0.020068, 0.081079, 0.145693, -0.051441, 0.004099, -0.00443, -0.057675, 0.13123, 0.01172, -0.046537, -0.012147, -0.023755, -0.047791, 0.118041, 0.121816, -0.123478, -0.076352, -0.044295, 0.097462, 0.020413, 0.047221, -0.023526, 0.152603, 0.030752, 0.03252, 0.018383, 0.013037, -0.02381, -0.064992, 0.008142, -0.058832, -0.076516, 0.097692, -0.009418, -0.020319, 0.034479, -0.070858, -0.171039, 0.134919, 0.063701, 0.040589, 0.036699, -0.005186, 0.164139, 0.063212, 0.016994, 0.01914, 0.030447, 0.08797, -0.029781, -0.013729, -0.00202, 0.085067, 0.024062, -0.018024, 0.027374, -0.002604, -0.044603, 0.01057, -0.153084, 0.021284, 0.031216, -0.010704, -0.033998, 0.046457, -0.005727, 0.135914, -0.017229, 0.030388, 0.062651, -0.035817, 0.082324, 0.072739, 0.130827, 0.097822, -0.14227, -0.027014, 0.128338, 0.010525, 0.016184, -0.026908, 0.002809, -0.058599, 0.085963, 0.023133, 0.017111, 0.028092, -0.04295, -0.032463, -0.06983, -0.016147, -0.067392, 0.100103, 0.065415, 0.004066, 0.000362, -0.069763, 0.078187, 0.007443, -0.13826, -0.024241, -0.03918]
        },
        {
          "name": "reliefweb_search_disasters",
          "description": "Search active and historical disasters on ReliefWeb by type, country, status, date range, and GLIDE number. Default preset covers alert, current, and past disasters. Use include_archived=true to include alert-archive and archive entries for historical research. Returns IDs suitable for use with reliefweb_get_disaster and as disaster_id filter in reliefweb_search_reports.",
          "embedding": [-0.004356, -0.009035, 0.092105, -0.016215, 0.040684, 0.082417, 0.056052, 0.028195, -0.032573, -0.064242, -0.109255, -0.004976, -0.080042, 0.04699, 0.043894, -0.091602, -0.026168, -0.049835, -0.07509, -0.00542, 0.027369, 0.081475, 0.009424, -0.07439, 0.010458, -0.067349, 0.015593, -0.057415, -0.084363, 0.024417, -0.045453, 0.015955, 0.027672, -0.010248, -0.036631, 0.127086, -0.071253, 0.000794, 0.005754, -0.055906, -0.024905, -0.169387, -0.135652, 0.066023, 0.033722, -0.049198, -0.179927, 0.08286, -0.0719, 0.079564, -0.086995, 0.038684, 0.038846, -0.027576, -0.02394, 0.043186, 0.031566, -0.075027, -0.008058, -0.014528, 0.021846, -0.038353, 0.055558, -0.055638, 0.047796, 0.056301, -0.021421, 0.022669, 0.006067, 0.059989, 0.120083, 0.098456, 0.0794, 0.07615, -0.056767, -0.083144, -0.143731, 0.027912, -0.04802, -0.019461, 0.06232, 0.005866, 0.102455, -0.015863, 0.025293, 0.01737, 0.043719, 0.022529, -0.104645, 0.02783, 0.063641, -0.076763, 0.046699, -0.107265, 0.026504, -0.072201, -0.015246, -0.030718, 0.009153, -0.029799, -0.100089, -0.0015, 0.045647, -0.045681, -0.00668, -0.034715, -0.01342, -0.061414, -0.071749, -0.038966, 0.047999, 0.030187, -0.078969, -0.0205, -0.070198, 0.037193, 0.074757, 0.04393, -0.043737, 0.037377, 0.016387, 0.061755, -0.026569, 0.017008, 0.103528, 0.044013, 0.080212, -0.022119, -0.010228, 0.036063, 0.068546, 0.013473, 0.024812, -0.035392, -0.073983, -0.016771, -0.131099, -0.057536, 0.016598, 0.026743, -0.111475, -0.097454, -0.095664, 0.0076, 0.076742, 0.015747, -0.07528, -0.106562, 0.003974, 0.085202, -0.05577, -0.019762, 0.058795, -0.031564, -0.071783, 0.058051, 0.059442, -0.008539, -0.000634, -0.064835, 0.012597, 0.156252, -0.001921, 0.006468, 0.064884, -0.060584, 0.016304, 0.097023, 0.105054, -0.088912, -0.105284, -0.045385, 0.054825, 0.052172, 0.020727, -0.012464, 0.17144, 0.05227, 0.036486, 0.013738, -0.039641, -0.066885, -0.070399, -0.02542, -0.028577, -0.025293, 0.109156, -0.01754, 0.033753, 0.093978, -0.042881, -0.113631, 0.060161, 0.039722, 0.018761, 0.017948, 0.028308, 0.125126, 0.131627, 0.024428, 0.005122, -0.000612, 0.052755, -0.052766, -0.073769, -0.020475, 0.050377, 0.005832, 0.061293, -0.010072, 0.032004, -0.084068, 0.017064, -0.07998, 0.064149, 0.022429, -0.008462, -0.057149, 0.037392, -0.016986, 0.160596, 0.006348, -0.010474, 0.0107, -0.015142, 0.058811, 0.127822, 0.127293, 0.16422, -0.077827, 0.00012, 0.077158, 0.018217, -0.019868, 0.047164, -0.002873, 0.007958, 0.045493, -0.027155, 0.086252, 0.065824, -0.021182, -0.026529, 0.031872, -0.007904, -0.062577, 0.091976, 0.012671, -0.005165, -0.048406, 0.002097, 0.007907, -0.029842, -0.126337, 0.005927, 0.010283]
        },
        {
          "name": "reliefweb_get_disaster",
          "description": "Fetch a disaster record by ReliefWeb numeric ID including description, affected countries, GLIDE number, profile overview, key content links, and active appeals or response plans. Use after reliefweb_search_disasters to retrieve full details.",
          "embedding": [0.044684, 0.017179, 0.09393, -0.029493, 0.045144, 0.07867, 0.014748, 0.024058, -0.006362, -0.02419, -0.115609, 0.009417, -0.048964, 0.011415, 0.024284, -0.072482, -0.042313, -0.052366, -0.055604, -0.041668, -0.022349, 0.085279, 0.019642, -0.014045, -0.005781, -0.086929, -0.016353, -0.017774, -0.096292, -0.018818, -0.04333, -0.011513, -0.000897, -0.020215, -0.006644, 0.100488, -0.049761, 0.005299, -0.01223, -0.091298, 0.015003, -0.146671, -0.125372, 0.07006, 0.051308, -0.05175, -0.165961, 0.065137, -0.082981, 0.054006, -0.077813, 0.057761, 0.005922, -0.052882, -0.021183, 0.01626, 0.027762, -0.078877, 0.023664, -0.014041, 0.019125, -0.033763, 0.089769, -0.040051, 0.021009, 0.05303, 0.033801, 0.02159, 0.011327, 0.0726, 0.12466, 0.036039, 0.048336, 0.086555, -0.049887, -0.118953, -0.09854, 0.07745, -0.024469, -0.029109, 0.00441, 0.011125, 0.069137, -0.019768, 0.023761, 0.013769, 0.037564, 0.067338, -0.113779, 0.045073, 0.049932, -0.068754, 0.00601, -0.089528, 0.010259, -0.094862, 0.022931, -0.095762, -0.020893, -0.001058, -0.077096, 0.002505, 0.025298, -0.024825, -0.023834, -0.072399, -0.046452, -0.083407, -0.051007, -0.019256, 0.005848, 0.042165, -0.125841, -0.014378, -0.105133, 0.079785, 0.061519, 0.034625, -0.028281, 0.043717, 0.025762, 0.033902, -0.045925, 0.019848, 0.128447, 0.068892, 0.064296, -0.017742, -0.027973, 0.075754, 0.04074, -0.033394, -0.010891, 0.032531, -0.062222, -0.020687, -0.142959, -0.032975, 0.045975, -0.000344, -0.096245, -0.098094, -0.098221, 0.039125, 0.08903, 0.021283, -0.054748, -0.096494, 0.031899, 0.066903, -0.058771, -0.003851, 0.098556, -0.035391, -0.027223, 0.083718, 0.077773, -0.031013, -0.005358, -0.015264, -0.054722, 0.142746, -0.008495, 0.017249, 0.026696, -0.017848, -0.013871, 0.086828, 0.115301, -0.148019, -0.099213, -0.056832, 0.028121, 0.071975, 0.006257, 0.005148, 0.182411, -0.010722, 0.068954, 0.020397, -0.018572, -0.055893, -0.044166, -0.001324, -0.057817, -0.014536, 0.066518, -0.033701, 0.020122, 0.091378, -0.033675, -0.126878, 0.084036, 0.022645, 0.04007, -0.005291, 0.000605, 0.128176, 0.037467, 0.061138, -0.024149, 0.02126, 0.101102, -0.050421, -0.06137, -0.001971, 0.095973, 0.03155, 0.036466, -0.014443, 0.004388, -0.079335, 0.027248, -0.14621, 0.033798, 0.051046, -0.032888, -0.077458, 0.065439, 0.031208, 0.13261, 0.031839, 0.02213, 0.041284, -0.002009, 0.100159, 0.100034, 0.174222, 0.118956, -0.102124, -0.051412, 0.061274, 0.002749, -0.013045, 0.070114, -0.006102, -0.019351, 0.077885, 0.016181, 0.074295, 0.013705, -0.003527, -0.043374, 0.017774, -0.026896, -0.034552, 0.086078, -0.007047, -0.01152, 0.003932, -0.024851, 0.062132, -0.019562, -0.122279, 0.011768, 0.006245]
        },
        {
          "name": "reliefweb_get_country",
          "description": "Fetch a country profile from ReliefWeb by ISO3 code, including overview, humanitarian situation summary, key content links, active appeals and response plans, and useful external links. Country profiles are curated by OCHA editors and provide the authoritative situation summary for humanitarian responders.",
          "embedding": [0.074853, -0.016235, 0.082891, -0.008911, 0.052321, 0.078118, 0.056386, 0.086036, -0.021479, -0.041839, -0.148453, -0.006791, -0.023097, 0.00497, 0.038933, -0.045812, 0.020707, -0.017389, -0.067622, -0.044228, -0.052408, 0.066963, -0.006488, -0.015684, 0.039707, -0.113996, 0.017624, 0.024833, -0.051724, 0.007044, -0.017681, 0.033422, 0.03494, -0.057743, 0.012345, 0.059786, -0.09542, 0.038899, -0.004502, -0.090659, 0.004687, -0.15084, -0.12188, 0.112621, 0.091283, -0.062002, -0.178162, 0.130084, -0.050523, 0.046994, -0.094475, 0.034259, 0.02565, -0.023836, -0.0454, -0.006659, 0.014009, -0.119624, 0.025911, -0.039954, 0.039378, -0.052341, 0.099074, -0.032153, -0.006645, 0.018388, -0.031118, -0.027226, 0.020727, 0.02111, 0.107429, 0.087704, 0.045729, 0.063335, -0.059287, -0.114499, -0.073932, 0.051472, -0.053475, -0.003597, 0.015037, -0.016356, 0.046292, 0.02593, -0.028592, -0.050159, 0.071064, 0.054065, -0.06981, 0.048216, 0.061484, -0.104879, -0.023164, -0.062907, 0.021248, -0.143665, -0.000094, -0.052807, -0.058889, -0.044785, -0.012615, 0.023478, -0.004975, -0.034648, -0.014073, -0.101971, -0.016348, -0.097045, -0.103615, 0.045219, 0.005598, -0.009986, -0.073947, -0.033068, -0.081529, -0.003655, 0.076805, 0.059836, -0.02626, 0.100718, 0.042365, 0.030103, -0.053662, 0.062188, 0.136818, 0.03093, 0.068768, 0.031199, -0.01764, 0.059802, 0.080614, -0.043788, 0.001523, 0.037229, -0.039521, -0.027162, -0.109951, -0.018598, 0.071323, -0.012169, -0.116017, -0.061235, -0.076715, 0.059877, 0.058387, -0.035173, -0.107143, -0.036193, 0.068453, 0.02907, -0.013012, 0.007599, 0.048897, 0.001984, -0.014454, 0.025099, 0.064281, -0.033645, 0.005507, -0.062072, -0.037535, 0.088472, 0.030735, -0.034785, 0.028457, -0.036106, 0.026161, 0.125903, 0.049832, -0.133545, -0.078616, -0.040301, 0.073415, 0.058702, -0.044752, -0.018352, 0.188208, 0.08124, 0.076047, 0.038183, -0.045011, 0.035723, 0.010945, 0.014816, -0.025554, -0.013862, 0.07464, -0.029699, 0.020821, 0.088866, -0.008158, -0.080801, 0.041815, 0.0161, 0.056886, 0.044939, 0.011238, 0.086567, 0.022232, 0.064753, -0.012335, 0.036288, 0.098875, 0.010941, -0.052964, 0.006965, 0.109041, 0.076469, 0.058391, 0.064853, 0.02196, -0.070662, -0.01079, -0.080941, 0.022355, 0.088672, -0.036582, -0.019654, 0.089115, 0.053266, 0.145328, 0.021869, 0.018589, 0.074966, 0.007453, 0.085791, 0.124441, 0.161963, 0.132946, -0.054873, -0.032088, 0.075289, 0.013354, -0.027058, 0.077384, -0.008157, -0.028698, 0.082886, 0.045443, 0.064298, 0.051334, -0.020673, 0.02753, -0.05317, -0.039327, -0.051746, 0.058899, -0.0459, -0.044379, 0.021867, -0.018281, 0.060875, 0.023996, -0.062457, -0.022881, -0.034748]
        },
        {
          "name": "reliefweb_list_countries",
          "description": "List all countries and territories tracked by ReliefWeb, optionally filtered to active humanitarian situations. Returns ISO3 codes and status for each entry — use the ISO3 code with reliefweb_get_country to fetch a full profile. Set crisis_only=true to limit results to countries with active humanitarian situations.",
          "embedding": [0.01023, -0.006977, 0.104033, 0.028466, 0.045962, 0.039963, 0.055455, 0.038994, -0.042903, -0.009411, -0.166702, -0.037672, -0.061106, 0.019794, 0.063767, -0.054177, -0.01978, -0.037141, -0.095173, 0.001597, 0.022835, 0.070712, 0.023247, -0.045061, -0.023919, -0.068628, 0.028477, 0.008977, -0.036077, 0.034018, -0.001461, 0.070978, -0.007132, -0.015099, 0.02663, 0.053306, -0.103838, 0.022684, -0.003786, -0.06811, 0.007778, -0.163419, -0.107367, 0.081359, 0.069215, -0.043286, -0.192484, 0.111986, -0.057676, 0.055243, -0.093572, 0.028118, 0.035382, 0.017606, -0.047843, -0.003957, 0.027391, -0.110107, 0.004022, -0.033245, -0.04108, -0.042644, 0.065901, -0.020324, 0.024289, 0.057863, -0.005233, -0.052935, 0.041361, 0.014176, 0.087393, 0.084457, 0.038182, 0.112284, -0.042966, -0.108327, -0.15196, 0.046636, -0.054664, -0.019582, 0.030253, 0.013838, 0.028115, 0.021554, -0.000533, -0.003248, 0.058873, 0.020073, -0.095799, 0.043861, 0.075154, -0.104096, 0.013331, -0.065365, 0.044399, -0.13112, -0.02733, -0.043439, -0.064808, -0.077998, -0.057348, 0.002232, -0.030773, -0.072782, -0.017497, -0.041447, -0.021949, -0.09204, -0.103134, 0.006507, 0.045402, 0.01154, -0.130504, -0.024945, -0.060418, 0.019964, 0.038766, 0.087931, -0.05003, 0.100323, 0.084729, 0.055906, -0.02962, 0.074289, 0.096467, -0.041494, 0.071943, 0.034521, 0.021608, 0.070232, 0.043068, -0.003715, -0.005276, 0.040116, -0.048139, 0.004988, -0.127171, -0.037961, 0.041106, 0.004934, -0.104957, -0.079854, -0.107349, 0.033343, 0.036011, -0.021487, -0.117994, -0.040288, 0.033468, 0.07426, -0.07978, 0.011852, 0.061989, 0.003866, -0.056975, 0.048739, 0.054678, 0.004682, -0.010037, -0.070407, -0.021541, 0.117085, 0.005387, -0.046303, 0.074687, -0.029273, 0.038044, 0.122524, 0.089531, -0.11332, -0.045652, -0.040228, 0.047758, -0.002798, 0.043044, -0.068197, 0.213595, 0.048505, 0.059602, 0.037766, -0.041853, -0.008425, -0.055382, -0.019686, -0.062564, 0.005297, 0.12021, -0.017756, 0.026867, 0.104081, -0.01405, -0.074846, 0.077412, -0.031062, -0.000593, 0.018566, -0.052029, 0.06343, 0.07559, 0.025438, -0.024965, 0.011407, 0.091341, 0.014113, -0.031973, -0.00232, 0.05009, 0.029756, 0.044608, 0.039054, 0.005558, -0.044814, -0.00514, -0.08009, 0.026748, 0.106148, -0.055441, -0.036668, 0.072738, 0.010608, 0.156572, 0.00626, -0.000104, 0.026477, 0.030575, 0.061597, 0.067417, 0.146452, 0.134718, -0.079896, -0.054594, 0.09616, 0.031454, -0.085161, 0.038582, -0.03059, 0.018177, 0.070451, 0.009418, 0.061521, 0.001406, 0.024983, -0.02751, -0.059078, -0.013088, -0.050932, 0.070655, -0.040793, 0.001051, -0.021431, -0.045279, 0.022796, -0.011906, -0.073255, -0.010256, -0.045465]
        },
        {
          "name": "reliefweb_search_jobs",
          "description": "Search humanitarian job listings on ReliefWeb by country, organization, career category, theme, and experience level. Returns current open positions — archived or expired jobs are excluded by default. Use text search for role titles and job descriptions.",
          "embedding": [0.064858, 0.021725, 0.099007, 0.007196, 0.033973, 0.110773, 0.00616, 0.046519, 0.007013, -0.031902, -0.18919, -0.013721, -0.011391, 0.04551, 0.054801, -0.089652, 0.030705, -0.057349, -0.091457, -0.058801, -0.065949, 0.075049, 0.01958, -0.022484, -0.001961, -0.096288, -0.042845, -0.025796, -0.024005, 0.061345, -0.044341, 0.003828, 0.028261, -0.032981, -0.032465, 0.050588, -0.050392, 0.045692, 0.032346, -0.081296, -0.050984, -0.098158, -0.130316, 0.078051, -0.0063, -0.097168, -0.225136, 0.08889, -0.083695, 0.005463, -0.094967, 0.040917, 0.071241, -0.058268, -0.05854, 0.048249, 0.028641, -0.073847, 0.060944, -0.068298, 0.027223, -0.075192, 0.025932, -0.048155, 0.046317, 0.039399, 0.011061, -0.059184, -0.02801, 0.033842, 0.093456, 0.057628, 0.036762, 0.024341, 0.002205, -0.122723, -0.075258, -0.014484, -0.025041, 0.054125, 0.056625, -0.014204, 0.149622, 0.028884, 0.008628, -0.005047, 0.025996, -0.016066, -0.087654, 0.090821, 0.069763, -0.112966, -0.038447, -0.010881, 0.043301, -0.053979, -0.016579, -0.08519, -0.044311, 0.030222, -0.036764, 0.032591, 0.020612, -0.007156, -0.039704, 0.028195, 0.022686, -0.087714, -0.085623, 0.012915, 0.043987, 0.017623, -0.063757, -0.033081, -0.063474, 0.098532, 0.047419, 0.027275, -0.067694, 0.06155, 0.098268, 0.050598, -0.053917, 0.07722, 0.049874, -0.003869, 0.043559, -0.037373, 0.005627, 0.004776, 0.086928, 0.023328, -0.031215, 0.017366, -0.016252, -0.031118, -0.10542, -0.02613, 0.088153, -0.025989, -0.125818, -0.031127, -0.025159, 0.036419, 0.073103, -0.04447, -0.108272, -0.062948, 0.014469, 0.057736, -0.059918, -0.016991, 0.045299, -0.065043, -0.00832, 0.054606, 0.114047, -0.022086, 0.020638, 0.011563, -0.044777, 0.101685, -0.01917, -0.024501, 0.036137, -0.003122, 0.023064, 0.067671, 0.041506, -0.091776, -0.064951, -0.026364, 0.038688, 0.049062, -0.015832, 0.002773, 0.112641, 0.077025, -0.009306, 0.063714, -0.018615, 0.052667, -0.023638, -0.00442, -0.035544, -0.036233, 0.031904, -0.001256, 0.062911, 0.108294, -0.121435, -0.096556, 0.041436, 0.054361, 0.038446, 0.066617, -0.024487, 0.158789, 0.071399, 0.058874, 0.01123, 0.041042, 0.051701, -0.015101, -0.101494, 0.036923, 0.152566, 0.068569, 0.055912, 0.0553, 0.045885, -0.072148, -0.005833, -0.067813, 0.075321, 0.089272, -0.012234, -0.055846, 0.071944, 0.049762, 0.132504, 0.016532, -0.008385, 0.018105, 0.003329, 0.060556, 0.127094, 0.111176, 0.157647, -0.059061, 0.00075, 0.100632, 0.031848, 0.009972, 0.016139, 0.027967, -0.009837, 0.029054, 0.006135, 0.093146, 0.029137, -0.037917, -0.006293, -0.023602, -0.071333, -0.035004, 0.094967, 0.000258, 0.033652, -0.011021, -0.026898, 0.059394, 0.022491, -0.146961, 0.021574, -0.000425]
        },
        {
          "name": "reliefweb_search_training",
          "description": "Search humanitarian training and learning opportunities on ReliefWeb by country, format, date, source, career category, and language. Covers workshops, e-learning, conferences, and other capacity-building events. Training date fields use date.start / date.end — different from report date fields. Use date_start_from and date_start_to to find upcoming training within a window.",
          "embedding": [0.021693, -0.019425, 0.100449, -0.047312, 0.06762, 0.081613, -0.004098, 0.076831, -0.006159, -0.025958, -0.160731, -0.002324, -0.055192, 0.055671, 0.032601, -0.070034, 0.010333, -0.060816, -0.115902, -0.000141, -0.034443, 0.091453, 0.01518, 0.020466, 0.040384, -0.084804, 0.010923, -0.066376, -0.010532, 0.041613, -0.076508, -0.071313, 0.02163, -0.036379, -0.057706, 0.075822, -0.033595, 0.017962, 0.027859, -0.070233, -0.029333, -0.105026, -0.106546, 0.080462, 0.003565, -0.020824, -0.191033, -0.008445, -0.041313, 0.03951, -0.131836, 0.086035, 0.074469, -0.028679, 0.013393, 0.021583, 0.052168, -0.090955, 0.020368, -0.063947, 0.043491, -0.038472, 0.011419, -0.075496, 0.02901, 0.012778, -0.015247, -0.015259, -0.033046, -0.017309, 0.12276, 0.072438, 0.01116, 0.052107, 0.021114, -0.07983, -0.098541, -0.016605, -0.033683, 0.012553, 0.081414, 0.020835, 0.106409, -0.004717, -0.007076, -0.001051, 0.029443, -0.020016, -0.112011, 0.021257, 0.020254, -0.086301, 0.02595, -0.005662, 0.03902, -0.057018, -0.059047, -0.054149, -0.026149, -0.060276, -0.072853, 0.02822, 0.029169, -0.000811, -0.011263, 0.010902, -0.036715, -0.138077, -0.078778, 0.013841, 0.014327, 0.046926, -0.044783, -0.00078, -0.111637, 0.042222, 0.050627, 0.050194, -0.113108, -0.022348, 0.010913, 0.087815, -0.038663, 0.075696, -0.010047, 0.015155, 0.057249, 0.052484, 0.00971, -0.000253, 0.078902, -0.039253, 0.013229, -0.013521, -0.036054, -0.00381, -0.100545, -0.098613, 0.049845, 0.02677, -0.162668, 0.003215, -0.099849, -0.004468, 0.070492, -0.022516, -0.109421, -0.088664, 0.0545, 0.086952, -0.076366, 0.03269, 0.077426, -0.060012, -0.013881, 0.056102, 0.044336, 0.007092, -0.024787, -0.054964, -0.03123, 0.137571, -0.012068, -0.003594, 0.047819, -0.038759, -0.007416, 0.105435, 0.064602, -0.104274, -0.030549, -0.068481, 0.072573, 0.011337, -0.027658, 0.027546, 0.081092, 0.068084, 0.03107, 0.053393, -0.034483, 0.003141, -0.019517, -0.046135, 0.023128, -0.090135, 0.079164, -0.035679, 0.029124, 0.119948, -0.107675, -0.082976, 0.055736, 0.035616, 0.028575, -0.003362, 0.003905, 0.124338, 0.082476, 0.070867, 0.063942, 0.023604, 0.037211, -0.010209, -0.068314, 0.030755, 0.099693, 0.040311, 0.031576, 0.008831, 0.032624, -0.05979, -0.002712, -0.075348, 0.05979, 0.084923, -0.047233, -0.040616, 0.039488, -0.012388, 0.198409, 0.012471, -0.015249, 0.048908, -0.00556, 0.02388, 0.134761, 0.149088, 0.165375, -0.143919, 0.027517, 0.098031, 0.029383, 0.004922, 0.026889, -0.02905, 0.010854, 0.022413, 0.023265, 0.039341, 0.050347, -0.018083, 0.030333, -0.005263, -0.042787, -0.057607, 0.102863, 0.019877, 0.00768, -0.008488, -0.044103, 0.086601, 0.00763, -0.130408, -0.024739, 0.020411]
        },
        {
          "name": "reliefweb_list_sources",
          "description": "Browse source organizations that contribute content to ReliefWeb, optionally filtered by name text or organization type. Returns short names, types, and URLs. Use the shortname value with the source filter in reliefweb_search_reports, reliefweb_search_jobs, and reliefweb_search_training.",
          "embedding": [0.085276, -0.034573, 0.091256, 0.021719, 0.030788, 0.080119, 0.039852, 0.041599, 0.010875, -0.017749, -0.170573, -0.021235, -0.061946, 0.007512, 0.049793, -0.070751, -0.019827, -0.01662, -0.117835, 0.019058, 0.001206, 0.070817, 0.021071, -0.047612, 0.005248, -0.089038, 0.000559, -0.027389, -0.026629, 0.057584, -0.000659, 0.031858, 0.018973, -0.036256, -0.038122, 0.057784, -0.077169, 0.034364, -0.007956, -0.045421, -0.019925, -0.131595, -0.157465, 0.091587, 0.060483, -0.081349, -0.177504, 0.067215, -0.062798, 0.072752, -0.065914, 0.039035, 0.009895, -0.011885, -0.00985, 0.063288, 0.064321, -0.049952, 0.038349, -0.054264, 0.028576, -0.045435, 0.054324, -0.054553, 0.053547, 0.055728, -0.031066, -0.036863, -0.032283, 0.075022, 0.084526, 0.07389, 0.024469, 0.083849, -0.002765, -0.0886, -0.087315, 0.037401, -0.023383, 0.016878, 0.058785, 0.059941, 0.083654, 0.054064, -0.00329, 0.021499, 0.029992, -0.002832, -0.085422, 0.061233, 0.026263, -0.048385, -0.033299, -0.053628, 0.101619, -0.066278, -0.012894, -0.02501, -0.031222, -0.029577, -0.091394, 0.003311, 0.027221, -0.047951, -0.06668, 0.010515, -0.001788, -0.102919, -0.091476, -0.006627, 0.020557, 0.055139, -0.138289, 0.003715, -0.050401, 0.02756, 0.020192, 0.036419, -0.060568, 0.096742, 0.053411, 0.091738, -0.057094, 0.068984, 0.108096, 0.024918, 0.075372, 0.030116, -0.003787, 0.011296, 0.052234, 0.04285, 0.001398, -0.039967, -0.04616, -0.044194, -0.086653, -0.057245, 0.042549, 0.041138, -0.092827, -0.01047, -0.136095, -0.013807, 0.075186, -0.031895, -0.104512, -0.071076, 0.06739, 0.104785, -0.075189, 0.030904, 0.091619, -0.014204, -0.004524, 0.063821, 0.144299, -0.037906, 0.001692, 0.000728, -0.039632, 0.086465, 0.021017, -0.02427, -0.003375, -0.012538, 0.007501, 0.103217, 0.093223, -0.05697, -0.060987, -0.055773, 0.025441, -0.031821, 0.046585, -0.011503, 0.153292, 0.081441, 0.039058, 0.006958, 0.00764, -0.018239, -0.080053, -0.053032, -0.008133, -0.032662, 0.092764, -0.041745, 0.071967, 0.026496, -0.077369, -0.099469, 0.090155, 0.108466, 0.050441, 0.028975, 0.010974, 0.088265, 0.101654, 0.040439, -0.042341, -0.014773, 0.049154, -0.01672, -0.099142, 0.046854, 0.092613, 0.022515, 0.040727, -0.005722, 0.047729, -0.050969, 0.022576, -0.097797, 0.096375, 0.03764, -0.023218, -0.0434, 0.057557, 0.005361, 0.12726, -0.018813, 0.012961, 0.039097, -0.037547, 0.08079, 0.092926, 0.1341, 0.171615, -0.046594, 0.006863, 0.110273, 0.0713, -0.001971, 0.078404, -0.039858, 0.024795, 0.022156, 0.014163, 0.06403, 0.055156, -0.059404, -0.032346, -0.022977, -0.011255, -0.085514, 0.097245, -0.037874, 0.021877, -0.027727, -0.018456, 0.073322, 0.030062, -0.141513, 0.000616, -0.013168]
        }
      ],
      "embedding": [0.029047, -0.004889, 0.108352, -0.007976, 0.085179, 0.088034, 0.005491, 0.03219, -0.007972, -0.022893, -0.158885, -0.019499, -0.066285, -0.003186, -0.001323, -0.060831, -0.014826, -0.084204, -0.103596, -0.055648, -0.032205, 0.04954, 0.001676, 0.014052, -0.032465, -0.08367, 0.016308, -0.016885, -0.04401, 0.040277, -0.032618, 0.000519, 0.04091, -0.006068, 0.020429, 0.046668, -0.053928, 0.060371, -0.023505, -0.078838, -0.012221, -0.100497, -0.123362, 0.089834, -0.012287, -0.044511, -0.203987, 0.081309, -0.095111, 0.043376, -0.115598, 0.083959, 0.041927, -0.011855, -0.038911, 0.057213, 0.061559, -0.070302, 0.072798, -0.035789, 0.057964, -0.092478, 0.032534, -0.077716, 0.005318, -0.005362, -0.001436, -0.045956, -0.028316, 0.027067, 0.076182, 0.068441, 0.02542, 0.047128, -0.030615, -0.146354, -0.096162, 0.019113, -0.024775, 0.012493, 0.050605, 0.002682, 0.08393, 0.051229, -0.018966, 0.003852, 0.104342, 0.010953, -0.121005, 0.062126, 0.051141, -0.096515, -0.039704, -0.024859, 0.069184, -0.021031, -0.028342, -0.093162, -0.015192, 0.009212, -0.085773, 0.024084, 0.055832, 0.004505, -0.037455, -0.007805, 0.011788, -0.08448, -0.109605, 0.013064, 0.020592, 0.034023, -0.099576, -0.038486, -0.110518, 0.054072, 0.035653, 0.04824, -0.064782, 0.041502, 0.063125, 0.052916, -0.062224, 0.071051, 0.04974, -0.031629, 0.107847, -0.033153, 0.00926, 0.003222, 0.059549, 0.005405, 0.001939, 0.021668, -0.03528, -0.004909, -0.118153, -0.09108, 0.02125, 0.035554, -0.141693, -0.006502, -0.065981, 0.048353, 0.071658, -0.039423, -0.117372, -0.059855, 0.040115, 0.043487, -0.096237, -0.004699, 0.082426, -0.011362, -0.023962, 0.080407, 0.092435, -0.026558, -0.023778, -0.038773, -0.012351, 0.072564, -0.019572, -0.060264, 0.050638, -0.002458, -0.002804, 0.120767, 0.075226, -0.10146, -0.023207, -0.031871, 0.090826, 0.038381, 0.0351, 0.015812, 0.13771, 0.086849, 0.013986, 0.051085, -0.009698, 0.011602, -0.059652, -0.018864, -0.048742, -0.017515, 0.048731, -0.014228, 0.024704, 0.09919, -0.067285, -0.085379, 0.078889, 0.011758, 0.042662, 0.001804, -0.056605, 0.094809, 0.096127, 0.080377, 0.013149, 0.020659, 0.045495, -0.049176, -0.059405, -0.007402, 0.072521, 0.076478, 0.049697, 0.000128, 0.017052, -0.084898, -0.016352, -0.097968, 0.03422, 0.063104, -0.097632, -0.074284, 0.052425, 0.009458, 0.163703, 0.001681, 0.016562, 0.049765, 0.017455, 0.085767, 0.136666, 0.11235, 0.154519, -0.103221, -0.01757, 0.069456, 0.021129, 0.014897, 0.043775, 0.044181, -0.01437, 0.051513, 0.015959, 0.012898, 0.055711, -0.038294, -0.03054, -0.03661, -0.026618, -0.092498, 0.07918, 0.015517, 0.027612, -0.012326, -0.060579, 0.073487, 0.017071, -0.137443, 0.025609, -0.025229]
    },
    {
      "name": "secedgar-mcp-server",
      "displayName": "SEC EDGAR",
      "description": "Query SEC EDGAR filings, XBRL financials, and company data through MCP. STDIO & Streamable HTTP.",
      "category": "government",
      "endpoint": "https://secedgar.caseyjhand.com/mcp",
      "npm": "@cyanheads/secedgar-mcp-server",
      "github": "https://github.com/cyanheads/secedgar-mcp-server",
      "version": "0.7.1",
      "auth": "none",
      "keywords": [
        "finance",
        "financial",
        "stocks",
        "equities",
        "investing",
        "companies",
        "corporate filings",
        "SEC",
        "earnings",
        "annual reports",
        "balance sheets",
        "accounting",
        "public companies",
        "securities",
        "financial statements",
        "stock market",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "sec",
        "edgar",
        "sec-edgar",
        "xbrl",
        "filings",
        "financial-data",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "secedgar_company_search",
          "description": "Find companies and retrieve entity info with optional recent filings. Entry point for most EDGAR workflows — resolves tickers, names, or CIKs to entity details, with accession numbers in the result feeding secedgar_get_filing for document content.",
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        },
        {
          "name": "secedgar_search_filings",
          "description": "Search the full-text index of EDGAR filings since 1993. Supports exact phrases, boolean operators, wildcards, and entity targeting (ticker:AAPL or cik:320193 in query).",
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        },
        {
          "name": "secedgar_get_filing",
          "description": "Fetch a specific filing's metadata and document content by accession number. Returns the primary document as readable text, with option to fetch specific exhibits.",
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        },
        {
          "name": "secedgar_get_financials",
          "description": "Get historical XBRL financial data for a company. Accepts friendly concept names (e.g., \"revenue\", \"net_income\", \"assets\") or raw XBRL tags. Discover available friendly names with secedgar_search_concepts. Handles historical tag changes and deduplicates data automatically.",
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        },
        {
          "name": "secedgar_get_insider_transactions",
          "description": "Fetch Form 4 insider transactions (purchases, sales, grants, exercises) for a company by parsing SEC EDGAR ownership XML. Returns the reporting person, their relationship to the issuer, transaction date, type, shares traded, price per share, and shares owned after the transaction. Covers nonDerivative transactions (open-market buys/sells, gifts) and derivative transactions (option exercises, RSU vests). Use secedgar_search_filings with forms=[\"4\"] for broader date-range queries or to search across all companies.",
          "embedding": [0.007279, 0.021574, 0.091258, 0.000999, 0.094306, 0.053134, -0.006648, -0.019494, 0.025984, 0.063199, -0.019516, 0.031996, -0.029991, -0.065454, 0.052921, -0.017424, -0.058599, -0.06792, 0.086891, -0.078352, 0.005023, 0.006702, -0.040809, 0.055748, 0.020644, -0.0297, -0.033539, 0.009634, -0.038228, 0.07237, -0.030671, 0.070828, -0.054775, 0.024214, -0.09245, 0.047491, -0.098634, -0.031309, -0.097732, -0.067424, -0.084598, -0.059738, -0.029077, 0.04609, -0.006197, -0.083, -0.130374, 0.021046, -0.022783, 0.02881, -0.057412, 0.033654, 0.001392, -0.031497, 0.043587, 0.071303, -0.002045, 0.01089, -0.05688, -0.019861, 0.056421, -0.014532, -0.005358, -0.12021, 0.137983, 0.04143, 0.010411, -0.098226, -0.021743, 0.040911, 0.064014, 0.048836, -0.063441, 0.07058, 0.129681, 0.02133, 0.005249, 0.053613, 0.029425, -0.025878, 0.025121, 0.111008, 0.042518, -0.027814, 0.001778, 0.144003, -0.020892, 0.012127, -0.045886, -0.00324, 0.014203, 0.010608, 0.028745, 0.023947, 0.026738, -0.07844, -0.072529, -0.041212, -0.048265, -0.057379, -0.15594, 0.028412, -0.015441, -0.100833, -0.082831, 0.041, -0.041124, -0.043034, -0.071973, -0.041613, -0.027537, 0.071505, -0.081597, 0.03626, -0.064118, 0.066993, -0.014504, 0.08078, -0.074554, -0.023056, -0.016051, 0.05305, -0.004962, 0.097061, 0.040213, -0.022738, 0.062103, 0.013061, 0.026553, -0.045897, -0.041812, 0.022651, 0.022361, 0.042707, -0.107985, -0.056099, -0.018446, -0.050998, 0.000244, -0.043394, -0.023355, 0.085534, -0.143702, -0.038489, 0.038793, -0.003714, -0.000969, -0.029337, -0.105232, 0.076646, -0.046983, -0.030789, 0.033173, -0.080431, -0.035294, 0.025394, 0.184337, -0.009306, -0.055044, -0.066658, -0.066015, 0.082493, -0.087932, -0.082769, 0.022195, 0.042149, -0.010924, -0.040983, -0.026428, -0.095739, 0.012713, -0.055443, 0.029194, -0.060376, 0.037827, 0.105646, 0.0015, -0.044928, 0.075193, -0.009387, -0.052168, -0.075785, -0.074289, 0.063262, -0.102367, 0.033384, -0.046395, 0.00056, 0.051106, -0.067287, -0.045598, -0.032752, 0.158304, -0.066738, -0.026263, -0.041177, 0.052061, -0.005602, 0.068913, -0.096965, 0.02895, -0.019458, 0.006054, -0.043007, -0.00542, 0.016476, 0.010043, -0.04824, -0.002478, -0.030487, -0.053241, -0.019467, 0.078983, -0.144405, 0.055869, 0.018152, -0.013079, 0.058966, 0.10504, 0.019343, 0.157742, 0.032638, -0.021048, 0.159589, -0.125464, 0.0887, 0.101764, 0.106759, 0.07406, -0.109994, 0.016101, 0.075455, 0.035111, -0.09606, 0.103802, -0.049026, -0.078828, -0.002133, 0.011992, 0.019526, 0.043297, 0.126969, 0.037316, -0.008239, 0.118654, -0.052837, 0.01541, 0.068825, -0.057392, -0.005657, -0.082369, 0.101629, -0.020311, -0.10423, -0.050829, -0.019262]
        },
        {
          "name": "secedgar_get_institutional_holdings",
          "description": "Fetch 13F-HR quarterly institutional holdings by parsing the SEC EDGAR information table XML. Use ticker_or_cik to look up an institution (e.g., \"Vanguard Group\" or its CIK) and see what it holds — or pass a company ticker/CIK to find which institutions filed 13Fs covering that period. The 13F information table lists each position: issuer name, CUSIP, shares held, market value (in thousands), and put/call designation for options. Institutions with less than $100M in 13(f) securities are exempt and may not file. Use secedgar_search_filings with forms=[\"13F-HR\"] for broader search.",
          "embedding": [0.097003, 0.075879, 0.096429, 0.010006, 0.001673, 0.092307, -0.037515, -0.004921, -0.02091, 0.082267, 0.018341, 0.050109, -0.007239, -0.074049, 0.019145, -0.039869, 0.014395, -0.086159, 0.043835, -0.118184, 0.00325, -0.001467, -0.018661, 0.028403, -0.068292, -0.037031, 0.021699, -0.023181, -0.079835, 0.032021, -0.027909, 0.054112, -0.074138, 0.096871, -0.008832, -0.038053, -0.015956, 0.037668, 0.036046, -0.074413, -0.069924, -0.087328, 0.083421, 0.139096, 0.054059, -0.068342, -0.091677, 0.07697, 0.021164, 0.033077, -0.06738, -0.019589, -0.044571, -0.074072, 0.042807, 0.001346, 0.028244, 0.019167, -0.066711, 0.026256, 0.030617, -0.00178, 0.024772, -0.07828, 0.0109, 0.020081, 0.050261, -0.084149, 0.016487, 0.084135, 0.091271, 0.123147, -0.067799, 0.0286, 0.105571, 0.023986, -0.020768, 0.084362, -0.002747, 0.039758, 0.005181, 0.135344, 0.03229, 0.009046, -0.025305, 0.049774, -0.037701, -0.006837, 0.049544, 0.026326, 0.04607, 0.02943, -0.024297, 0.028455, -0.050453, -0.123711, -0.071313, -0.01945, 0.01658, 0.026627, -0.10969, 0.076666, 0.031042, -0.138679, -0.084926, 0.040958, -0.070485, -0.076437, -0.087312, -0.076264, -0.021772, -0.012127, -0.131674, 0.00123, -0.063701, 0.034159, 0.030006, 0.027244, -0.011953, 0.072867, 0.036854, 0.138061, 0.044768, 0.059435, 0.022236, 0.015749, 0.008553, 0.001047, -0.019351, 0.004525, -0.024053, 0.007122, 0.027302, 0.039464, -0.056377, -0.040299, -0.070809, -0.058585, 0.00465, -0.017783, -0.01741, 0.061609, -0.070965, -0.078754, 0.053405, -0.031242, -0.013162, -0.070224, -0.050359, 0.12834, -0.057863, 0.008015, 0.020207, -0.075935, -0.017228, -0.062308, 0.124834, -0.045938, -0.004201, -0.02727, -0.037825, 0.07473, -0.093018, -0.002548, -0.021783, -0.045293, 0.048698, -0.008896, 0.011587, -0.076499, -0.055655, -0.060952, 0.056993, -0.02798, -0.060788, 0.043165, 0.041343, 0.056975, 0.036361, -0.012151, -0.03074, -0.105652, 0.021266, 0.100043, -0.074178, -0.014726, 0.01801, -0.048155, 0.110943, -0.033017, -0.021299, -0.077452, 0.111986, -0.011135, 0.035541, -0.036496, 0.050409, 0.001704, -0.005493, -0.098717, -0.055093, -0.049337, 0.072625, 0.000908, -0.101806, 0.04762, -0.047241, -0.002723, -0.066005, 0.03057, -0.002506, -0.01035, 0.153159, -0.167296, 0.072929, -0.081139, 0.065644, 0.023145, 0.045667, -0.057376, 0.191168, 0.024584, 0.033984, 0.110587, -0.154991, 0.046478, 0.021155, 0.101798, 0.100063, -0.062122, -0.048509, 0.036961, -0.00631, -0.05106, 0.08522, -0.043561, -0.089392, 0.000708, 0.012102, 0.06249, 0.113584, 0.059918, 0.014148, 0.009464, 0.109777, -0.100835, 0.017591, -0.036679, -0.076891, -0.031629, -0.051863, 0.099105, -0.075866, -0.12952, -0.042852, -0.00143]
        },
        {
          "name": "secedgar_fetch_frames",
          "description": "Fetch SEC XBRL frames for one concept × one period across all reporting companies. Inline response returns the top N ranked companies; the full frames response (all reporters) is materialized as df_<id> when a canvas is available, queryable via secedgar_dataframe_query. Accepts friendly names like \"revenue\" or \"assets\" (discover via secedgar_search_concepts) or raw XBRL tags. One call hits one XBRL tag — when a friendly name maps to multiple tags, the response's `unqueried_tags` lists the others; call again per tag and UNION/COALESCE in SQL with an analysis-specific priority (e.g. SalesRevenueGoodsNet is goods-only). Response includes `value_distribution` and `period_end_range` to flag XBRL scale-factor anomalies and fiscal-year mixing.",
          "embedding": [0.038306, 0.033409, 0.129023, 0.055008, 0.037063, 0.034593, -0.008529, 0.007285, -0.031645, 0.028383, -0.041173, 0.030609, -0.074869, 0.035402, 0.098255, -0.025344, 0.015904, -0.015606, 0.102565, -0.085585, -0.014468, -0.033721, -0.011937, 0.01419, -0.098007, 0.000827, -0.047528, 0.018178, -0.011923, 0.052085, -0.003783, 0.138049, -0.001769, 0.110557, 0.030209, -0.039655, -0.039635, 0.012392, -0.058257, -0.115993, -0.065217, -0.091237, -0.030954, 0.077294, 0.030517, -0.057472, -0.137157, 0.061906, 0.005705, 0.018959, -0.117309, 0.075509, -0.036805, -0.026082, -0.015645, 0.054138, 0.072152, 0.002106, -0.038051, 0.011307, 0.088315, -0.060363, 0.020206, -0.074242, 0.043804, 0.032638, -0.084014, -0.028382, 0.017022, 0.101879, 0.092904, 0.071723, -0.057527, 0.067119, 0.121104, -0.009658, -0.077981, 0.044865, 0.010212, -0.012623, 0.003354, 0.085067, 0.045757, 0.01482, 0.003956, 0.068607, 0.070525, -0.0451, -0.0421, 0.000843, 0.041617, -0.012935, 0.04273, 0.022856, 0.015838, -0.034591, 0.009444, -0.010842, 0.007772, -0.025021, -0.133467, 0.020545, 0.037329, -0.133274, -0.031839, 0.033413, -0.065597, -0.047386, -0.122562, -0.081425, 0.048203, -0.008671, -0.096929, 0.055879, -0.012871, 0.063626, 0.018357, 0.071024, -0.027778, -0.012901, 0.018403, 0.10236, -0.034549, -0.003003, -0.000382, -0.007089, 0.068042, 0.015133, -0.057391, 0.04026, 0.00045, -0.028044, -0.017601, 0.062138, -0.108824, -0.051513, -0.029718, -0.15589, -0.013363, -0.056743, -0.078228, 0.035958, -0.116429, -0.027213, 0.055748, 0.008585, -0.008316, -0.027692, -0.032487, 0.095531, -0.059975, 0.020965, -0.020368, -0.107462, -0.051007, 0.059418, 0.122418, -0.092738, -0.059353, -0.000789, -0.018354, 0.097711, -0.08933, -0.062843, -0.000523, -0.035397, -0.024213, -0.009065, 0.003012, -0.106215, -0.039123, -0.024337, 0.057286, -0.023143, 0.012131, 0.092454, 0.088921, -0.005784, -0.013046, -0.012755, -0.066699, -0.088866, -0.021623, 0.101596, -0.076643, 0.014204, 0.050236, -0.015366, 0.049349, 0.003517, -0.121856, -0.064361, 0.145025, -0.085413, -0.038505, -0.075713, -0.01218, 0.015574, 0.007017, -0.06034, 0.050956, 0.025257, 0.076146, -0.028468, -0.012063, -0.007484, -0.035054, -0.017241, -0.034294, 0.036964, -0.0493, -0.090641, 0.069227, -0.112062, 0.041643, -0.012821, -0.040949, 0.015227, 0.058855, 0.017146, 0.214349, -0.050728, -0.034093, 0.107216, -0.079255, 0.082691, 0.115353, 0.048757, 0.145125, -0.088076, -0.047499, 0.098764, -0.001389, -0.040719, 0.060783, -0.013175, -0.104693, -0.00867, 0.007587, -0.045872, 0.057837, 0.049501, 0.001241, 0.003801, 0.067044, -0.092855, 0.053298, -0.003889, -0.070884, -0.054005, -0.124676, 0.133651, 0.001098, -0.097522, -0.051928, 0.02863]
        },
        {
          "name": "secedgar_search_concepts",
          "description": "Search supported XBRL financial concepts by keyword, statement group, or taxonomy. Use before secedgar_get_financials or secedgar_fetch_frames to discover the right friendly name, or pass a raw XBRL tag (e.g., \"NetIncomeLoss\") to reverse-lookup which friendly names map to it. Empty search with no filters returns the full catalog.",
          "embedding": [0.046974, 0.041203, 0.065883, 0.032916, 0.084239, 0.067875, 0.006003, 0.026737, -0.017798, 0.028929, -0.097254, 0.069471, -0.028103, 0.025309, 0.083116, -0.015123, 0.026899, -0.013235, 0.082289, -0.005066, 0.009522, 0.022443, 0.016926, -0.02603, 0.017851, -0.006186, -0.053052, 0.039113, -0.038128, 0.043192, -0.032127, 0.100949, -0.023896, 0.113634, -0.06111, -0.024576, 0.000071, 0.026359, -0.073061, -0.091563, -0.107989, -0.095543, -0.005436, 0.070072, 0.004911, -0.099653, -0.145908, 0.034059, -0.051372, -0.007576, -0.093704, 0.010635, -0.067673, -0.002238, -0.034546, 0.039096, 0.015744, 0.032215, 0.026002, 0.013219, 0.097746, 0.046223, -0.001046, -0.051304, 0.089711, 0.029119, -0.053256, -0.01739, -0.067202, 0.102073, 0.114195, 0.078321, -0.041561, 0.022912, 0.102779, -0.009669, -0.042739, 0.045808, -0.008999, 0.056313, 0.05631, 0.159223, 0.043694, 0.013281, 0.016474, 0.079784, 0.041318, -0.035567, -0.042432, 0.040711, 0.051988, -0.056234, -0.010138, -0.016912, 0.069283, -0.068202, -0.016836, 0.002373, -0.021322, -0.010848, -0.173204, -0.001059, 0.042166, -0.08743, -0.046393, -0.003429, -0.036219, -0.014473, -0.091913, -0.068122, -0.027894, -0.019894, -0.068159, 0.020777, -0.017006, 0.065167, 0.033302, 0.055809, -0.029807, 0.0448, -0.015914, 0.105693, -0.041512, 0.04521, 0.054545, 0.003462, 0.044298, 0.025578, -0.018955, -0.009515, -0.055457, -0.017586, -0.039609, 0.036096, -0.128298, -0.018972, -0.04942, -0.110535, -0.019975, -0.008275, -0.018538, 0.013199, -0.062721, -0.017162, 0.057907, -0.009538, -0.012756, -0.040527, -0.138473, 0.071533, -0.116281, -0.007667, 0.010212, -0.103712, -0.025089, 0.030995, 0.145809, -0.072062, -0.041877, -0.01544, -0.045837, 0.087775, -0.103788, -0.053256, 0.010555, -0.001617, -0.003332, 0.032681, 0.026649, -0.060717, -0.063233, -0.130262, 0.069966, 0.019645, 0.04639, 0.049015, 0.048428, 0.028367, -0.002018, -0.034786, -0.076178, -0.10614, -0.012415, 0.047756, -0.073265, 0.017615, -0.002318, -0.029717, 0.1303, -0.070713, -0.127491, -0.100527, 0.131655, -0.041464, -0.10536, -0.018943, 0.040507, -0.008281, -0.01178, -0.02897, 0.051317, -0.008792, 0.045542, 0.010115, -0.030409, 0.068889, -0.018193, -0.021802, -0.014449, 0.054258, 0.049719, -0.024762, 0.092882, -0.149003, 0.0728, -0.079392, -0.076442, 0.078644, 0.080213, 0.025656, 0.142321, -0.041842, -0.096629, 0.169902, -0.100145, 0.092342, 0.106942, 0.023874, 0.123914, -0.054432, 0.014181, 0.076487, 0.038872, -0.003714, 0.100581, 0.015039, -0.102349, -0.020636, 0.012929, 0.009018, 0.051937, 0.056598, 0.016686, -0.015058, 0.087219, -0.109592, 0.062155, -0.029883, -0.041781, -0.006063, -0.060001, 0.094441, -0.010994, -0.078836, -0.087437, 0.055166]
        },
        {
          "name": "secedgar_dataframe_describe",
          "description": "List dataframes (df_XXXXX_XXXXX) materialized by secedgar_fetch_frames, secedgar_search_filings, and secedgar_get_financials. Each entry surfaces source tool, query parameters, creation/expiry timestamps, row count, column schema, and whether the dataframe is truncated relative to the upstream source.",
          "embedding": [0.046351, 0.064766, 0.09227, 0.024279, 0.113156, 0.047535, -0.08526, 0.036311, -0.044245, 0.024133, -0.044716, 0.004486, 0.000195, -0.004206, 0.036196, -0.060478, -0.018778, -0.02989, 0.084733, -0.083753, -0.015772, -0.012427, 0.016825, 0.04666, -0.039466, -0.016201, -0.021992, 0.032168, -0.039098, 0.044583, -0.061728, 0.131549, -0.044501, 0.086353, -0.014091, -0.014359, -0.048707, 0.060964, 0.004297, -0.106178, -0.108298, -0.058398, -0.032121, 0.126549, -0.006937, -0.055823, -0.15965, 0.074901, 0.033379, -0.008935, -0.096325, 0.07077, -0.056357, 0.011619, -0.046048, 0.035448, 0.061949, -0.001986, 0.003761, 0.012021, 0.052487, -0.059874, 0.036864, -0.086748, 0.118679, -0.026027, 0.003671, -0.022386, 0.012954, 0.071142, 0.070708, 0.060795, -0.041536, 0.071477, 0.099318, -0.018852, -0.054101, 0.024272, 0.009656, 0.007476, -0.002979, 0.094716, 0.002507, 0.040526, -0.014358, 0.023518, 0.0331, -0.047919, -0.037589, 0.038786, 0.020984, -0.017198, -0.022529, 0.011448, 0.061849, -0.030003, 0.041305, -0.040825, 0.068335, 0.015122, -0.164311, 0.002578, 0.048571, -0.148034, -0.020246, 0.023025, -0.051153, -0.042055, -0.070276, -0.034899, -0.007076, 0.024004, -0.113844, 0.069597, -0.040695, 0.069803, -0.028668, 0.082602, -0.047112, 0.058331, 0.07642, 0.089916, 0.006199, 0.05434, 0.027455, 0.029232, 0.099652, 0.0058, 0.000363, -0.042247, -0.013386, 0.007648, 0.019426, 0.037126, -0.118167, -0.080574, -0.094189, -0.12258, 0.018235, 0.020614, -0.076765, 0.036802, -0.130717, 0.022986, 0.050439, 0.054591, 0.012268, -0.045414, -0.10537, 0.111055, -0.069999, 0.05947, -0.004563, -0.063192, -0.018479, 0.060476, 0.127272, -0.014362, -0.050281, -0.00864, -0.014557, 0.082528, -0.065635, -0.064226, 0.052177, 0.013005, -0.001545, 0.006013, 0.033662, -0.060701, -0.080602, -0.064588, 0.052782, 0.01352, 0.066457, 0.060684, 0.082213, 0.015513, 0.024697, -0.039646, -0.051718, -0.109383, -0.055564, 0.083244, -0.036133, 0.01378, 0.013578, 0.012357, 0.1084, -0.044965, -0.136359, -0.114561, 0.146628, -0.031857, 0.033888, -0.019881, 0.00304, 0.003564, 0.029264, -0.03233, 0.044746, 0.04242, 0.011394, -0.049305, 0.015821, 0.003137, 0.00185, -0.013741, 0.016203, -0.025028, -0.007087, -0.006321, 0.01028, -0.142863, 0.052506, -0.068792, -0.029361, 0.018027, 0.041601, 0.003189, 0.195818, -0.01975, -0.014, 0.092709, -0.092062, 0.089081, 0.12774, 0.065696, 0.151396, -0.129647, -0.026863, 0.031618, 0.022809, -0.022184, 0.024357, -0.011653, -0.093963, 0.013428, 0.035131, -0.027298, 0.125772, 0.068258, 0.046638, -0.047141, 0.068262, -0.153614, 0.016454, -0.02643, -0.096916, -0.026483, -0.082093, 0.094501, 0.016601, -0.090703, -0.009198, 0.012737]
        },
        {
          "name": "secedgar_dataframe_query",
          "description": "Run a single-statement SELECT against the canvas dataframes registered by secedgar_fetch_frames, secedgar_search_filings, and secedgar_get_financials. Read-only: writes, DDL, DROP, COPY, PRAGMA, ATTACH, and external-file table functions are rejected. System catalogs (information_schema, pg_catalog, sqlite_master, duckdb_*) are denied at the bridge layer — list dataframes via secedgar_dataframe_describe. Optional register_as chains the result as a new dataframe with a fresh TTL.",
          "embedding": [0.034924, 0.066421, 0.090667, 0.06506, 0.169894, 0.066951, -0.074949, 0.015685, -0.013019, 0.023202, 0.011896, 0.027463, -0.064599, -0.020216, 0.076973, -0.061741, 0.037497, -0.076109, 0.082488, -0.094875, -0.020932, -0.012052, 0.012054, 0.06478, -0.08554, -0.01786, -0.004892, 0.056287, -0.048355, 0.046436, 0.023721, 0.137692, -0.002054, 0.122787, 0.01317, -0.000646, -0.060166, 0.034817, 0.010253, -0.101125, -0.138935, -0.033017, 0.013485, 0.0915, 0.077881, -0.003129, -0.136418, 0.087101, -0.018659, 0.018618, -0.103907, 0.056971, -0.019889, -0.006384, -0.021963, 0.088462, 0.033268, 0.015431, 0.022753, -0.000268, 0.021787, -0.026309, -0.004812, -0.077673, 0.094653, 0.00316, -0.021818, -0.031188, 0.020127, 0.065336, 0.047189, 0.059352, -0.073536, 0.096515, 0.129996, 0.01841, -0.017164, 0.046817, 0.085957, 0.029773, 0.008696, 0.055282, 0.035896, 0.042444, 0.007564, -0.020694, 0.001294, -0.085236, -0.009135, 0.015218, 0.030816, -0.003886, 0.03518, 0.004059, 0.000381, -0.004684, 0.000669, -0.020368, 0.068335, -0.01156, -0.152022, 0.015373, 0.044246, -0.162033, -0.02412, 0.022296, -0.076861, -0.03886, -0.072069, -0.07587, 0.015994, 0.034133, -0.088753, 0.008831, -0.037796, 0.018713, 0.032679, 0.117461, -0.056633, 0.070707, 0.073376, 0.121204, 0.015203, 0.028167, 0.022328, -0.023968, 0.044673, 0.019115, -0.032949, -0.036483, 0.030109, 0.005271, 0.040035, 0.074921, -0.123342, -0.033815, -0.019682, -0.119161, -0.040315, -0.005262, 0.018126, -0.010577, -0.061935, 0.029722, -0.04978, 0.135867, 0.027513, -0.035372, -0.068006, 0.097011, -0.027738, 0.038938, -0.015765, -0.072349, -0.10473, 0.089429, 0.105428, -0.02327, -0.052016, 0.023271, 0.04948, 0.035127, -0.067506, -0.061636, 0.073555, 0.022288, -0.002169, -0.058075, 0.016233, -0.110902, -0.067623, -0.038869, 0.020545, -0.04484, 0.034938, 0.071105, 0.026368, 0.020756, 0.075307, -0.025598, -0.055573, -0.066064, -0.022675, 0.068469, -0.073314, -0.02447, 0.007073, 0.012857, 0.106528, 0.011175, -0.168284, -0.059418, 0.181633, -0.08448, 0.027458, -0.058488, 0.00064, 0.057132, 0.037401, -0.038802, 0.033137, 0.062831, 0.037584, -0.059121, 0.053305, 0.019531, -0.010743, -0.079252, -0.037983, 0.014239, -0.030989, -0.009163, -0.021966, -0.044004, 0.074037, -0.066327, -0.022659, 0.070065, 0.059574, 0.005989, 0.154397, -0.01688, -0.040142, 0.074618, -0.052366, 0.121802, 0.101555, 0.085262, 0.133842, -0.153851, 0.012287, 0.010081, 0.014477, 0.013891, 0.008546, -0.030895, -0.055609, -0.038864, 0.01964, -0.00731, 0.110991, 0.088108, 0.036542, -0.023726, 0.016662, -0.130613, -0.007791, 0.001603, -0.03845, -0.042347, -0.089785, 0.098186, -0.068021, -0.064901, 0.033748, -0.018475]
        }
      ],
      "embedding": [0.055651, 0.063128, 0.146645, -0.010752, 0.139264, 0.029169, -0.018626, 0.005852, 0.003722, 0.027534, -0.075688, 0.011892, -0.017309, -0.016632, 0.04297, -0.041845, -0.023518, -0.062852, 0.096602, -0.090577, -0.051715, -0.001589, 0.008643, 0.023431, -0.034323, -0.038899, -0.053471, 0.023698, -0.053011, 0.033504, -0.076386, 0.114209, -0.015292, 0.093835, -0.023465, 0.020499, -0.025219, 0.042604, -0.073558, -0.086949, -0.088527, -0.082455, 0.01371, 0.056724, -0.047219, -0.067017, -0.179897, 0.075287, 0.003942, 0.027195, -0.068204, 0.107645, -0.066423, 0.015482, -0.020361, 0.055002, 0.022158, 0.016268, -0.018648, -0.005923, 0.110322, -0.041304, 0.031094, -0.085253, 0.074528, -0.008291, -0.028095, -0.085881, -0.066026, 0.095673, 0.072802, 0.060344, -0.030784, 0.040842, 0.076667, -0.078983, -0.039044, 0.064122, 0.012877, 0.037523, 0.037258, 0.121704, 0.01793, 0.051839, -0.012537, 0.047321, 0.063296, 0.010443, -0.056615, 0.055268, 0.020736, -0.061378, -0.023726, 0.018954, 0.043946, -0.072381, -0.046167, 0.003858, 0.001916, -0.002461, -0.125657, 0.055619, 0.019207, -0.071576, -0.055595, 0.062896, -0.025657, -0.046879, -0.099264, -0.046883, -0.01579, 0.012406, -0.096667, -0.021285, -0.06738, 0.033425, 0.00319, 0.08494, 0.004998, 0.01208, 0.028633, 0.073119, 0.015508, 0.067431, 0.035983, -0.019945, 0.073839, 0.00414, 0.024001, -0.030848, 0.022498, 0.042704, 0.045756, 0.037139, -0.067497, -0.039415, -0.104778, -0.113433, -0.014126, -0.023507, -0.102773, 0.059641, -0.096077, 0.033982, 0.061598, -0.011591, -0.082453, -0.032278, -0.075581, 0.079899, -0.066267, 0.004378, 0.014098, -0.081839, -0.029752, 0.006264, 0.156457, -0.042265, -0.092311, -0.034352, -0.028706, 0.073308, -0.101392, -0.046636, 0.029767, 0.031796, -0.002376, 0.016802, 0.052265, -0.055746, -0.030638, -0.069484, 0.09887, -0.014882, 0.009667, 0.083369, 0.091673, 0.059786, 0.006654, 0.001893, -0.053624, -0.035984, -0.011129, 0.040076, -0.090683, 0.006671, -0.02171, -0.024252, 0.098894, -0.011861, -0.105819, -0.096374, 0.157294, -0.0531, 0.006528, -0.041849, 0.001144, 0.012784, -0.010734, 0.00212, 0.030009, -0.007973, 0.011688, -0.049969, -0.016124, 0.029845, 0.000625, 0.017646, -0.010032, -0.009686, -0.049609, -0.065625, 0.074554, -0.116818, 0.077182, -0.071199, -0.090982, 0.03667, 0.082936, -0.022674, 0.187357, -0.013944, -0.012311, 0.134123, -0.107707, 0.103249, 0.108612, 0.062711, 0.140024, -0.082854, -0.041025, 0.078939, 0.017314, 0.030463, 0.092152, -0.01085, -0.131711, 0.016349, 0.048758, -0.017672, 0.120127, 0.032011, -0.025467, -0.024742, 0.066729, -0.13675, 0.046939, 0.014542, -0.062728, -0.031117, -0.071317, 0.088836, 0.007414, -0.086701, -0.028231, 0.039674]
    },
    {
      "name": "smithsonian-mcp-server",
      "displayName": "Smithsonian",
      "description": "Search and explore 19.4 million Smithsonian Open Access museum objects, retrieve CC0 media, and discover cross-collection connections via MCP.",
      "category": "research",
      "endpoint": "https://smithsonian.caseyjhand.com/mcp",
      "npm": "@cyanheads/smithsonian-mcp-server",
      "github": "https://github.com/cyanheads/smithsonian-mcp-server",
      "version": "0.1.1",
      "auth": "none",
      "keywords": [
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "smithsonian",
        "open-access",
        "museum",
        "cultural-heritage",
        "cc0",
        "art",
        "natural-history",
        "edan"
      ],
      "tools": [
        {
          "name": "smithsonian_search",
          "description": "Search across 19.4 million Smithsonian objects by text query and optional filters. Filters narrow by museum unit, object type, decade, culture, geographic place, media type, and online-only availability. Returns curated summaries (title, date, museum, thumbnail URL, CC0 flag) with the total match count. The record_id in each result is the identifier for smithsonian_get_object, smithsonian_find_related, and smithsonian_get_media.",
          "embedding": [-0.04596, 0.042709, 0.16025, -0.021931, 0.088529, 0.007368, 0.05311, 0.097654, -0.088712, 0.048944, -0.036796, -0.012492, -0.005361, 0.046815, 0.044493, -0.074569, 0.024872, -0.073749, -0.000003, 0.039014, -0.059166, -0.017376, 0.032478, -0.080166, -0.105538, -0.080901, -0.03303, -0.063004, -0.105915, 0.000935, -0.132276, 0.034631, -0.01296, -0.01939, -0.074765, 0.030692, -0.08021, 0.068317, 0.036175, -0.06394, -0.085105, -0.108959, -0.003881, 0.030714, 0.048385, 0.083297, -0.087443, 0.057414, -0.049153, 0.16309, -0.078068, 0.005693, 0.081275, 0.061589, -0.017254, -0.010286, 0.003639, -0.082133, -0.021103, 0.077114, -0.008301, 0.045985, 0.064563, -0.050976, 0.097475, 0.025851, -0.108217, 0.000964, -0.008349, 0.117855, 0.151152, 0.053749, 0.03036, -0.002797, -0.11391, -0.057608, -0.032435, 0.039239, 0.02847, 0.049239, 0.028375, 0.020849, 0.076029, 0.000635, 0.01922, 0.020719, -0.037266, -0.070581, -0.024673, 0.047731, -0.017699, -0.074323, 0.053741, -0.02669, 0.027986, -0.074833, -0.012684, -0.020168, 0.042255, -0.009716, -0.051315, 0.032471, 0.032419, -0.046345, -0.158023, 0.015843, 0.0408, -0.108251, -0.022923, 0.015082, 0.045963, 0.039271, -0.128598, -0.015807, 0.012441, 0.097408, 0.026853, 0.017914, -0.032718, 0.038793, -0.05809, 0.100774, -0.050437, -0.043448, 0.022885, 0.032449, 0.037902, -0.004933, -0.037978, -0.021388, 0.048101, -0.048327, 0.01465, -0.004466, -0.024945, -0.065301, -0.051583, -0.045108, -0.007366, 0.026914, 0.018795, -0.05951, -0.071874, 0.015107, 0.025501, 0.02994, -0.076081, -0.042442, -0.026239, 0.073629, -0.077981, 0.034211, 0.09091, -0.0705, -0.101798, -0.029412, 0.096835, 0.057803, -0.03923, -0.0106, 0.09646, 0.038968, 0.009169, -0.068392, 0.020557, -0.029641, -0.043865, 0.146686, -0.060752, 0.00044, -0.02129, -0.074075, 0.045079, -0.030659, 0.017423, 0.065972, 0.150572, 0.038063, 0.015832, 0.039871, -0.089597, -0.056715, -0.042279, 0.00518, 0.012738, -0.05275, 0.04847, 0.08445, 0.005026, 0.007441, 0.03262, -0.096484, 0.042775, -0.038906, 0.065142, 0.045549, -0.021531, 0.09909, 0.037936, -0.00823, 0.08772, -0.050442, 0.126526, -0.075542, -0.11363, -0.091016, -0.039027, 0.044001, 0.083304, -0.053378, -0.011147, -0.140533, 0.038979, -0.057768, 0.117202, -0.054314, -0.022107, -0.012097, 0.034188, -0.092918, 0.173219, 0.023883, 0.009516, 0.080031, -0.105745, 0.143666, 0.0509, 0.065174, 0.004277, -0.06893, -0.055069, 0.083435, -0.007399, 0.028594, 0.01509, 0.041872, 0.041729, 0.000891, 0.01666, 0.058728, 0.022385, 0.007648, -0.033797, 0.03839, 0.057687, -0.077076, -0.013004, -0.071538, -0.016162, 0.00976, 0.014076, 0.116141, -0.007991, -0.139958, 0.072895, 0.035416]
        },
        {
          "name": "smithsonian_get_object",
          "description": "Fetch the full catalog record for a Smithsonian object by its record_id (from smithsonian_search results). Returns all available metadata: title, dates, materials, dimensions, provenance, exhibition history, credit line, accession identifiers, and a media summary. Call smithsonian_get_media for full image URLs. Use record_id values from smithsonian_search — do not manually construct IDs.",
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        },
        {
          "name": "smithsonian_get_media",
          "description": "Return all available CC0 images for a Smithsonian object at multiple resolutions. Only CC0 (open access) images are returned — throws Forbidden when an object has media but none of it is CC0. Each image entry includes thumbnail (~120px), screen-size (~800px), and high-resolution JPEG/TIFF URLs with pixel dimensions. Use smithsonian_search with filters.cc0_only to find CC0 objects before calling this tool.",
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        },
        {
          "name": "smithsonian_explore",
          "description": "Browse Smithsonian collections by category to answer \"what does the Smithsonian have about X?\" questions. Constructs and executes a category-constrained search, then returns an overview: total count, a curated set of sample objects, and a breakdown of which museums hold matching objects. Four browse modes: museum (by unit code or name), culture (by culture term), period (by decade), medium (by object type). Use as the entry point for open-ended research.",
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        },
        {
          "name": "smithsonian_find_related",
          "description": "Discover objects across Smithsonian collections related to a given anchor object. Fetches the anchor object's metadata (culture, period, object type, maker names, topic terms), then fans out up to 4 parallel searches using different metadata signals as queries. Deduplicates against the anchor and merges results into a ranked list. Cross-museum discovery is the differentiator — an NASM aerospace anchor may surface related objects from NMNH, SAAM, and NMAH.",
          "embedding": [-0.026941, 0.010443, 0.109701, -0.005507, 0.092148, 0.037713, 0.024337, 0.10108, -0.124147, 0.043182, -0.04361, 0.064082, 0.01514, 0.07017, 0.109368, -0.044192, 0.026501, -0.133516, -0.011173, 0.02618, -0.014345, -0.01163, 0.034294, -0.057656, -0.125184, -0.001628, -0.028198, -0.073617, -0.094084, 0.04298, -0.10695, 0.004751, 0.026717, -0.038527, -0.079955, 0.040573, -0.049568, 0.077103, 0.03424, -0.120475, -0.049822, -0.079862, 0.046268, -0.017055, 0.049409, 0.117114, -0.061719, 0.080611, -0.082079, 0.123657, -0.116774, 0.065231, 0.082275, 0.083265, -0.002857, 0.044482, -0.009029, -0.037135, 0.043559, 0.062353, -0.027732, 0.069896, 0.018811, -0.054607, 0.137226, 0.044065, -0.062552, -0.019883, -0.02395, 0.135862, 0.158512, 0.024963, -0.05244, 0.015722, -0.026641, -0.061274, -0.046802, 0.041154, 0.007134, 0.007601, 0.012248, 0.08561, 0.102714, 0.087384, 0.050659, -0.016543, -0.043876, -0.096482, -0.059389, 0.099002, -0.010332, -0.048425, 0.075353, 0.018531, 0.06906, -0.022356, 0.005714, 0.007361, 0.037833, -0.007448, -0.050358, -0.03903, 0.038746, 0.004337, -0.069192, -0.012814, 0.003191, -0.096521, -0.064222, 0.038913, -0.032348, 0.079232, -0.128912, -0.000593, -0.004207, 0.045108, 0.032576, -0.002079, -0.030182, 0.022515, -0.056039, 0.128183, -0.109294, -0.077378, 0.002468, 0.055553, 0.066691, -0.070874, -0.108523, 0.009138, 0.033102, -0.046791, -0.030304, 0.069431, -0.067244, -0.044821, -0.022577, 0.027701, 0.010227, -0.02501, 0.017803, -0.101396, -0.041057, -0.019663, -0.009866, 0.061254, -0.119009, -0.021295, -0.034073, 0.107131, -0.040021, 0.029171, 0.046131, -0.015934, -0.109501, -0.016364, 0.135183, 0.040161, -0.095908, 0.032555, 0.076201, -0.053015, -0.005913, -0.056609, -0.03918, -0.01671, -0.068946, 0.072991, -0.056855, -0.017002, 0.013555, -0.006819, 0.039361, 0.012869, -0.015389, 0.062647, 0.116035, 0.019811, 0.021339, 0.069621, -0.072589, -0.027448, -0.05188, -0.019041, -0.002046, 0.046923, 0.041974, 0.085628, -0.074905, -0.025622, -0.028153, -0.026906, 0.085254, -0.046389, 0.049852, 0.011493, -0.050378, 0.099097, 0.062364, 0.024811, 0.132701, -0.02167, 0.072736, -0.057643, -0.081289, -0.091721, 0.007128, -0.01218, 0.070786, -0.023436, -0.014864, -0.11493, 0.007771, -0.019508, 0.10377, -0.001333, -0.006335, -0.034387, -0.011442, -0.065558, 0.157963, -0.012975, 0.019439, 0.090997, 0.0115, 0.126556, 0.03948, 0.022104, -0.017035, -0.006658, -0.010267, 0.056728, 0.018881, 0.006029, 0.018349, 0.083616, 0.1136, 0.053395, 0.030589, 0.04577, -0.030608, 0.089221, -0.044539, 0.02172, 0.096669, -0.056145, -0.027943, -0.075879, -0.038948, 0.067051, -0.047491, 0.10041, 0.03887, -0.130814, -0.001305, 0.0287]
        }
      ],
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    },
    {
      "name": "socrata-mcp-server",
      "displayName": "Socrata",
      "description": "Search and query government open-data portals (Socrata SODA API) via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://socrata.caseyjhand.com/mcp",
      "npm": "@cyanheads/socrata-mcp-server",
      "github": "https://github.com/cyanheads/socrata-mcp-server",
      "version": "0.1.5",
      "auth": "none",
      "keywords": [
        "open data",
        "government data",
        "public datasets",
        "civic data",
        "municipal data",
        "open government",
        "data portals",
        "city data",
        "government datasets",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "ai",
        "bun",
        "stdio",
        "streamable-http",
        "socrata",
        "open-data",
        "soda-api",
        "government-data",
        "civic-data",
        "typescript"
      ],
      "tools": [
        {
          "name": "socrata_find_datasets",
          "description": "Search for datasets across all Socrata-powered government open-data portals, or scope to one portal with the domain parameter. Returns dataset IDs, names, abbreviated column lists, domains, and update timestamps. Use socrata_get_dataset to fetch the full typed column schema before writing queries — columnNames here are preview-only and lack type information.",
          "embedding": [0.042194, -0.006164, 0.113928, 0.092712, 0.014571, 0.066254, 0.02943, 0.110518, -0.063201, -0.023938, -0.027795, -0.000612, -0.084621, -0.026193, 0.052406, -0.054282, 0.038836, 0.047832, -0.023062, -0.027967, 0.036972, 0.062725, 0.023498, -0.027414, 0.01323, -0.025955, 0.045703, 0.037726, -0.089022, 0.087581, -0.148033, 0.067794, -0.005618, 0.017885, -0.02077, 0.084843, -0.02958, 0.05378, -0.02448, -0.076677, -0.021346, -0.110434, -0.048623, 0.066381, -0.002108, -0.005368, -0.168659, 0.054132, -0.047379, 0.088937, -0.073969, 0.084917, 0.004492, 0.040767, 0.009445, 0.058902, 0.026953, -0.099786, 0.02854, 0.008031, 0.098057, 0.028231, 0.086543, -0.119936, 0.146144, -0.019798, -0.035801, -0.016303, 0.014764, 0.026118, 0.091186, 0.045829, 0.031748, 0.060892, 0.027362, -0.051798, -0.054413, 0.063724, 0.067353, -0.039303, -0.033242, -0.021601, 0.101586, -0.039814, 0.071524, -0.022329, -0.002213, -0.090675, -0.019029, 0.068849, -0.004621, -0.046578, 0.022464, -0.038377, 0.011296, -0.080186, -0.024481, 0.008874, 0.031399, 0.097936, -0.141853, 0.03672, 0.023321, -0.020443, -0.086127, 0.026925, -0.03922, -0.053837, 0.002316, 0.057368, -0.011156, 0.035181, -0.079809, 0.109046, 0.00498, 0.083618, 0.05958, -0.009621, -0.05436, -0.005791, -0.020566, 0.007885, -0.052119, 0.054353, 0.104558, 0.055803, 0.065526, 0.031151, 0.113585, 0.011528, -0.01562, 0.018355, -0.038486, 0.074427, 0.030113, -0.039506, -0.083111, 0.037414, 0.093304, 0.052635, 0.006732, 0.043216, -0.037394, 0.07857, 0.075143, 0.036137, -0.100855, -0.088633, -0.019344, 0.050318, -0.022341, 0.059761, 0.075318, 0.042269, 0.01071, 0.00264, 0.058996, 0.03645, -0.087055, 0.024618, 0.031182, 0.090093, -0.028053, -0.081845, 0.074119, 0.005713, 0.003057, -0.003119, 0.080261, 0.035109, -0.071979, -0.117012, 0.078963, -0.007128, 0.076088, -0.041625, 0.175932, 0.043318, 0.003901, 0.065474, -0.035393, -0.059997, -0.037079, 0.038774, 0.027, 0.046308, 0.078918, -0.032292, 0.066766, 0.007621, -0.031936, -0.085866, 0.100252, -0.066239, 0.093157, 0.032758, -0.052788, 0.103455, 0.049974, 0.063534, -0.001785, -0.021876, 0.061987, -0.108247, -0.035148, -0.073263, 0.053862, -0.033802, 0.063818, -0.011751, -0.079953, -0.085887, 0.012958, -0.062196, 0.079073, -0.013859, -0.082447, 0.007544, 0.076588, -0.00214, 0.201138, 0.038241, 0.057522, 0.00582, -0.134776, 0.088768, 0.084974, 0.121974, 0.107422, -0.128324, -0.023954, 0.052005, 0.074807, 0.040439, 0.07316, -0.091249, 0.010705, -0.023919, 0.004326, 0.025024, 0.063586, 0.023352, -0.001007, -0.003907, 0.025143, -0.08279, 0.073869, -0.002954, -0.022912, 0.031623, 0.026126, 0.004175, 0.080057, -0.087012, 0.067527, 0.03063]
        },
        {
          "name": "socrata_get_dataset",
          "description": "Fetch full metadata and column schema for a Socrata dataset by ID. Returns field names, data types, descriptions, row count, and licensing. Always call this before writing a socrata_query_dataset — the column types determine correct WHERE clause syntax: Number columns accept bare literals (year=2023) while Text columns require single-quoted strings (year='2023').",
          "embedding": [0.006587, 0.015484, 0.066448, 0.05582, 0.051328, 0.065182, -0.009583, 0.065601, -0.020118, 0.0363, -0.005159, 0.015619, -0.093889, -0.067379, 0.047891, 0.004011, 0.072946, 0.060972, 0.00744, -0.032798, 0.070868, 0.068061, 0.051248, -0.050131, -0.011559, -0.046165, 0.060405, 0.051132, -0.095878, 0.10982, -0.156755, 0.040521, -0.051637, -0.036024, 0.022427, 0.070767, -0.026086, 0.064675, -0.021454, -0.049964, -0.016626, -0.10036, -0.024338, 0.068275, 0.00059, 0.011954, -0.187346, 0.034309, -0.044314, 0.131967, -0.047381, 0.091501, -0.024217, 0.077681, 0.043008, 0.033823, 0.019019, -0.078453, 0.017886, -0.002191, 0.035075, 0.018467, 0.065246, -0.127731, 0.127229, -0.059819, -0.063611, -0.022132, 0.025836, 0.078291, 0.094489, 0.054618, 0.032345, 0.063282, 0.011921, -0.022671, -0.030814, 0.0826, 0.106781, -0.036603, -0.059356, -0.003081, 0.134792, -0.04689, 0.085452, -0.031365, 0.031619, -0.105605, -0.027758, 0.042217, 0.00819, -0.035858, 0.007204, 0.01225, -0.032887, -0.084994, -0.032571, -0.000761, 0.065936, 0.071904, -0.135316, 0.111011, 0.015817, -0.061047, -0.098209, 0.027615, -0.053672, -0.032063, 0.055661, 0.037924, -0.016043, 0.02846, -0.086973, 0.114048, -0.021698, 0.06911, 0.058106, -0.026861, -0.042173, -0.01311, 0.001036, -0.025017, -0.022669, 0.055947, 0.007076, 0.055012, 0.042775, 0.074635, 0.133989, -0.012162, 0.005224, 0.017669, -0.033479, 0.111704, 0.011847, -0.079432, -0.110683, 0.01093, 0.0677, 0.073281, -0.033815, 0.042012, -0.056905, 0.039959, 0.092533, 0.051042, -0.056443, -0.095242, -0.029172, 0.085488, 0.002872, 0.074056, 0.071472, -0.030106, 0.021074, -0.019039, 0.042895, 0.02683, -0.104543, -0.004552, 0.040005, 0.068005, 0.009124, -0.070202, 0.055381, -0.003476, 0.0039, -0.000748, 0.097894, -0.009136, -0.073068, -0.097341, 0.065901, 0.002649, 0.087156, -0.027992, 0.149947, -0.017937, 0.014636, 0.080518, -0.018023, -0.038728, -0.049179, 0.023814, 0.027163, 0.022975, 0.096284, -0.06207, 0.076278, -0.019968, -0.015381, -0.077702, 0.098825, -0.060558, 0.122862, 0.014335, -0.021385, 0.125072, 0.016723, 0.09023, 0.002828, -0.004343, 0.082339, -0.069394, -0.002622, -0.068724, 0.09042, -0.011565, 0.018327, -0.014414, -0.098754, -0.039575, 0.000031, -0.094385, 0.02, -0.021888, -0.040994, 0.020944, 0.048478, 0.014306, 0.19466, 0.002128, 0.020906, -0.007846, -0.129082, 0.093649, 0.098646, 0.138397, 0.056107, -0.133883, -0.030897, 0.050533, 0.023451, 0.043046, 0.017472, -0.066722, -0.017686, -0.029567, 0.001216, 0.015645, 0.072102, 0.0448, -0.0406, -0.034754, 0.003924, -0.076679, 0.084216, -0.002723, -0.037194, 0.050631, 0.007845, 0.001372, 0.083661, -0.04884, 0.032481, 0.018429]
        },
        {
          "name": "socrata_query_dataset",
          "description": "Execute a SoQL query against any dataset on any Socrata portal. Use the search parameter for quick full-text lookup, or combine select/where/group/having/order for full analytical control. Returns rows plus the assembled SoQL string so you can learn the pattern. All SODA 2.1 row values are strings even for numeric columns — check dataType from socrata_get_dataset to determine correct WHERE quoting: Number columns use bare literals (year=2023), Text columns use single-quoted strings (year='2023'). To enumerate distinct values, use select=\"col, count(*) as n\" with group=\"col\" and order=\"n DESC\". When CANVAS_PROVIDER_TYPE=duckdb and rows fill the limit, results spill to a DataCanvas table for SQL-based analysis.",
          "embedding": [0.008864, 0.006642, 0.040383, 0.086633, 0.022301, 0.095922, -0.004267, 0.080689, -0.026148, -0.0431, -0.054304, -0.036323, -0.125645, -0.041337, 0.069453, -0.011041, 0.086843, 0.103125, 0.044618, -0.036662, 0.011119, 0.107263, -0.001974, 0.025791, -0.041483, -0.039331, 0.053066, 0.034856, -0.04641, 0.136849, -0.045715, 0.080188, -0.054033, 0.032229, 0.009533, 0.054579, -0.030661, 0.080652, 0.014948, -0.029836, -0.025209, -0.102152, 0.02087, -0.013608, 0.047935, 0.085348, -0.170867, -0.000456, -0.065415, 0.098178, -0.045993, 0.090549, -0.058167, 0.002548, 0.07516, 0.070924, -0.006576, -0.081967, -0.022045, 0.003651, 0.026213, 0.016058, 0.034982, -0.173716, 0.115511, -0.012303, -0.06177, 0.022585, -0.002035, 0.065471, 0.077856, 0.044966, 0.028812, 0.07852, -0.012899, -0.001404, -0.025568, 0.093161, 0.035962, -0.030543, -0.098917, 0.021272, 0.176676, -0.009057, 0.07398, -0.036622, 0.081353, -0.056489, -0.000938, 0.055265, 0.018099, -0.016279, 0.05892, 0.01442, -0.046748, -0.039528, 0.000946, -0.026089, 0.04668, 0.044971, -0.216482, 0.105852, 0.004184, -0.076687, -0.107893, 0.058872, -0.05499, -0.064279, 0.053645, 0.049959, -0.022373, 0.031935, -0.081611, 0.11541, -0.046352, 0.014453, 0.091503, 0.063735, -0.030589, -0.079991, 0.030598, 0.036136, -0.014705, 0.040959, 0.008991, 0.028506, -0.015768, 0.037044, 0.07404, -0.012152, 0.022632, 0.020751, 0.030264, 0.075812, -0.002705, -0.026743, -0.112107, 0.024807, 0.057371, 0.060006, 0.028365, 0.069451, -0.062636, 0.038345, -0.02083, 0.055093, -0.031183, -0.082271, -0.023948, 0.074237, -0.012856, 0.04325, 0.049497, -0.021452, -0.003776, 0.035458, -0.025839, 0.036379, -0.083075, 0.021005, 0.096689, 0.091365, 0.045558, -0.061514, 0.032442, 0.007532, -0.007075, -0.013815, 0.08444, 0.021934, -0.058807, -0.029209, -0.005415, -0.055305, 0.061559, -0.002532, 0.120878, -0.002652, 0.006932, 0.061671, -0.055228, -0.036417, 0.01449, 0.069441, 0.016549, 0.013742, 0.149257, -0.064716, 0.051735, 0.012461, -0.017911, -0.060667, 0.121511, -0.016664, 0.08157, 0.000535, -0.015601, 0.085643, 0.044624, -0.032631, 0.053668, 0.009309, 0.141121, -0.082246, -0.001951, -0.02795, 0.081842, -0.04687, 0.030841, -0.019687, -0.147478, -0.064388, -0.057712, -0.05156, 0.055105, 0.011088, -0.094682, 0.072163, 0.031602, 0.023009, 0.134336, -0.013428, 0.017149, 0.012184, -0.128936, 0.055521, 0.087721, 0.097562, 0.022347, -0.120718, 0.048271, 0.099566, 0.005624, 0.092289, -0.00169, -0.124407, 0.00474, -0.049815, 0.014869, 0.024296, 0.071873, 0.12289, -0.044811, -0.017467, -0.009827, -0.105786, 0.06259, -0.018549, 0.007838, 0.02934, -0.029012, 0.063386, 0.041078, -0.004871, 0.049867, -0.022902]
        },
        {
          "name": "socrata_list_portals",
          "description": "List known Socrata-powered government open-data portals with their domain, organization name, and dataset count. Backed by the Discovery API domains catalog. Filtering is client-side substring match on the query parameter. Use this first when you do not know which portal to target, then pass the domain to socrata_find_datasets.",
          "embedding": [0.058168, -0.015874, 0.099142, 0.064156, -0.01167, 0.070417, 0.039269, 0.153242, -0.064847, 0.006911, -0.058506, -0.021663, -0.070892, -0.0012, 0.055329, -0.053589, 0.03436, 0.054204, -0.013503, -0.058359, 0.050644, 0.068836, 0.007961, -0.051961, 0.000595, 0.001855, 0.033114, 0.027923, -0.076915, 0.122066, -0.063378, 0.093094, -0.042021, -0.007167, 0.00084, 0.105819, -0.051043, 0.010662, -0.033253, -0.055966, -0.035544, -0.16408, -0.095279, 0.010857, 0.032836, 0.035087, -0.131925, 0.066234, -0.049922, 0.107659, -0.056309, 0.104613, 0.004451, 0.038357, 0.000809, 0.032338, 0.022545, -0.081624, 0.027278, 0.028863, 0.053033, 0.058408, 0.058749, -0.101708, 0.100468, -0.003706, -0.033483, -0.006318, 0.025585, 0.000532, 0.076515, 0.026655, 0.018055, 0.073009, -0.003091, -0.062255, 0.005786, 0.05364, 0.047185, -0.063697, -0.047884, 0.023878, 0.087308, -0.06121, 0.037204, -0.031057, -0.018754, -0.050715, -0.015317, 0.071169, 0.008802, -0.066299, 0.062981, -0.057649, 0.054575, -0.090751, -0.037835, 0.014081, 0.002317, 0.107018, -0.135955, 0.03649, 0.001212, -0.059918, -0.073406, 0.036612, -0.014342, -0.043272, -0.041405, 0.069456, -0.014964, 0.033222, -0.107953, 0.080079, 0.023575, 0.042701, 0.034867, -0.022632, -0.013779, 0.008113, 0.004821, 0.054128, -0.026037, 0.068045, 0.061764, 0.01915, 0.071285, 0.090117, 0.100929, 0.016008, -0.009191, -0.002055, -0.055661, 0.081635, 0.02778, -0.060869, -0.109587, 0.042281, 0.075257, 0.032303, -0.021416, 0.036229, -0.06406, 0.056527, 0.049341, 0.062006, -0.094725, -0.050196, -0.010511, 0.027343, -0.077818, 0.112489, 0.085692, 0.07333, 0.008047, -0.006769, 0.083368, 0.044431, -0.054689, 0.102858, 0.085117, 0.096519, -0.001792, -0.054081, 0.023027, 0.042579, 0.046417, 0.003882, 0.095537, 0.073676, -0.114404, -0.064798, 0.061356, -0.000973, 0.122569, -0.073518, 0.167717, 0.051762, 0.026935, 0.06331, -0.049066, -0.070604, -0.018452, 0.052891, 0.020466, 0.026611, 0.073601, -0.033447, 0.054678, -0.003819, -0.066242, -0.068302, 0.104408, -0.026549, 0.066428, 0.066568, -0.045956, 0.083577, 0.022275, 0.047959, 0.030198, -0.018573, 0.056232, -0.118508, -0.061283, -0.036143, 0.050554, -0.030734, 0.043299, -0.011147, -0.067315, -0.031269, 0.006124, -0.076403, 0.10323, -0.017574, -0.071004, 0.046251, 0.078431, -0.018312, 0.166637, 0.012185, 0.050794, 0.032267, -0.11739, 0.086297, 0.055438, 0.095212, 0.095806, -0.101769, 0.018035, 0.042691, 0.089345, 0.036161, 0.099163, -0.146794, 0.026747, -0.032225, 0.026958, 0.043392, 0.046721, 0.054746, -0.006464, 0.029329, 0.054749, -0.119701, 0.099224, -0.01135, 0.011806, 0.005482, -0.020643, 0.012251, 0.091271, -0.064722, 0.065752, 0.004244]
        },
        {
          "name": "socrata_dataframe_describe",
          "description": "List registered tables in a DataCanvas session — schema, row count, column names, and registration time. Shows what datasets are available for SQL queries via socrata_dataframe_query. Only meaningful when CANVAS_PROVIDER_TYPE=duckdb is set. Use after socrata_query_dataset spills a large result set to canvas.",
          "embedding": [0.028402, 0.051619, 0.098853, 0.052195, 0.087604, 0.043372, -0.045921, 0.103422, -0.040733, -0.006315, 0.021959, -0.027334, -0.066082, -0.096127, 0.064334, -0.057035, 0.067934, 0.0361, 0.007648, -0.05799, 0.05692, 0.044452, -0.017724, -0.009899, -0.056241, 0.007482, 0.07765, 0.065003, -0.010334, 0.104141, -0.081659, 0.074053, -0.034298, 0.003824, 0.02097, 0.081152, -0.04737, 0.126256, 0.015173, -0.124786, 0.022412, -0.11055, -0.002733, 0.102578, 0.055248, 0.045479, -0.10736, 0.047303, -0.024643, 0.141369, -0.097711, 0.058539, 0.012976, 0.078732, 0.026883, 0.033419, 0.012595, -0.062655, -0.002277, -0.020053, 0.106227, 0.074507, 0.068205, -0.123455, 0.123652, -0.06036, -0.030562, 0.013321, 0.051283, 0.025359, 0.032368, 0.062806, -0.025285, 0.092434, -0.010459, -0.02201, -0.012115, 0.045123, 0.092894, -0.065833, -0.005767, 0.025068, 0.104921, 0.027861, 0.036165, -0.029864, 0.013411, -0.139896, -0.055751, 0.031326, 0.022978, -0.026981, 0.051462, -0.055367, -0.030791, -0.068418, 0.003827, -0.008165, 0.005492, 0.035144, -0.13204, 0.012343, 0.079159, -0.079752, -0.089159, 0.026909, -0.117045, -0.055062, 0.027209, 0.066242, 0.015064, 0.057623, -0.062729, 0.116046, -0.06304, 0.048071, 0.02877, 0.0199, -0.083864, 0.028038, 0.044611, 0.038534, -0.026822, 0.057935, 0.015668, 0.004994, 0.049361, 0.041414, 0.077293, -0.010139, 0.004105, -0.01367, -0.012603, 0.034091, 0.003888, -0.05391, -0.084665, -0.009989, 0.067234, 0.113986, 0.028792, 0.086598, 0.001877, 0.033297, 0.04983, 0.060371, -0.019931, -0.109002, -0.046119, 0.065403, -0.020074, 0.066699, 0.059076, 0.018967, 0.015881, 0.034676, 0.015392, 0.050173, -0.08531, 0.038872, 0.051475, 0.055816, 0.005696, -0.077578, 0.065053, -0.047728, -0.021128, -0.047025, 0.095771, 0.037461, -0.094557, -0.086655, 0.03563, -0.026636, 0.069313, 0.009702, 0.10509, -0.054389, 0.042262, 0.060976, -0.029483, -0.041885, -0.028376, 0.020067, -0.002527, 0.011712, 0.102373, -0.027758, 0.043821, 0.017976, -0.042746, -0.068258, 0.062804, -0.076172, 0.17765, 0.038373, -0.045766, 0.114594, 0.081307, 0.022706, 0.002757, 0.064664, 0.061911, -0.066215, 0.014687, -0.138587, 0.039362, -0.013027, 0.036965, -0.061879, -0.072041, -0.060058, -0.054267, -0.054734, 0.073398, -0.05655, -0.040455, -0.020428, 0.051217, 0.024005, 0.212773, 0.017475, 0.018196, -0.025631, -0.117002, 0.038238, 0.074732, 0.147325, 0.103687, -0.16925, 0.010316, 0.072931, -0.004604, 0.037232, -0.009706, -0.089713, 0.011518, -0.032708, 0.062875, 0.00153, 0.051745, 0.051908, -0.000942, -0.061675, 0.023813, -0.095549, 0.037185, -0.009859, -0.039119, 0.033336, -0.000722, 0.041205, -0.010264, -0.054757, 0.062041, 0.044362]
        },
        {
          "name": "socrata_dataframe_query",
          "description": "Run SELECT-only SQL against a DataCanvas table populated by socrata_query_dataset. DuckDB infers types from spilled data, so numeric columns that SODA returned as strings become queryable with numeric comparisons (year > 2020, amount < 500). Only works when CANVAS_PROVIDER_TYPE=duckdb is set. Use socrata_dataframe_describe to see registered tables and their schemas.",
          "embedding": [0.005611, 0.024229, 0.098876, 0.106026, 0.114005, 0.053034, -0.027841, 0.108496, -0.037764, -0.003837, -0.011041, 0.001412, -0.084844, -0.054064, 0.076798, -0.041923, 0.061849, 0.010318, 0.071239, 0.001666, 0.019774, 0.003052, -0.044128, 0.004079, -0.046113, -0.030949, 0.100757, 0.076941, -0.056395, 0.129969, -0.037509, 0.053127, -0.045905, -0.00179, 0.03865, 0.077303, -0.049803, 0.095103, -0.013311, -0.078661, -0.044352, -0.079098, 0.034766, 0.091022, 0.061515, 0.015035, -0.096296, 0.007022, -0.066346, 0.086605, -0.061105, 0.075283, 0.004312, 0.015266, 0.025257, 0.063416, 0.020304, -0.037848, -0.009197, -0.002431, 0.054261, 0.06958, 0.02441, -0.164289, 0.117547, 0.04399, -0.041269, 0.003919, 0.010605, 0.035699, 0.037054, 0.054437, -0.016259, 0.060577, 0.005905, -0.007285, -0.041157, 0.106451, 0.088749, -0.071975, -0.02678, 0.026086, 0.125548, 0.033393, 0.090825, -0.054952, 0.04909, -0.104326, -0.043564, 0.02617, 0.044539, 0.004798, 0.050773, -0.052955, -0.046146, -0.031596, -0.01461, 0.003036, 0.03812, 0.02523, -0.149587, 0.044033, 0.05878, -0.067799, -0.131355, 0.087642, -0.124439, -0.018163, 0.046082, 0.025197, 0.029896, 0.048747, -0.045503, 0.089863, -0.076094, -0.028986, 0.047409, 0.077343, -0.044562, 0.005414, 0.120034, 0.034455, -0.007477, -0.01396, 0.008045, -0.037218, 0.023112, 0.043516, 0.080664, -0.017099, 0.04078, 0.041108, -0.054859, 0.030754, -0.002427, -0.004315, -0.134257, 0.019278, -0.00816, 0.060347, 0.017042, 0.067303, -0.041786, 0.010078, -0.017868, 0.077596, 0.076238, -0.109848, -0.040337, 0.082398, -0.052358, 0.060748, 0.035274, 0.019965, -0.049528, 0.056014, -0.045759, 0.042688, -0.061646, 0.022307, 0.081275, 0.040566, 0.033062, -0.115618, 0.060723, 0.013479, -0.042695, -0.022924, 0.051212, 0.040762, -0.071074, -0.107616, 0.033433, -0.049073, 0.068951, -0.013534, 0.064352, -0.059549, 0.030187, 0.045657, -0.0687, 0.0589, -0.035813, 0.071492, -0.006063, 0.021293, 0.100897, -0.021206, 0.049585, 0.03757, -0.061644, -0.080162, 0.136344, -0.007578, 0.147711, 0.011953, -0.031291, 0.114249, 0.068635, 0.019454, 0.018845, 0.072876, 0.072599, -0.072822, 0.046234, -0.066835, 0.107641, -0.048131, 0.037673, -0.065454, -0.132551, -0.049237, -0.090898, -0.050953, 0.040264, -0.076078, -0.056268, 0.010911, -0.011379, 0.015762, 0.076909, 0.030688, 0.042569, -0.044565, -0.116624, 0.008586, 0.089608, 0.147846, 0.062435, -0.163079, 0.039603, 0.138799, 0.006303, 0.035813, -0.013718, -0.086069, 0.010227, -0.026819, 0.032185, 0.025239, 0.075111, 0.061426, -0.062921, -0.033389, -0.011692, -0.097025, 0.038155, -0.01116, -0.045628, -0.011621, -0.054213, 0.067621, -0.009813, -0.049793, 0.097128, 0.041477]
        }
      ],
      "embedding": [0.036654, 0.004703, 0.148358, 0.064106, 0.053511, 0.049931, 0.010074, 0.150814, -0.030243, -0.033921, -0.068517, -0.025056, -0.089768, -0.053054, 0.011451, -0.058606, 0.015413, 0.043509, 0.018147, -0.057771, -0.001161, 0.076202, -0.022292, -0.011803, -0.027104, -0.046697, 0.05079, 0.056159, -0.054373, 0.114225, -0.106587, 0.084417, -0.029184, 0.034775, 0.009755, 0.080677, -0.033691, 0.049364, -0.044398, -0.072566, -0.013563, -0.069589, -0.055948, 0.034042, -0.014301, 0.055025, -0.157881, 0.072259, -0.070449, 0.119999, -0.072437, 0.093732, -0.017359, 0.037741, 0.021325, 0.04806, 0.02804, -0.095688, 0.042221, 0.043218, 0.103872, -0.00099, 0.072468, -0.146325, 0.091979, -0.031229, -0.047259, -0.0029, 0.001898, 0.005306, 0.074171, 0.0474, 0.012613, 0.061491, 0.005575, -0.092195, -0.012773, 0.093248, 0.022173, -0.037719, -0.003504, -0.016673, 0.088285, -0.022864, 0.039269, -0.002014, 0.038026, -0.061389, -0.02383, 0.066441, -0.017293, -0.036034, 0.028087, -0.034608, 0.061832, -0.061911, -0.052007, -0.001967, 0.017223, 0.110551, -0.143315, 0.041007, 0.030547, -0.018508, -0.096457, 0.068897, -0.017299, -0.03175, -0.00841, 0.056698, -0.002653, 0.041392, -0.075404, 0.073085, -0.056795, 0.077038, 0.060055, -0.031782, -0.072358, -0.007082, 0.005046, 0.00208, -0.037337, 0.075664, 0.075537, 0.024419, 0.086402, 0.022574, 0.106456, 0.030131, 0.022511, 0.022169, -0.036388, 0.056372, 0.007772, -0.032876, -0.120964, 0.015082, 0.057855, 0.026068, -0.022096, 0.079842, -0.034001, 0.042455, 0.057999, 0.05228, -0.12689, -0.042814, -0.057842, 0.013986, -0.043739, 0.064356, 0.094211, 0.055139, -0.00327, 0.024866, 0.050483, 0.041705, -0.056879, 0.045847, 0.064725, 0.082167, -0.041848, -0.087628, 0.08374, 0.026968, -0.018149, 0.021062, 0.071433, 0.043584, -0.054306, -0.103666, 0.09568, -0.032359, 0.084218, -0.049712, 0.168417, 0.064232, 0.010874, 0.06239, -0.04954, -0.043645, -0.031081, 0.051551, 0.005914, 0.020095, 0.076387, -0.022699, 0.042934, 0.000929, -0.034697, -0.102644, 0.108331, -0.090334, 0.082906, 0.043766, -0.074414, 0.088358, 0.038231, 0.064908, 0.050221, -0.020898, 0.066354, -0.105813, -0.047728, -0.073641, 0.057755, -0.028025, 0.041849, -0.008057, -0.093308, -0.066839, -0.000664, -0.084013, 0.080694, -0.012088, -0.134947, 0.02273, 0.055584, 0.006358, 0.168174, 0.002953, 0.058769, 0.049431, -0.088449, 0.080887, 0.067802, 0.126163, 0.101409, -0.13831, 0.007241, 0.052713, 0.042069, 0.051592, 0.075725, -0.073759, 0.016254, -0.020969, 0.022624, -0.024456, 0.051501, 0.016409, -0.022224, -0.028648, 0.039644, -0.098051, 0.089442, 0.028378, -0.003324, 0.032313, -0.028072, 0.046426, 0.075051, -0.079675, 0.076024, 0.012276]
    },
    {
      "name": "usaspending-mcp-server",
      "displayName": "USASpending",
      "description": "Access US federal award, recipient, agency, and spending analytics data from USAspending.gov via MCP. STDIO or Streamable HTTP.",
      "category": "government",
      "endpoint": "https://usaspending.caseyjhand.com/mcp",
      "npm": "@cyanheads/usaspending-mcp-server",
      "github": "https://github.com/cyanheads/usaspending-mcp-server",
      "version": "0.1.5",
      "auth": "none",
      "keywords": [
        "government spending",
        "federal budget",
        "federal contracts",
        "grants",
        "public spending",
        "taxpayer money",
        "federal awards",
        "procurement",
        "government finance",
        "spending data",
        "federal grants",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "federal-spending",
        "usaspending",
        "government-contracts",
        "government-grants",
        "treasury",
        "federal-awards",
        "data-act",
        "government-procurement",
        "fiscal-policy"
      ],
      "tools": [
        {
          "name": "usaspending_list_agencies",
          "description": "List all top-tier federal agencies with toptier codes, agency slugs, budget authority amounts, and obligation totals for the current fiscal year. Use this as the entry point for agency navigation — toptier codes and agency slugs are required inputs for usaspending_get_agency and agency-based filters on spending analysis tools.",
          "embedding": [0.091718, 0.066064, 0.078839, 0.087679, 0.002612, 0.053694, 0.010962, 0.12145, -0.065762, -0.054649, -0.001445, 0.005706, -0.01933, -0.027129, 0.050424, -0.042966, -0.011239, 0.07479, -0.016716, -0.000279, 0.055549, 0.086056, -0.004648, -0.048423, 0.003687, -0.057272, 0.003864, -0.037061, -0.084658, 0.130075, -0.061716, -0.050912, -0.062224, 0.065562, -0.01729, 0.015603, -0.048049, 0.041951, 0.008825, -0.118041, -0.02361, -0.061422, -0.082976, 0.05416, -0.004827, -0.006468, -0.103063, 0.016415, -0.003249, 0.073223, -0.08272, 0.067039, 0.038885, -0.001627, -0.011761, -0.024422, 0.037242, -0.099098, -0.080979, 0.022819, 0.017865, -0.029751, 0.066861, -0.079969, 0.067007, -0.037867, 0.00228, 0.030241, -0.063169, 0.029173, 0.0418, 0.040609, 0.102873, 0.078208, 0.025393, -0.03219, -0.079576, 0.000102, -0.065422, 0.042768, -0.038204, 0.02409, 0.006277, -0.039378, -0.010098, 0.071936, 0.006524, -0.117445, -0.015856, 0.095522, 0.008367, -0.087232, -0.042395, -0.009231, 0.075028, -0.135148, -0.027369, 0.054349, 0.060221, -0.009358, 0.041343, 0.001864, 0.070266, -0.054952, -0.073957, 0.092759, -0.00063, -0.074162, -0.076708, -0.030583, 0.057036, 0.020717, -0.067724, 0.025078, -0.065658, 0.050785, -0.086584, 0.031196, -0.122421, 0.034532, 0.119525, -0.015922, 0.01412, -0.033466, 0.08395, 0.009588, 0.108211, -0.079469, 0.028946, 0.040541, 0.087, 0.063118, -0.025634, 0.047579, 0.022614, -0.087318, -0.103547, 0.022218, 0.042314, 0.078398, 0.002591, 0.006219, -0.098284, -0.048403, -0.000087, -0.095152, -0.091049, -0.005882, -0.074054, 0.166899, 0.048045, 0.015027, 0.033404, 0.113882, -0.00723, -0.010106, 0.179478, 0.034095, 0.019742, 0.086756, 0.03201, 0.05403, 0.017685, -0.000236, 0.072483, 0.022371, -0.02946, 0.069642, -0.10255, -0.010485, -0.064491, -0.117345, 0.05012, -0.060891, 0.145177, -0.06375, 0.094101, 0.054079, 0.051223, 0.045441, 0.007485, 0.03761, -0.033805, 0.052047, -0.012492, 0.00214, 0.053948, -0.051205, 0.010002, 0.023654, -0.021632, -0.061893, 0.062244, -0.024778, 0.114054, 0.14305, 0.02205, -0.010995, 0.104703, -0.004558, 0.080557, 0.081928, 0.125887, -0.032219, -0.124117, -0.007424, -0.008698, 0.04996, 0.050684, 0.04651, -0.006261, -0.08491, -0.019636, -0.067038, -0.017715, -0.004966, -0.06435, 0.029913, 0.065563, 0.01162, 0.11822, -0.028643, -0.013803, 0.081706, -0.218783, 0.031804, 0.076939, 0.032734, 0.030217, -0.063323, 0.029111, 0.066796, -0.010206, 0.001103, 0.031412, -0.017366, -0.043817, 0.015446, 0.032133, -0.00223, -0.046152, -0.022591, -0.0211, 0.021416, 0.036174, -0.123076, 0.116205, -0.030977, 0.009515, -0.00957, -0.071371, 0.080062, 0.090441, -0.074045, -0.02905, 0.023524]
        },
        {
          "name": "usaspending_autocomplete",
          "description": "Look up valid code values for filter fields by searching free-text descriptions. Use the type parameter to select the lookup table: naics (NAICS industry codes), psc (product/service codes), cfda (CFDA/Assistance Listing program numbers), awarding_agency (agency names and IDs), or recipient (recipient names and IDs). Call this before filtering awards when you know a description but not the exact code. Returns matching codes and names for use in other tool filters.",
          "embedding": [0.055203, 0.024088, 0.054422, 0.085765, 0.037855, 0.108961, -0.001305, 0.101837, -0.081295, -0.0536, -0.024357, -0.031379, -0.085453, -0.024535, -0.028461, 0.030355, 0.060771, 0.079503, -0.041783, 0.019528, 0.000753, 0.077079, 0.068264, 0.042296, -0.008317, -0.031076, -0.01171, -0.026772, -0.028516, 0.101999, -0.01161, 0.010558, -0.047658, -0.006225, -0.043443, 0.006718, -0.026056, 0.027844, -0.003838, -0.051361, -0.053999, -0.11164, -0.052492, 0.061648, 0.008953, -0.002304, -0.084018, 0.023481, -0.067898, 0.044562, -0.070371, 0.048114, 0.025608, 0.009497, 0.020828, 0.022606, 0.057634, -0.095797, -0.053658, -0.018721, 0.011621, -0.016908, 0.010828, -0.092853, 0.141389, -0.083193, -0.049688, -0.008665, -0.031721, 0.077225, 0.068454, 0.033457, 0.081865, 0.08075, 0.072761, -0.009834, -0.092814, 0.031629, -0.006751, 0.05014, -0.046558, 0.023578, 0.010878, -0.020748, 0.014008, -0.002224, -0.021867, -0.133706, -0.026399, -0.040014, 0.010971, -0.051326, -0.043597, -0.044112, 0.04846, -0.114084, -0.03374, -0.018494, -0.014936, 0.018932, -0.033301, -0.016236, -0.020811, -0.04922, -0.07137, 0.095288, -0.089894, -0.093794, -0.050402, 0.019613, 0.064574, 0.017603, -0.0796, 0.113738, -0.084873, 0.064845, -0.018071, 0.107829, -0.071544, 0.081064, 0.036349, 0.033881, -0.042625, 0.020394, 0.045375, 0.025391, 0.050259, 0.066118, 0.020586, 0.062514, 0.106631, 0.062817, -0.067608, 0.104453, 0.018633, -0.021458, -0.070804, -0.004864, 0.007709, 0.119117, 0.040853, -0.003253, -0.098848, -0.03264, -0.004888, -0.014837, -0.059317, -0.036428, 0.050978, 0.135858, 0.018943, 0.032074, 0.09275, 0.070031, 0.017211, -0.002373, 0.161547, 0.04242, -0.05311, 0.048835, 0.076968, 0.075761, -0.054735, -0.050443, 0.018405, 0.075661, 0.02303, 0.077854, -0.030965, 0.029881, -0.046858, -0.124054, 0.063606, -0.054877, 0.167502, -0.056335, 0.073157, -0.004638, 0.017675, -0.04462, -0.072725, 0.035795, -0.053547, 0.023138, -0.010915, 0.001931, 0.112687, -0.042337, -0.018296, 0.083446, -0.04679, -0.063108, 0.109132, -0.07829, -0.003475, 0.048075, -0.031923, 0.080147, 0.122678, 0.005371, 0.041909, 0.011192, 0.137825, -0.035078, -0.086839, -0.030755, 0.044225, 0.048931, 0.007389, 0.007557, 0.007795, -0.115484, -0.032275, -0.096718, 0.01765, -0.003229, -0.105614, 0.033493, 0.048567, 0.003692, 0.149876, 0.046299, -0.079143, 0.027474, -0.161927, 0.103578, 0.078487, 0.06984, 0.017291, -0.055716, -0.019323, 0.14856, 0.025602, 0.028496, 0.021303, -0.000693, -0.035212, 0.052892, 0.012702, 0.091758, -0.006201, 0.027393, -0.077533, -0.012841, -0.065705, -0.155031, 0.102832, -0.00839, 0.005203, -0.022645, -0.045718, 0.146989, 0.0537, -0.083004, -0.026788, 0.00088]
        },
        {
          "name": "usaspending_search_awards",
          "description": "Search federal awards by keyword, recipient, agency, award type, NAICS code, location, or date range. Returns ranked award summaries including recipient names, amounts, awarding agencies, and generated award IDs for use with usaspending_get_award. Award types: A/B/C/D = contracts, 02/03/04/05 = grants, 06/10 = direct payments, 07/08 = loans, IDV_A/IDV_B/IDV_C/IDV_D/IDV_E = IDVs. Dates must be ISO 8601 (YYYY-MM-DD). Earliest data: 2007-10-01 via search API. DoD contracts have a 90-day publication lag.",
          "embedding": [-0.001639, 0.018174, 0.105156, 0.043045, -0.019855, 0.013194, -0.026425, 0.128556, -0.095462, -0.067151, 0.029173, 0.056344, -0.038064, 0.021584, -0.021098, -0.002474, 0.019034, 0.009016, 0.028917, 0.038878, 0.001297, 0.10405, 0.024951, 0.003983, -0.013927, 0.00242, -0.011078, -0.077794, -0.065987, 0.049341, -0.060951, -0.072482, 0.062981, 0.033245, -0.079447, 0.027332, -0.047521, 0.043295, 0.045238, -0.059943, 0.016805, -0.106564, -0.037042, 0.00788, -0.029426, -0.006972, -0.068105, -0.060875, 0.013607, 0.017875, -0.11453, 0.033044, 0.000938, 0.00174, 0.002312, 0.068231, 0.071453, -0.134981, -0.105145, 0.021396, 0.031222, -0.081323, 0.038376, -0.12249, 0.13185, -0.023845, -0.03712, 0.045352, -0.051497, 0.047428, 0.090575, 0.035959, 0.096581, 0.094201, 0.048687, -0.000346, -0.040367, 0.028329, -0.003785, 0.077487, -0.011765, -0.046707, 0.034771, -0.076115, 0.01865, 0.025629, -0.021954, -0.079358, -0.050275, 0.021461, 0.045481, -0.001857, 0.021358, -0.019398, 0.025197, -0.120897, -0.035821, 0.013074, 0.007413, -0.023135, 0.077283, -0.001371, -0.018566, -0.030058, -0.026862, 0.082356, -0.12325, -0.092227, -0.084527, -0.007826, 0.041793, 0.05786, -0.062092, 0.055435, -0.080798, 0.104609, -0.047401, 0.072789, -0.166037, 0.004501, 0.005576, 0.035902, -0.048234, -0.018661, 0.024787, 0.021364, 0.150551, -0.029904, 0.009993, 0.048454, 0.068507, 0.039273, 0.0034, 0.067281, 0.018448, -0.029958, -0.10825, 0.054316, 0.053192, 0.070656, -0.034055, -0.009105, -0.126092, -0.009818, 0.054765, -0.096611, -0.088903, -0.08707, -0.060162, 0.101036, 0.03079, 0.021877, 0.051144, 0.101297, -0.032251, -0.018827, 0.165787, 0.092796, -0.054544, 0.047887, 0.01926, 0.134563, -0.037158, -0.031699, 0.037422, 0.012137, 0.024813, 0.107956, -0.13017, 0.059181, -0.047913, -0.089934, 0.06556, 0.011193, 0.101046, 0.009597, 0.058108, 0.067068, 0.069169, -0.023864, 0.029571, 0.03803, -0.026348, 0.049961, 0.029326, 0.004123, 0.05141, 0.014988, 0.009968, 0.062963, -0.06743, -0.095877, 0.068442, -0.069341, 0.035801, 0.059613, 0.011992, 0.034446, 0.055694, -0.017127, 0.083515, 0.000857, 0.107432, -0.072169, -0.13969, -0.057751, 0.010169, 0.052271, 0.037104, 0.032465, 0.001717, -0.105903, -0.022222, -0.082408, 0.008631, -0.009615, 0.011032, -0.003941, 0.063828, -0.025327, 0.14176, 0.075162, -0.017353, 0.107376, -0.200847, 0.002, 0.095916, 0.031877, 0.043252, -0.06929, 0.015256, 0.072598, 0.047323, 0.031224, 0.06066, -0.009729, -0.084583, 0.026241, 0.02967, 0.039784, -0.023581, -0.010028, 0.006514, -0.017184, 0.01047, -0.084351, 0.080124, -0.049862, -0.012223, 0.007272, -0.123295, 0.143993, 0.044035, -0.055145, -0.023959, 0.042399]
        },
        {
          "name": "usaspending_get_award",
          "description": "Fetch full details of a federal award by its generated unique award ID. Returns contract or assistance award data including recipient info, agency hierarchy, period of performance, place of performance, funding account linkages (account_obligations_by_defc), parent IDV information, and subaward count. Use generated_internal_id values from usaspending_search_awards as input. Recipient hashes can be passed to usaspending_get_recipient; NAICS codes can be used in usaspending_search_awards filters.",
          "embedding": [0.066899, 0.035449, 0.118531, 0.040284, -0.004183, 0.042327, 0.004613, 0.112702, -0.070144, -0.08564, -0.028338, -0.011041, -0.016933, -0.072447, -0.034256, -0.005407, 0.02828, 0.032134, 0.018317, 0.004147, 0.013864, 0.093996, 0.010072, -0.010861, -0.026498, 0.032651, -0.006562, -0.053987, -0.089872, 0.082807, -0.106653, -0.055537, 0.032362, -0.00768, -0.045327, -0.000598, -0.081742, 0.040567, 0.022291, -0.074678, 0.028512, -0.049056, -0.066305, 0.028913, 0.029651, -0.052637, -0.07528, 0.012067, 0.010693, 0.028722, -0.11125, 0.055898, -0.029335, 0.0239, 0.05343, 0.05445, 0.005901, -0.121837, -0.075786, 0.009662, -0.015532, -0.034391, 0.089445, -0.03783, 0.1243, -0.046163, 0.025023, 0.039503, -0.045087, 0.104041, 0.08798, 0.013499, 0.073412, 0.091837, 0.052229, 0.001946, -0.037858, 0.061339, 0.039331, 0.027168, -0.070564, -0.015097, -0.009843, -0.119609, 0.001443, -0.005796, -0.038908, -0.098255, -0.0229, 0.026354, -0.009118, -0.038032, -0.039764, -0.008851, 0.044091, -0.09472, 0.004488, -0.063555, 0.032908, 0.001388, 0.065148, -0.073037, -0.047873, -0.073573, -0.10615, 0.106348, -0.097076, -0.078687, -0.078047, -0.042836, 0.044348, 0.048024, -0.083546, 0.110801, -0.05336, 0.110742, -0.070996, 0.079601, -0.088957, 0.006511, 0.016902, 0.011221, -0.010398, -0.015464, 0.038685, 0.019562, 0.108333, -0.056384, 0.038878, 0.064101, 0.040732, 0.060076, -0.000124, 0.154655, -0.031061, -0.057208, -0.095189, 0.035603, 0.027183, 0.095326, -0.004658, -0.003535, -0.136058, -0.015811, 0.010407, -0.015083, -0.058896, -0.070165, 0.033837, 0.11871, 0.069967, 0.016617, 0.078726, 0.035613, -0.024127, 0.001437, 0.154604, 0.038674, -0.065519, 0.100024, 0.036319, 0.144364, 0.001356, 0.006694, 0.013487, 0.047369, -0.010549, 0.08175, -0.077014, -0.020297, -0.019997, -0.100723, 0.04091, 0.035163, 0.168543, 0.011328, 0.042262, 0.017778, 0.077895, 0.018153, -0.050808, 0.006989, -0.05585, 0.069685, 0.021055, -0.007633, 0.02029, -0.063153, 0.011233, 0.077555, -0.025066, -0.103604, 0.067584, -0.105349, 0.030198, 0.061137, 0.007655, 0.081246, 0.070601, 0.007716, 0.024504, 0.011498, 0.140534, -0.095165, -0.100989, -0.043963, -0.006357, 0.01945, 0.073071, 0.032959, -0.026778, -0.125529, 0.014235, -0.109222, -0.057038, 0.034596, -0.041503, -0.031862, 0.054558, 0.037913, 0.141845, 0.044927, 0.006104, 0.072028, -0.151409, 0.080058, 0.004848, 0.071269, 0.030615, -0.062213, -0.017405, 0.045106, 0.040642, -0.002952, 0.038663, -0.02823, -0.055516, 0.066611, 0.009844, 0.036576, -0.061937, 0.032337, -0.079849, -0.004995, 0.029108, -0.104048, 0.093365, -0.024135, -0.045981, 0.019317, -0.091463, 0.125748, 0.033495, -0.108129, 0.002235, -0.050786]
        },
        {
          "name": "usaspending_get_award_transactions",
          "description": "List individual transactions (contract modifications, grant amendments) on a federal award. Each transaction represents a change event — obligation modifications, performance period extensions, scope changes, etc. Use this to trace the spending history and obligation changes over the life of an award. Award IDs come from usaspending_search_awards (generated_internal_id field).",
          "embedding": [0.024432, 0.017386, 0.08977, -0.006525, 0.010969, -0.000619, -0.040001, 0.162675, -0.092256, -0.082413, 0.014915, 0.04449, -0.033289, -0.055493, -0.04714, 0.068372, 0.011012, -0.02347, -0.016516, -0.004303, 0.084836, 0.060132, 0.023432, 0.05401, -0.029757, 0.016249, -0.028978, -0.076845, -0.104906, 0.089624, -0.037979, -0.095613, -0.008995, 0.050939, -0.093723, 0.015947, -0.004005, 0.048899, -0.005561, -0.069973, 0.012398, -0.019121, -0.099967, 0.013264, 0.049226, -0.036506, -0.071098, -0.021697, -0.005454, 0.049466, -0.151388, 0.077482, 0.012538, -0.004748, 0.052207, 0.071782, 0.014689, -0.088521, -0.06055, -0.035958, 0.045343, -0.051858, 0.095721, -0.091858, 0.178672, -0.045021, 0.089205, 0.063627, -0.035126, 0.064986, 0.084964, -0.000835, 0.068072, 0.143869, 0.091194, 0.000738, -0.043084, 0.014267, -0.020538, 0.042781, 0.02167, -0.00542, 0.016339, -0.072682, 0.025492, -0.026856, -0.045417, -0.129706, 0.006153, 0.02297, -0.005352, -0.0264, -0.009358, -0.001599, 0.053974, -0.064425, -0.031224, -0.053423, 0.037363, -0.044024, 0.032366, -0.060029, 0.000313, -0.050448, -0.094164, 0.107977, -0.065187, -0.081592, -0.086557, 0.000455, 0.058658, 0.059872, -0.04693, 0.123373, -0.046155, 0.136446, -0.049851, 0.042256, -0.119528, 0.014564, 0.02859, -0.004527, 0.028516, -0.014248, 0.05381, 0.004153, 0.155816, -0.10476, 0.047679, -0.030224, 0.047483, 0.079946, -0.019645, 0.020401, -0.030843, -0.11356, -0.044548, 0.00026, 0.06914, 0.131255, 0.041533, -0.021599, -0.121668, -0.012526, -0.009799, -0.05485, -0.106703, -0.067792, -0.036271, 0.086628, 0.097026, -0.032944, 0.090397, 0.067475, -0.01731, 0.012599, 0.148044, 0.051987, -0.04249, 0.059394, 0.040271, 0.154849, -0.049311, 0.011106, 0.097028, 0.026179, 0.001094, 0.07178, -0.13286, -0.016698, 0.019405, -0.08198, -0.006883, -0.018684, 0.105097, -0.007945, 0.021903, 0.04966, 0.069824, -0.001106, -0.031738, -0.0012, -0.0786, 0.009729, -0.013906, 0.056812, -0.019359, -0.051322, 0.031132, 0.038459, -0.053424, -0.046611, 0.069192, -0.120536, 0.028859, 0.031229, 0.006688, 0.045919, 0.111076, 0.012118, 0.02883, 0.068349, 0.09046, -0.075785, -0.063624, -0.060535, 0.03508, 0.025752, 0.089291, -0.004447, 0.067488, -0.102214, 0.000116, -0.019187, 0.001501, -0.018947, -0.054011, -0.00642, 0.060277, -0.041358, 0.11979, 0.018584, -0.042808, 0.061052, -0.159216, 0.034718, 0.003916, 0.095277, 0.033452, -0.047051, -0.011489, 0.011976, 0.026815, -0.034794, 0.098423, 0.00168, -0.041919, 0.074066, -0.005938, 0.045837, -0.011574, 0.060337, -0.004638, 0.009616, 0.05047, -0.066346, 0.082471, 0.024599, -0.041352, -0.033021, -0.100446, 0.059069, 0.037853, -0.077837, -0.030003, 0.023524]
        },
        {
          "name": "usaspending_get_award_subawards",
          "description": "List subaward contracts or grants under a prime federal award. Reveals the sub-contractor or sub-grantee layer — the organizations that actually perform the work. Each row shows the subaward number, amount, description, action date, and recipient. Check subaward_count on usaspending_get_award first to confirm subawards exist before calling this tool.",
          "embedding": [0.108733, -0.009256, 0.141274, 0.008427, 0.028336, 0.04582, 0.037853, 0.095751, -0.093215, -0.045059, -0.002538, 0.024672, -0.048627, -0.011895, 0.023916, -0.021053, 0.051508, -0.021577, -0.043971, 0.003874, 0.044864, 0.03783, 0.036946, -0.019043, -0.05864, 0.021157, 0.033597, -0.029703, -0.065944, 0.147149, -0.071363, -0.042935, -0.001011, -0.012627, -0.056512, 0.007696, -0.02436, 0.049869, 0.036991, -0.085495, 0.01458, -0.055246, -0.078155, 0.081816, 0.031533, -0.004707, -0.123243, 0.012565, 0.033089, 0.03199, -0.117904, 0.092845, 0.00568, 0.006808, 0.002113, 0.039025, 0.049273, -0.075855, -0.059802, -0.041577, 0.003847, -0.014499, 0.054349, -0.098609, 0.08006, -0.024864, 0.039829, 0.038534, -0.024298, 0.061905, -0.027074, 0.045988, 0.055992, 0.119598, 0.092328, -0.019278, -0.009868, -0.003521, -0.041731, -0.024073, -0.081835, 0.041666, -0.024555, -0.006571, -0.035354, -0.003881, -0.030974, -0.138005, -0.063619, 0.073732, -0.003288, -0.021306, -0.000311, 0.002307, 0.062684, -0.070847, 0.009822, -0.009077, -0.005689, -0.00447, 0.05041, -0.072718, 0.00761, -0.045126, -0.142673, 0.062153, -0.062003, -0.0436, -0.104869, -0.008528, 0.074035, 0.072225, -0.099551, 0.113198, -0.035632, 0.110781, -0.083204, 0.089137, -0.092619, 0.039921, 0.096839, 0.067086, 0.039639, 0.013789, 0.024979, -0.000455, 0.113292, -0.035835, 0.05502, 0.034562, 0.03552, 0.078074, -0.072329, 0.080583, 0.052675, -0.025466, -0.079865, 0.052164, 0.060486, 0.125187, -0.023989, 0.042351, -0.124345, -0.054096, -0.007015, -0.052354, -0.095156, -0.050917, 0.004428, 0.134814, -0.02024, 0.028837, -0.015525, 0.086691, -0.028709, -0.055281, 0.203726, 0.029208, -0.034691, 0.104859, 0.041144, 0.04431, 0.042614, 0.036545, 0.022012, 0.073568, 0.006978, 0.026247, -0.088158, 0.040513, -0.100097, -0.155423, 0.030875, 0.018885, 0.109413, -0.030564, -0.03097, 0.079776, 0.094647, 0.046996, -0.015026, 0.021196, -0.05006, 0.064196, 0.012279, 0.014536, 0.011193, 0.012976, -0.008927, 0.064229, -0.052278, -0.114617, 0.01657, -0.07283, 0.051193, 0.099663, 0.001943, 0.017621, 0.103271, -0.022847, 0.056234, 0.035822, 0.063759, -0.068641, -0.093309, -0.010679, -0.007804, 0.006382, 0.073088, 0.041926, 0.040172, -0.040574, -0.002978, -0.084634, 0.03403, 0.039032, -0.027685, -0.008581, 0.065056, -0.003668, 0.161579, 0.000777, -0.031569, 0.124299, -0.182427, 0.080975, 0.066115, -0.00249, 0.027351, -0.047408, 0.052786, 0.045337, 0.022019, 0.006672, 0.051824, -0.002071, -0.047161, 0.053132, 0.011181, 0.027391, -0.069122, 0.006913, -0.014179, 0.003319, 0.031649, -0.142307, 0.091839, -0.001511, -0.007677, 0.01267, -0.143239, 0.089358, 0.03483, -0.011365, -0.044712, -0.008076]
        },
        {
          "name": "usaspending_search_recipients",
          "description": "Search for organizations or individuals receiving federal funds by name or UEI (Unique Entity Identifier). Returns recipient IDs (UUID hashes), total award amounts, business type classifications, and location data. Recipient IDs from this tool can be passed to usaspending_get_recipient for full profiles. Recipient level: P = parent organization, C = child entity, R = standalone.",
          "embedding": [0.07245, 0.040089, 0.096832, 0.061566, 0.022253, 0.091005, -0.015029, 0.14012, -0.044774, -0.108885, -0.064485, 0.00585, -0.057804, -0.029715, -0.05657, -0.029433, -0.001236, -0.004492, -0.045449, 0.014471, 0.038822, 0.09075, 0.015907, -0.024491, -0.064056, 0.014894, -0.015706, -0.034967, -0.057674, 0.089867, -0.080427, -0.027521, 0.025846, 0.011127, -0.045893, -0.010954, -0.045041, 0.026762, 0.031087, -0.083372, 0.012312, -0.072033, -0.076458, 0.026999, 0.0095, -0.093165, -0.103533, 0.0081, 0.004016, 0.040827, -0.112861, 0.037106, 0.007694, 0.012826, 0.065996, 0.020113, 0.026546, -0.148408, -0.030631, -0.051225, -0.020315, -0.021592, 0.056485, -0.107526, 0.088594, -0.036732, 0.038896, 0.010525, -0.087778, 0.028034, 0.049239, 0.062624, 0.086085, 0.136577, 0.028129, -0.016268, 0.001801, 0.029365, 0.004621, -0.006648, -0.046893, 0.029156, 0.00339, -0.073251, 0.000085, -0.008009, -0.043973, -0.065006, -0.021274, 0.077308, 0.027756, -0.050584, -0.024054, -0.017534, 0.05558, -0.086525, -0.018551, -0.057147, 0.032556, 0.006503, 0.020754, -0.038111, -0.038432, -0.029497, -0.122133, 0.079334, -0.067446, -0.069867, -0.118322, -0.020423, 0.016489, 0.103666, -0.123186, 0.066708, -0.035733, 0.119352, -0.063323, 0.062894, -0.096092, 0.030146, 0.049817, 0.042061, -0.031339, -0.021881, 0.070315, 0.037542, 0.071671, -0.009603, 0.029495, 0.073525, 0.049329, 0.059319, 0.031157, 0.096126, 0.006848, -0.02391, -0.069668, 0.012743, 0.036704, 0.091005, -0.010665, 0.023507, -0.088731, -0.033086, -0.014745, -0.007175, -0.079922, -0.052127, 0.016141, 0.119433, -0.000518, -0.012056, 0.106807, 0.078714, 0.001531, 0.01288, 0.1903, 0.00845, -0.026047, 0.059272, -0.022567, 0.096788, -0.015298, -0.044019, 0.041629, 0.091945, -0.02397, 0.09602, -0.116569, -0.008824, -0.002631, -0.075459, 0.0692, -0.000539, 0.140244, -0.028627, 0.02095, -0.000568, 0.04907, 0.015171, -0.039832, 0.022547, -0.02274, 0.057527, -0.090503, -0.000654, 0.000398, -0.023974, -0.009995, 0.11234, -0.020026, -0.133694, 0.094608, -0.062053, -0.006913, 0.088496, 0.034385, 0.041384, 0.059796, 0.012334, 0.001847, -0.01303, 0.112456, -0.055637, -0.105845, -0.048481, 0.021238, 0.050909, 0.088102, 0.040073, -0.010602, -0.089888, 0.013577, -0.101006, -0.010182, 0.034663, -0.059525, 0.002558, 0.082224, -0.028634, 0.159254, 0.042898, -0.002204, 0.109679, -0.123636, 0.122224, 0.020344, -0.027897, -0.005346, -0.069616, 0.05607, 0.123102, 0.106209, -0.011544, 0.06107, 0.006103, -0.028332, 0.031217, 0.035447, 0.003127, -0.025892, 0.029075, -0.025424, -0.028508, 0.069539, -0.134126, 0.074043, -0.032362, -0.088537, 0.025407, -0.074183, 0.119944, 0.049209, -0.141174, 0.056216, -0.033968]
        },
        {
          "name": "usaspending_get_recipient",
          "description": "Fetch a recipient's full profile including address, business type classifications, parent organization, alternate names, and total award amounts by category. Recipient IDs are UUID hashes with a level suffix (-P parent, -C child, -R standalone) from usaspending_search_recipients or usaspending_get_award. Optionally scope the award totals to a specific fiscal year and award type. UEI and DUNS values can be used to cross-reference with SAM.gov and SEC EDGAR.",
          "embedding": [0.072427, 0.056327, 0.087214, 0.018777, 0.043599, 0.09972, -0.016971, 0.165575, -0.042383, -0.091007, -0.064353, 0.009915, -0.033533, -0.024486, -0.054528, 0.017736, 0.015735, 0.013353, -0.011132, 0.021966, 0.011751, 0.07492, 0.023274, -0.020802, -0.012803, 0.030731, 0.013677, -0.030165, -0.082386, 0.06327, -0.090413, -0.038473, 0.040444, 0.006483, -0.072293, -0.057734, -0.029493, 0.043599, 0.028889, -0.094609, 0.020661, -0.08503, -0.07237, 0.009385, 0.006853, -0.142049, -0.102603, 0.027475, 0.045695, 0.034943, -0.082266, 0.048513, -0.007251, 0.030695, 0.069218, 0.016709, 0.025371, -0.123279, -0.047951, -0.037882, -0.042554, -0.017369, 0.067382, -0.107729, 0.072259, -0.038058, 0.023762, 0.02683, -0.08288, 0.062257, 0.052634, 0.060428, 0.109604, 0.108323, 0.026025, -0.00092, 0.00493, 0.016865, 0.018609, -0.041722, -0.093408, 0.017672, -0.003156, -0.041683, 0.016322, -0.013428, -0.045089, -0.042069, 0.014383, 0.058849, 0.019843, -0.057394, -0.030709, -0.049243, 0.064024, -0.087255, -0.019354, -0.045026, 0.045863, -0.000369, 0.044345, 0.001981, -0.049206, -0.058736, -0.117654, 0.089676, -0.118236, -0.080119, -0.07518, -0.022623, 0.027073, 0.072056, -0.112289, 0.091733, -0.017287, 0.112552, -0.075452, 0.059251, -0.077253, 0.018316, 0.035358, 0.044978, -0.016338, -0.046606, 0.10172, 0.037923, 0.056642, -0.007004, 0.027961, 0.091588, 0.03169, 0.044689, 0.032702, 0.094713, -0.053607, -0.072108, -0.087999, 0.051373, 0.08625, 0.063009, -0.033264, 0.021265, -0.092977, -0.038325, 0.007664, -0.000655, -0.057323, -0.05293, 0.009131, 0.184136, 0.043861, 0.014157, 0.128428, 0.051711, 0.021908, 0.024507, 0.175342, 0.02427, -0.084016, 0.071253, 0.028168, 0.103228, -0.019408, -0.006197, 0.015064, 0.088888, -0.044292, 0.040839, -0.10069, -0.022167, -0.00606, -0.071496, 0.057409, 0.0153, 0.104052, -0.00989, 0.043238, 0.024496, 0.071772, 0.008747, -0.0033, -0.013564, -0.030037, 0.040172, -0.065286, 0.019747, 0.007152, -0.064174, -0.012609, 0.089255, -0.034362, -0.123479, 0.081676, -0.041796, -0.041285, 0.057433, 0.029682, 0.044687, 0.046533, 0.045202, 0.021768, 0.003315, 0.104529, -0.071309, -0.08575, -0.037287, 0.021222, 0.012126, 0.116299, 0.045337, 0.008124, -0.079487, 0.029456, -0.071255, -0.053269, 0.017179, -0.034977, -0.015895, 0.07849, 0.006148, 0.17228, 0.040815, -0.021784, 0.094425, -0.116955, 0.108982, 0.015437, 0.004284, 0.001405, -0.046565, 0.032079, 0.062414, 0.077916, -0.021695, 0.067154, 0.001358, -0.073685, 0.026868, 0.052975, -0.018618, -0.024506, 0.06032, -0.020715, -0.001382, 0.057023, -0.118623, 0.03491, -0.006111, -0.08927, 0.023917, -0.076457, 0.14732, 0.079834, -0.148117, 0.097675, -0.026787]
        },
        {
          "name": "usaspending_get_agency",
          "description": "Fetch an agency's current fiscal year overview including mission, budget authority, obligation totals, sub-agency count, and DEF codes for disaster/emergency funding. Also returns sub-agency breakdown with transaction counts. Accepts either a 3-digit toptier_code (e.g., 097 for DoD, 012 for Agriculture) or an agency_slug (e.g., department-of-defense) — both appear in usaspending_list_agencies results and award search results.",
          "embedding": [0.065275, 0.022419, 0.051039, 0.026838, 0.010734, 0.074257, 0.033255, 0.091707, -0.069199, -0.019527, -0.001145, 0.042627, -0.006499, -0.029432, -0.020858, -0.025074, 0.02155, 0.052572, 0.022719, 0.000824, -0.01208, 0.073834, -0.017647, -0.026671, -0.039855, -0.061622, 0.009396, 0.003819, -0.10636, 0.120279, -0.102901, -0.074914, -0.07346, 0.058072, 0.002914, 0.07648, -0.089756, 0.058886, 0.040184, -0.110347, 0.012485, -0.071854, -0.090414, 0.022672, 0.0002, -0.026613, -0.108552, 0.007711, 0.008404, 0.074253, -0.080192, 0.057013, 0.011472, -0.059674, -0.017412, 0.022715, 0.039899, -0.127978, -0.076828, 0.005524, -0.021226, -0.058362, 0.092277, -0.09133, 0.019634, -0.050931, 0.000978, 0.057954, -0.034722, 0.039547, 0.050822, 0.045072, 0.042525, 0.133239, 0.033342, -0.049182, -0.077901, 0.014327, -0.03928, 0.035199, -0.038489, 0.013604, 0.049402, -0.082109, 0.025269, 0.030394, -0.008607, -0.101965, -0.039925, 0.053459, 0.005523, -0.055426, -0.01737, -0.030558, 0.071916, -0.122575, -0.044985, 0.010167, 0.020658, -0.040283, 0.076398, -0.014844, 0.04603, -0.051571, -0.060638, 0.044374, -0.045446, -0.067054, -0.087368, -0.047156, 0.086861, 0.013139, -0.042132, 0.031475, -0.019879, 0.073688, -0.036575, 0.073733, -0.110148, 0.020787, 0.12019, 0.003036, 0.020469, -0.003753, 0.048274, 0.001042, 0.104644, -0.031175, 0.04578, 0.010185, 0.075889, -0.0075, -0.009387, 0.051854, -0.016073, -0.055877, -0.119228, 0.07068, 0.065194, 0.106648, -0.042418, -0.007488, -0.146656, -0.014137, 0.029649, -0.047131, -0.086468, -0.074621, -0.035984, 0.164563, 0.058735, -0.006621, 0.028896, 0.073604, 0.031421, -0.020757, 0.160987, 0.035477, -0.046871, 0.109362, 0.016176, 0.084495, 0.010352, 0.026458, 0.061576, 0.049467, -0.002853, 0.063472, -0.060915, -0.085616, -0.102093, -0.146436, 0.045643, 0.009881, 0.139533, -0.036233, 0.085382, 0.025482, 0.060786, 0.033138, -0.019715, -0.010744, 0.013807, 0.017608, -0.031094, -0.022845, 0.058098, -0.047807, 0.01099, 0.070052, -0.002748, -0.090258, 0.057393, -0.046275, 0.096877, 0.106929, 0.008075, 0.016553, 0.119277, 0.018812, 0.064244, 0.082913, 0.143443, -0.017276, -0.058542, 0.03256, 0.034876, 0.050925, 0.064341, 0.047401, 0.020005, -0.041468, -0.015359, -0.095544, 0.000043, 0.002045, -0.047911, -0.003471, 0.068255, 0.037322, 0.115341, 0.006674, -0.053374, 0.12135, -0.213951, 0.038561, 0.115114, 0.059686, 0.033775, -0.073933, 0.028696, 0.06817, -0.016368, -0.007111, 0.050055, -0.021275, -0.047037, 0.053705, 0.02609, -0.024552, -0.030278, 0.000932, -0.010019, 0.039634, 0.045173, -0.127506, 0.104548, -0.030821, 0.020335, -0.025547, -0.103504, 0.087242, 0.074555, -0.08064, -0.033551, 0.042462]
        },
        {
          "name": "usaspending_spending_by_geography",
          "description": "Aggregate federal spending by state, county, or congressional district. Useful for per-capita analysis, regional comparisons, and mapping federal investment patterns. Geographic filters accept FIPS codes and 2-letter state abbreviations — NOT place names. Resolve place names to FIPS codes using a geocoding server (Census or OpenStreetMap) before applying location filters. Chain per-capita results with Census population data for meaningful comparisons.",
          "embedding": [0.096471, 0.002555, 0.103558, 0.067022, 0.084875, 0.137549, -0.003278, 0.122364, -0.097752, -0.075881, -0.056025, -0.061205, -0.065935, -0.055912, 0.001383, 0.056969, 0.048751, 0.015064, 0.016432, -0.025827, 0.02405, 0.071182, 0.04799, 0.028317, -0.006866, -0.021967, -0.004039, -0.031433, -0.034365, 0.108334, -0.043205, 0.080373, -0.028953, 0.084702, -0.068977, -0.026837, -0.047466, 0.078341, 0.043636, -0.05515, 0.03767, -0.050089, -0.04879, 0.034007, 0.007516, -0.002065, -0.131061, 0.033441, -0.041138, 0.002216, -0.177673, 0.084453, 0.006797, 0.035578, 0.006751, 0.024493, 0.050189, -0.16961, -0.00543, 0.025934, 0.03597, -0.027848, 0.063282, -0.03383, 0.050946, -0.026345, -0.035696, 0.028184, -0.075606, -0.005215, 0.051467, 0.079832, 0.076617, 0.161652, 0.043023, 0.034199, -0.07718, -0.00549, -0.014261, 0.015438, -0.08778, -0.022949, 0.007956, -0.112917, 0.023565, -0.01883, -0.040282, -0.120211, 0.007008, 0.101448, 0.009591, -0.060484, -0.03684, -0.057079, 0.064767, -0.10766, -0.044327, -0.009288, -0.017018, -0.001204, 0.002978, 0.030668, 0.108583, -0.055393, -0.01185, 0.060002, -0.029784, -0.046171, -0.057496, -0.006073, 0.073611, 0.081219, -0.059115, 0.049548, -0.036556, 0.043965, -0.033053, 0.058471, -0.090504, 0.062929, 0.01111, 0.065092, -0.037199, 0.006405, 0.052285, -0.048274, 0.152622, -0.015818, -0.001693, 0.049504, 0.024762, 0.047917, 0.019276, 0.125126, 0.022069, -0.083714, -0.097089, 0.033041, 0.027731, 0.042618, 0.026609, 0.029234, -0.090854, -0.017807, -0.006948, -0.077747, -0.078506, -0.037155, 0.043245, 0.098828, 0.020446, 0.025163, 0.035463, 0.105207, -0.019699, -0.025162, 0.125384, 0.031847, 0.026479, 0.057483, 0.050756, 0.063719, 0.030347, -0.040366, 0.069373, 0.049924, 0.060004, 0.064062, -0.065293, 0.049189, -0.053234, -0.130202, 0.041759, -0.002617, 0.133238, -0.072005, 0.059824, 0.106463, 0.04192, -0.033529, -0.001838, 0.03457, 0.016371, 0.003275, -0.00417, 0.027903, 0.115198, -0.046595, 0.011918, 0.066332, -0.008657, -0.118937, 0.091087, -0.122955, -0.012943, 0.092087, -0.050499, 0.004983, 0.096036, -0.008354, -0.030687, 0.018625, 0.165086, 0.006499, -0.089181, -0.096355, -0.05461, 0.01748, 0.066117, -0.041726, -0.034047, -0.112398, -0.053707, -0.044469, -0.008873, 0.025129, -0.049886, 0.041675, 0.090536, 0.029231, 0.114422, 0.006872, -0.022758, 0.067262, -0.151304, 0.065481, 0.080913, 0.036318, 0.042959, -0.07762, -0.019502, 0.025411, 0.046182, -0.024633, 0.08669, 0.03241, -0.008888, 0.038959, -0.00388, 0.021832, -0.054182, 0.015973, -0.017271, -0.031034, 0.076788, -0.058154, 0.067341, -0.01059, -0.041081, -0.015789, -0.070052, 0.096117, 0.04494, -0.010305, -0.044059, 0.097618]
        },
        {
          "name": "usaspending_spending_by_category",
          "description": "Aggregate federal spending grouped by a specific dimension: NAICS industry code, PSC product/service code, awarding agency, funding agency, CFDA assistance program, or recipient. Returns top items with obligation amounts — useful for trend and breakdown analysis. Chain NAICS codes into usaspending_search_awards filters or usaspending_autocomplete lookups.",
          "embedding": [0.080972, 0.030157, 0.095873, 0.051845, -0.010024, 0.025998, -0.003395, 0.150969, -0.083792, -0.034016, -0.006313, -0.021189, -0.045894, 0.022015, -0.035358, 0.025998, 0.007565, 0.039339, 0.026252, 0.011427, -0.028202, 0.080247, 0.025661, 0.005427, -0.015236, -0.022609, -0.012502, -0.06674, -0.073683, 0.109864, -0.075792, -0.020951, 0.003526, 0.014164, 0.000748, -0.004154, -0.061361, 0.097557, -0.003593, -0.08251, 0.009957, -0.066751, -0.095917, 0.019061, -0.003892, -0.009964, -0.133748, 0.029103, -0.036569, 0.051995, -0.095395, 0.101711, -0.005414, 0.001703, 0.012961, 0.023349, 0.037559, -0.103347, -0.083989, -0.040473, 0.024495, -0.044351, 0.089486, -0.067116, 0.107406, -0.062978, -0.024135, 0.035207, -0.09587, 0.061708, 0.0655, -0.00637, 0.063363, 0.12001, 0.04176, -0.038011, -0.039194, -0.026771, -0.027457, -0.000694, -0.014416, 0.019472, 0.05742, -0.042196, 0.024025, 0.013101, -0.001263, -0.08963, -0.000893, 0.077479, 0.011794, -0.038116, -0.039856, -0.02837, 0.063618, -0.12087, 0.001384, -0.038052, 0.034028, 0.014876, 0.062274, -0.007476, 0.021416, -0.043933, -0.038528, 0.109343, -0.046003, -0.087485, -0.093673, -0.029761, 0.100646, 0.006398, -0.054124, 0.054048, -0.085058, 0.115652, -0.065167, 0.06344, -0.09529, 0.051111, 0.031142, 0.000984, -0.026013, -0.03709, 0.043861, -0.017527, 0.15474, -0.067151, 0.072265, 0.031123, 0.071174, 0.059008, -0.06315, 0.059513, 0.037626, -0.083167, -0.074945, 0.002695, 0.048801, 0.103737, -0.041765, 0.001766, -0.108983, 0.012898, 0.008994, -0.075822, -0.112506, -0.048609, -0.016993, 0.128183, 0.039192, -0.000461, -0.025139, 0.078143, 0.016242, -0.036717, 0.182378, 0.029373, -0.020235, 0.07134, 0.051888, 0.085251, 0.023425, -0.020948, 0.100911, 0.05241, -0.023017, 0.080528, -0.08164, 0.048471, -0.031231, -0.123974, 0.031972, -0.019195, 0.085938, -0.043177, 0.075148, 0.081531, 0.037946, -0.00192, -0.03397, 0.006529, -0.00832, -0.000897, 0.002853, 0.017291, 0.072469, -0.053286, 0.0183, 0.059288, -0.021826, -0.117274, 0.061056, -0.076967, 0.040657, 0.116528, -0.019951, 0.025745, 0.075912, -0.017861, 0.074069, 0.075552, 0.130324, -0.017954, -0.116001, -0.022675, -0.012337, 0.092521, 0.02437, -0.003616, -0.002255, -0.121896, -0.009568, -0.091186, -0.003452, -0.009113, -0.077143, 0.030709, 0.059996, 0.034688, 0.159478, 0.039161, -0.047092, 0.113704, -0.212416, 0.068652, 0.069552, 0.049013, 0.027183, -0.087251, 0.010116, 0.060644, 0.009492, 0.016503, 0.048159, 0.024154, -0.062953, 0.090261, 0.029516, -0.021311, -0.03166, 0.014368, -0.005311, -0.01925, 0.037026, -0.113235, 0.065871, -0.03196, -0.011138, -0.029488, -0.06714, 0.124458, 0.047637, -0.041055, -0.038174, 0.057865]
        },
        {
          "name": "usaspending_spending_over_time",
          "description": "Fetch aggregated federal obligation amounts grouped by fiscal year, fiscal quarter, or calendar month. Filter by award type, agency, recipient, keyword, or NAICS code to trace spending trends in a specific area. Returns per-period totals and optional breakdowns by award category (contracts, grants, direct payments, loans, other).",
          "embedding": [0.00984, -0.009563, 0.104068, 0.035964, -0.012078, 0.037494, -0.008064, 0.100445, -0.097095, -0.03362, 0.012598, 0.010995, -0.05511, -0.009388, -0.039004, 0.002059, 0.022708, -0.001484, 0.050999, -0.015652, 0.020025, 0.078997, 0.00812, 0.01417, -0.024588, -0.035202, 0.00085, -0.074209, -0.072152, 0.108529, -0.045713, -0.00422, 0.012197, 0.011477, -0.041512, -0.012908, -0.085379, 0.075423, 0.017069, -0.066925, 0.034866, -0.077093, -0.086555, -0.003813, -0.027156, 0.019111, -0.117437, -0.014245, -0.023352, 0.081816, -0.131892, 0.103562, 0.001838, -0.006962, -0.007948, 0.03312, 0.039249, -0.141367, -0.127485, -0.041804, 0.019852, -0.049403, 0.097814, -0.057223, 0.064722, -0.072346, -0.026096, 0.049772, -0.087364, 0.081899, 0.059331, 0.022517, 0.052396, 0.147783, 0.021127, -0.033064, -0.018606, -0.020591, -0.058679, 0.029734, -0.022629, 0.03618, 0.065502, -0.071684, 0.01864, -0.0066, -0.019576, -0.110597, -0.015577, 0.078946, 0.030554, -0.040318, -0.014087, -0.006037, 0.062002, -0.142645, -0.01345, -0.017998, 0.029692, 0.000919, 0.07987, -0.016123, 0.048395, -0.066836, -0.042361, 0.097008, -0.095764, -0.067116, -0.10682, -0.01584, 0.07793, 0.036202, -0.062837, 0.043253, -0.052696, 0.104615, -0.039824, 0.10186, -0.124783, 0.009561, 0.031513, -0.001584, 0.01148, -0.029006, 0.008255, -0.018363, 0.179682, -0.063219, 0.065244, -0.026609, 0.0834, 0.041562, -0.050906, 0.055302, 0.028489, -0.06209, -0.074214, 0.007958, 0.035576, 0.110496, -0.019262, 0.009408, -0.111647, 0.002295, 0.03659, -0.071229, -0.095067, -0.070585, -0.001131, 0.15942, 0.064033, 0.015636, 0.010261, 0.041566, -0.025168, -0.038208, 0.161643, 0.01558, -0.043539, 0.059441, 0.04554, 0.147405, -0.016137, 0.013046, 0.090262, 0.068232, -0.013923, 0.058602, -0.079749, 0.010175, -0.041417, -0.104906, 0.042901, -0.004351, 0.082567, -0.013069, 0.076764, 0.058862, 0.016683, 0.011488, -0.026297, 0.018228, 0.006861, -0.037909, -0.018993, 0.000476, 0.039661, -0.061058, 0.031695, 0.068183, -0.003948, -0.120598, 0.104241, -0.081636, 0.079927, 0.072951, 0.021435, 0.022697, 0.077024, -0.003549, 0.036747, 0.054145, 0.120642, -0.034266, -0.107982, -0.013648, -0.003873, 0.068211, 0.046465, -0.000102, -0.024205, -0.117254, -0.008094, -0.091484, -0.011545, -0.024766, -0.061839, 0.051492, 0.041558, 0.006411, 0.169282, 0.012184, -0.00993, 0.132052, -0.197337, 0.009199, 0.061205, 0.031935, 0.051335, -0.077353, 0.03546, 0.082946, -0.000379, 0.022692, 0.019807, 0.014359, -0.079068, 0.064014, 0.028593, -0.003747, 0.000416, 0.058898, -0.001809, -0.015352, 0.048222, -0.096584, 0.045323, -0.030803, -0.030682, -0.053944, -0.066469, 0.088962, 0.028395, -0.061708, -0.030528, 0.057153]
        },
        {
          "name": "usaspending_disaster_spending",
          "description": "Fetch disaster and emergency supplemental spending (COVID-19, hurricanes, infrastructure law, etc.) broken down by agency, CFDA assistance program, recipient, or geography. Use the dimension parameter to select the breakdown axis: overview (top-level totals), agency, cfda, recipient, or geography. Filter by DEF codes (Disaster/Emergency Funding codes) to isolate a specific emergency appropriation. DEF codes appear in usaspending_get_award account_obligations_by_defc and usaspending_get_agency def_codes fields.",
          "embedding": [0.110232, -0.023935, 0.073268, 0.079835, 0.056962, 0.071116, -0.001117, 0.085869, -0.014955, -0.074975, -0.05475, 0.030207, -0.056103, 0.044461, -0.037844, -0.025176, -0.014862, 0.024538, 0.004652, 0.039169, 0.036074, 0.053945, -0.014387, 0.013883, -0.021046, -0.060309, -0.030785, -0.022803, -0.024683, 0.088345, -0.056414, -0.030936, -0.0514, 0.020963, 0.039898, 0.047468, -0.070967, 0.083635, 0.017544, -0.089402, 0.056934, -0.074496, -0.128062, 0.072303, -0.051598, -0.043069, -0.092624, 0.031921, -0.019874, 0.0321, -0.111299, 0.035502, 0.042739, 0.002707, -0.029422, -0.001013, 0.039073, -0.102622, -0.043533, -0.049516, 0.012353, -0.026125, 0.063074, -0.108767, 0.063569, -0.022642, -0.045931, 0.080907, -0.080851, -0.007762, 0.051502, 0.06742, 0.044114, 0.13668, 0.016945, -0.033394, -0.049717, -0.044996, -0.009547, -0.003076, -0.034061, -0.007495, 0.047426, -0.095738, 0.031119, 0.021507, 0.013333, -0.081652, -0.064921, 0.092422, -0.004109, -0.008792, -0.018499, -0.021816, 0.076295, -0.055904, -0.010471, -0.040067, 0.006799, -0.037848, 0.06329, -0.036258, 0.01953, -0.0455, -0.01658, 0.052386, -0.04055, -0.053949, -0.088969, 0.007877, 0.062698, 0.018602, -0.081811, 0.023033, -0.066409, 0.039165, 0.022862, 0.058678, -0.123752, 0.01035, 0.085116, 0.014823, -0.021343, 0.012275, 0.053285, -0.004929, 0.125672, -0.044048, 0.050052, 0.037935, 0.081091, 0.006315, -0.020826, 0.075468, -0.026646, -0.079352, -0.097422, 0.009644, 0.061952, 0.084027, -0.048481, -0.053177, -0.145532, 0.020572, 0.022506, -0.051484, -0.097845, -0.076301, -0.01069, 0.121515, 0.028509, 0.048354, -0.004549, 0.099984, 0.015442, -0.002532, 0.129736, 0.035154, -0.000134, 0.096011, 0.06771, 0.156509, 0.013491, 0.025105, 0.069823, 0.053864, 0.046348, 0.082595, -0.044292, -0.046648, -0.081812, -0.120532, 0.053292, -0.025756, 0.112235, -0.028952, 0.046258, 0.04933, 0.058148, 0.028002, -0.066142, -0.030465, -0.001998, -0.000888, -0.005639, 0.021064, 0.107548, -0.086693, 0.019933, 0.083982, -0.061029, -0.099649, 0.106232, -0.084545, 0.005629, 0.013624, -0.027241, 0.046604, 0.166915, -0.020007, 0.02352, 0.116479, 0.138826, 0.028839, -0.071797, -0.01429, 0.024572, 0.063553, 0.050357, -0.020155, 0.036623, -0.090512, -0.065142, -0.13681, -0.027154, -0.001728, -0.078259, -0.067341, 0.050349, 0.026626, 0.147111, 0.032699, -0.044359, 0.078074, -0.142583, 0.049328, 0.074617, 0.065345, 0.046689, -0.117027, 0.02173, 0.083996, -0.023047, -0.054175, 0.048203, 0.014026, -0.039628, 0.120422, 0.054729, -0.033927, -0.049593, -0.001613, -0.001344, -0.008175, 0.021548, -0.095844, 0.093526, -0.030809, -0.041419, -0.00684, -0.066633, 0.109114, 0.073268, -0.103261, -0.024687, 0.059666]
        },
        {
          "name": "usaspending_get_federal_account",
          "description": "Fetch a federal account's budget data: total obligations, gross outlays, and budgetary resources. Federal accounts connect appropriations law to actual agency spending. Account codes appear in usaspending_get_award account_obligations_by_defc field and are formatted as AGENCY-MAIN (e.g., 097-0100 for DoD Operation and Maintenance). Returns account metadata and current fiscal year financial totals.",
          "embedding": [0.07318, 0.093563, 0.006571, 0.048925, 0.062042, 0.016309, 0.03886, 0.083244, -0.081066, -0.034122, 0.022529, 0.011275, 0.011722, -0.081224, -0.044066, -0.025944, 0.000358, 0.080892, 0.054414, 0.041701, 0.023585, 0.075948, 0.01795, 0.000742, 0.029172, -0.041319, -0.003773, -0.009326, -0.078482, 0.124943, -0.071219, -0.023366, -0.000381, 0.021409, -0.054164, 0.023195, -0.093894, 0.092359, -0.00333, -0.079599, 0.053132, -0.013276, -0.111915, 0.049671, -0.030787, -0.044163, -0.077443, 0.03293, 0.024931, 0.041066, -0.082695, 0.088701, 0.01761, -0.042422, 0.035828, 0.075195, -0.004772, -0.043713, -0.064119, -0.054785, 0.053289, 0.037261, 0.054902, -0.11386, 0.066091, -0.122276, 0.023988, 0.032103, -0.055409, 0.050894, 0.059471, 0.037376, 0.054823, 0.058798, -0.021712, 0.003647, -0.007828, 0.033391, 0.013353, 0.046861, 0.005057, 0.048092, 0.013007, -0.124166, 0.013659, 0.026808, -0.043532, -0.137203, 0.016386, 0.069046, 0.004233, -0.072563, -0.040869, -0.055833, 0.083752, -0.108424, -0.006239, -0.013449, 0.000705, -0.05288, 0.037071, -0.039425, -0.00271, -0.077442, -0.034277, 0.083527, -0.08786, -0.087648, -0.043334, -0.038973, 0.053657, 0.046313, -0.064614, 0.014534, -0.044612, 0.059919, -0.080806, 0.038435, -0.087458, 0.047356, 0.083103, 0.014634, 0.04102, -0.052819, 0.062014, -0.004566, 0.127446, -0.086195, 0.061395, 0.012336, 0.067184, 0.057035, 0.006598, 0.101178, 0.000193, -0.068976, -0.069951, 0.036486, 0.113365, 0.075575, 0.05626, -0.017008, -0.157939, 0.016553, 0.039075, -0.048473, -0.079789, -0.042123, -0.020522, 0.156443, 0.032928, 0.02866, 0.01358, 0.082146, -0.023191, -0.03924, 0.167227, 0.055953, -0.045033, 0.147484, 0.070451, 0.08129, -0.009635, 0.007061, 0.018494, 0.100753, -0.00446, 0.020026, -0.077942, -0.01191, -0.050165, -0.14314, 0.029822, 0.019955, 0.117321, 0.035625, 0.04731, 0.027473, 0.083348, 0.046165, -0.062774, -0.000375, 0.052912, 0.015755, 0.049236, 0.035845, -0.000513, -0.138081, 0.00004, 0.033423, -0.012732, -0.115864, 0.05164, -0.108893, 0.078672, 0.100214, -0.00457, 0.022189, 0.099276, 0.005646, 0.040658, 0.044918, 0.132653, -0.005704, -0.068067, 0.007063, 0.006818, 0.004296, 0.07013, 0.039825, 0.007743, -0.063613, -0.019554, -0.091866, -0.033882, 0.012465, -0.095957, -0.030774, 0.08418, 0.019191, 0.066997, 0.044912, 0.030715, 0.077582, -0.20181, 0.002366, 0.075578, 0.084457, -0.002203, -0.099209, 0.046243, 0.037796, -0.037053, -0.006111, 0.064756, -0.001289, -0.045886, 0.039444, 0.086715, 0.005389, 0.007311, -0.025283, 0.011724, -0.067629, 0.034052, -0.107409, 0.033379, -0.060949, 0.02587, -0.003782, -0.109773, 0.063047, 0.012, -0.117834, -0.051514, 0.034902]
        }
      ],
      "embedding": [0.081549, 0.012719, 0.117863, 0.038622, 0.043689, 0.03866, -0.00512, 0.119176, -0.100994, -0.055002, -0.031417, -0.003029, -0.05185, -0.020169, -0.054408, -0.041915, -0.00746, -0.02325, -0.004697, 0.007975, 0.006579, 0.025305, -0.004217, 0.006077, -0.061924, 0.000267, 0.010283, -0.040015, -0.073029, 0.137935, -0.095822, -0.017995, -0.023342, 0.036433, -0.019527, 0.00562, -0.017016, 0.081097, 0.014076, -0.064694, 0.017305, -0.050035, -0.047979, 0.054295, -0.04674, -0.020976, -0.138758, 0.011419, -0.013781, 0.06748, -0.165665, 0.135903, 0.015004, 0.006369, 0.023386, 0.064355, 0.037486, -0.102032, -0.048196, -0.01803, 0.052778, -0.056066, 0.044886, -0.108247, 0.080297, -0.053165, 0.021972, 0.02576, -0.053596, 0.025932, 0.044396, 0.044035, 0.054303, 0.120924, 0.059252, -0.043189, -0.035204, 0.028372, -0.01053, 0.017825, -0.016776, 0.011505, 0.034907, -0.04521, -0.000156, 0.02624, -0.001123, -0.092631, -0.043889, 0.067683, -0.024916, -0.045432, -0.057635, 0.001407, 0.082216, -0.066979, -0.024548, -0.047377, 0.021539, -0.016643, 0.049172, -0.008869, 0.027231, -0.042109, -0.071118, 0.132347, -0.061571, -0.069309, -0.102511, 0.002814, 0.06944, 0.07876, -0.078874, 0.054382, -0.092834, 0.108278, -0.046602, 0.064637, -0.101126, 0.005747, 0.043138, 0.043748, -0.044229, 0.012909, 0.048152, -0.030721, 0.134898, -0.066757, 0.074143, 0.003249, 0.074202, 0.071612, -0.010842, 0.071706, 0.017138, -0.005154, -0.076296, -0.009741, 0.028585, 0.111503, -0.0481, 0.031515, -0.130054, 0.025082, 0.035944, -0.063044, -0.140026, -0.065556, -0.020989, 0.099514, -0.02152, -0.000325, 0.057529, 0.100154, -0.050756, -0.021916, 0.17474, 0.031827, -0.026098, 0.091937, 0.04971, 0.056794, -0.021466, -0.065338, 0.082993, 0.069868, -0.035331, 0.084995, -0.090172, -0.000832, -0.001788, -0.117625, 0.086279, 0.006022, 0.101035, -0.001498, 0.055565, 0.035726, 0.037954, 0.023446, -0.027199, 0.044745, -0.021858, 0.027372, -0.00649, 0.00978, 0.047111, -0.050941, 0.02646, 0.054373, -0.036317, -0.120245, 0.095907, -0.096945, 0.051487, 0.078011, -0.034785, 0.024127, 0.096971, 0.043137, 0.046085, 0.040503, 0.083735, -0.050604, -0.111701, -0.076347, 0.029693, 0.060483, 0.055079, 0.013429, 0.001453, -0.089983, 0.004472, -0.067575, 0.002426, 0.00967, -0.1118, -0.024122, 0.059816, -0.01286, 0.140996, 0.029771, 0.004641, 0.095412, -0.1669, 0.081624, 0.059199, 0.044652, 0.014123, -0.081951, -0.00286, 0.051956, 0.034997, 0.041983, 0.068216, 0.046899, -0.075023, 0.077473, 0.010005, -0.027907, -0.012771, -0.032204, -0.016345, -0.015588, 0.007463, -0.146929, 0.080949, -0.004882, -0.001538, -0.012188, -0.108337, 0.122739, 0.047854, -0.090679, 0.000781, 0.04709]
    },
    {
      "name": "who-gho-mcp-server",
      "displayName": "WHO GHO",
      "description": "Query WHO Global Health Observatory data — 3,059 indicators across 194 member states with country, region, year, and sex filters via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://who-gho.caseyjhand.com/mcp",
      "npm": "@cyanheads/who-gho-mcp-server",
      "github": "https://github.com/cyanheads/who-gho-mcp-server",
      "version": "0.1.10",
      "auth": "none",
      "keywords": [
        "health",
        "global health",
        "public health",
        "world health",
        "medicine",
        "medical",
        "disease",
        "mortality",
        "life expectancy",
        "health indicators",
        "epidemiology",
        "healthcare",
        "international health",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "who",
        "gho",
        "global-health",
        "health-data",
        "global-health-observatory",
        "odata",
        "public-health"
      ],
      "tools": [
        {
          "name": "who_list_dimensions",
          "description": "List all dimension type codes and human-readable titles available in the WHO Global Health Observatory API. Use this to discover valid dimension codes before calling who_list_dimension_values. Common dimensions include COUNTRY, REGION, SEX, WORLDBANKINCOMEGROUP, and AGEGROUP, but many additional types exist — this tool exposes them all.",
          "embedding": [0.039638, 0.016414, 0.035878, -0.040787, 0.027942, 0.112882, 0.089041, 0.022736, 0.007984, 0.033747, -0.023952, -0.021805, 0.008786, 0.028524, 0.083415, -0.037501, 0.035582, 0.029168, -0.096502, -0.008886, 0.002343, 0.031085, 0.003227, -0.05061, -0.044769, -0.026746, -0.050322, -0.009117, -0.033353, 0.025203, -0.112266, 0.074884, 0.029813, 0.039105, 0.03503, 0.065762, -0.040889, -0.010032, 0.012463, -0.018894, -0.011199, -0.131272, -0.089063, 0.121197, -0.026524, -0.014326, -0.127669, 0.03957, 0.002004, 0.143983, -0.044439, 0.043669, 0.041082, 0.056396, 0.006476, -0.031143, 0.061104, -0.008184, -0.007397, -0.038153, -0.014671, -0.012293, 0.051835, -0.075287, 0.08841, -0.04333, -0.021547, -0.030585, 0.096202, 0.059732, -0.056512, 0.073861, 0.053145, 0.002194, 0.053068, -0.111664, -0.103067, -0.016029, 0.078822, -0.117392, 0.012152, 0.051684, 0.041727, -0.011227, -0.083766, 0.02559, 0.059234, -0.029938, -0.096164, 0.088536, -0.002937, -0.073064, -0.104756, -0.07437, 0.055329, 0.028853, -0.060334, -0.073164, -0.039607, -0.10782, -0.100412, 0.044208, 0.057577, -0.089609, -0.052592, 0.002056, -0.047579, -0.034193, -0.101566, 0.020231, -0.063899, 0.041552, -0.055471, 0.066368, 0.020375, 0.07959, 0.058696, 0.082184, -0.016846, 0.012198, 0.085241, 0.015708, -0.000025, 0.026414, 0.064775, 0.022752, 0.061522, -0.004592, 0.145953, 0.06331, 0.030402, 0.034377, -0.023318, 0.007836, 0.088489, -0.079874, -0.076237, 0.012105, 0.078411, -0.065583, 0.019006, -0.049849, -0.126086, -0.059424, 0.051728, 0.06885, -0.047101, -0.106868, 0.04321, 0.113838, -0.02931, 0.060567, 0.08954, 0.037068, 0.091924, -0.051268, 0.023359, 0.050089, -0.019256, -0.077528, -0.027971, 0.000719, -0.059301, -0.034555, -0.010043, 0.049191, 0.07329, 0.03772, 0.022652, 0.002497, -0.038436, -0.064331, 0.028066, 0.03091, 0.034306, -0.015532, 0.18878, 0.050927, 0.049828, -0.022622, -0.034249, -0.050834, -0.038223, -0.029467, 0.083206, -0.060021, 0.134737, -0.008446, 0.108408, 0.054824, -0.028525, -0.108157, 0.040936, 0.007659, 0.030626, -0.012355, 0.033445, 0.11532, -0.036924, -0.013956, -0.013718, 0.062625, 0.080152, 0.028803, -0.025313, 0.011431, 0.022907, 0.004336, 0.000217, -0.048068, 0.100471, -0.054948, 0.034744, -0.092978, 0.025566, 0.040872, -0.065691, 0.076845, 0.131522, -0.050016, 0.210554, 0.004973, -0.034245, 0.056193, -0.000592, 0.087929, 0.081266, 0.16453, 0.06886, -0.126987, 0.017139, 0.073462, 0.068533, -0.055796, -0.034952, 0.000536, -0.032307, 0.039689, 0.075744, -0.04564, 0.050996, -0.034022, -0.005648, -0.104681, 0.027521, -0.071, 0.035151, -0.078501, -0.027398, 0.076485, -0.028145, 0.101488, 0.079045, -0.028198, -0.006266, -0.01394]
        },
        {
          "name": "who_list_dimension_values",
          "description": "List valid codes and labels for a WHO GHO dimension type such as COUNTRY, REGION, SEX, WORLDBANKINCOMEGROUP, or AGEGROUP. Use this to discover valid filter values before calling who_query_indicator_data, or to confirm the correct ISO code for a country. Use who_list_dimensions to discover all available dimension type codes.",
          "embedding": [0.05239, -0.002173, 0.051144, 0.008386, 0.041046, 0.096189, 0.065758, 0.022166, -0.001273, 0.057009, -0.022085, -0.038895, 0.002016, 0.058614, 0.065911, -0.025743, 0.086507, 0.029734, -0.099459, -0.021908, 0.008621, 0.046144, -0.00026, -0.03669, -0.000042, -0.0481, -0.044331, -0.004409, -0.044587, 0.003786, -0.089802, 0.131678, 0.011771, 0.059799, 0.029056, 0.088684, -0.045908, -0.018993, 0.01372, -0.016886, -0.038492, -0.132789, -0.069782, 0.133835, -0.003804, -0.037038, -0.135578, 0.07433, 0.008529, 0.146596, -0.020188, 0.041509, 0.009682, 0.028064, -0.002588, -0.084557, 0.056368, 0.001921, -0.014105, -0.022495, -0.024063, -0.021156, 0.050271, -0.070077, 0.093568, -0.034714, -0.027152, -0.037898, 0.085476, 0.06445, -0.085427, 0.087835, 0.032077, 0.010966, 0.044836, -0.115985, -0.120546, -0.028177, 0.081037, -0.071793, 0.005736, 0.022825, 0.016145, 0.004187, -0.071339, 0.024398, 0.063883, -0.020644, -0.0777, 0.084847, -0.016998, -0.08538, -0.066599, -0.072064, 0.03627, -0.026693, -0.045806, -0.044952, -0.037002, -0.119667, -0.092691, 0.029414, 0.04438, -0.093545, -0.048663, 0.013595, 0.013496, 0.016694, -0.102554, 0.005694, -0.056883, 0.043257, -0.044777, 0.074824, 0.021081, 0.074824, 0.055892, 0.104551, 0.003901, 0.043641, 0.087439, 0.054134, -0.021232, 0.060285, 0.057158, 0.024124, 0.055947, 0.033225, 0.123962, 0.080098, 0.033262, 0.045974, -0.028921, -0.002719, 0.06956, -0.067495, -0.087577, 0.024636, 0.069475, -0.066015, 0.020254, -0.051035, -0.103817, -0.028407, 0.055534, 0.045255, -0.037271, -0.066883, 0.035913, 0.106896, -0.035411, 0.080321, 0.078474, 0.001547, 0.050378, -0.030499, -0.01189, 0.067535, -0.032084, -0.104149, -0.001575, 0.027657, -0.063168, -0.02937, 0.010414, 0.042623, 0.0676, 0.04705, 0.011533, 0.024413, -0.015753, -0.093399, 0.050235, 0.030061, 0.031978, -0.009351, 0.174593, 0.056459, 0.049501, -0.069961, -0.072192, -0.044447, -0.063679, -0.031203, 0.065769, -0.0831, 0.106771, -0.003594, 0.112647, 0.076454, -0.019277, -0.08486, 0.043312, -0.020531, 0.042488, -0.012665, 0.037781, 0.123262, -0.029509, -0.029803, -0.018708, 0.048092, 0.084914, 0.007129, -0.02168, 0.054135, 0.033322, 0.02557, 0.029384, 0.005816, 0.045407, -0.081412, 0.045251, -0.089923, 0.047306, 0.035423, -0.07447, 0.054426, 0.140781, -0.036518, 0.225892, 0.000456, -0.066272, 0.04294, 0.00233, 0.066204, 0.083258, 0.150721, 0.085143, -0.12074, 0.000446, 0.121787, 0.115025, -0.052485, -0.038735, -0.02331, 0.004831, 0.041685, 0.066112, -0.005138, 0.070545, -0.004248, -0.032681, -0.090011, 0.005509, -0.091601, 0.041231, -0.086267, -0.053236, 0.019092, -0.005884, 0.08055, 0.064012, -0.046855, 0.002235, -0.041565]
        },
        {
          "name": "who_search_indicators",
          "description": "Search the WHO Global Health Observatory indicator catalog by keyword in the indicator name. Returns indicator codes and names for use with who_query_indicator_data. The search uses a substring match on indicator names — try terms like \"life expectancy\", \"immunization\", \"mortality\", \"diabetes\", or \"HIV\". If results are truncated, refine the query or use who_list_indicators to browse by offset.",
          "embedding": [0.041919, 0.040068, 0.049952, -0.087147, 0.057909, 0.108081, 0.060005, -0.027509, -0.032041, -0.03527, -0.06448, 0.047693, 0.014101, 0.045953, 0.119297, -0.064389, 0.086059, -0.018504, -0.056329, 0.025127, -0.042767, 0.112884, -0.001372, -0.055693, -0.021483, -0.032381, -0.073358, 0.031008, -0.151777, 0.041713, -0.066322, 0.055068, 0.077002, -0.009209, -0.058612, 0.110901, -0.085707, 0.004317, 0.058231, -0.016688, -0.063601, -0.135922, -0.032917, 0.090855, 0.021753, -0.04473, -0.230461, 0.08959, 0.029998, 0.122336, -0.05416, 0.049305, 0.038761, 0.016801, -0.024807, -0.066259, 0.069275, -0.047769, -0.013686, -0.027215, 0.002008, 0.012973, -0.001776, -0.025849, 0.098175, -0.018625, -0.000541, -0.014509, 0.067803, 0.067111, -0.017245, 0.094001, 0.075926, 0.04592, 0.047852, -0.054199, -0.073257, -0.011942, 0.04861, -0.010803, -0.047899, 0.021209, 0.023286, -0.041832, -0.04923, 0.056758, 0.027816, 0.004023, -0.045904, 0.106095, -0.003987, -0.094297, -0.032213, -0.061122, 0.024618, -0.017983, -0.011528, -0.020287, -0.077218, -0.072603, -0.066907, -0.040371, 0.062862, -0.059356, -0.052628, -0.030803, 0.018693, -0.018675, -0.099512, 0.07129, -0.066954, 0.057164, -0.028154, 0.074536, 0.013169, 0.122584, 0.05953, 0.04712, -0.035357, 0.002573, 0.085747, 0.034553, -0.011475, 0.052147, 0.06623, 0.046033, 0.063282, 0.011215, 0.105386, 0.035119, 0.063734, 0.075737, -0.090351, -0.032873, 0.046444, -0.020831, -0.045776, 0.024946, 0.058077, -0.05942, -0.003902, -0.061365, -0.059797, -0.056372, 0.067895, 0.054922, -0.071739, -0.093667, 0.046095, 0.053137, -0.019535, 0.039476, 0.09755, -0.00541, 0.036439, -0.013247, 0.001025, -0.00303, -0.01553, -0.050825, 0.01414, 0.102032, 0.010278, -0.069701, -0.010307, 0.004184, 0.098769, 0.040498, -0.022744, -0.013786, 0.002699, -0.063872, 0.019577, 0.055367, 0.011838, 0.02816, 0.168348, -0.003095, 0.05476, -0.009977, -0.041572, -0.053609, -0.068499, -0.028253, 0.037818, -0.061854, 0.084996, -0.010785, 0.143167, 0.014482, -0.038654, -0.130247, 0.016527, 0.023041, -0.001784, -0.014673, 0.045131, 0.093362, 0.022452, -0.037623, -0.077923, -0.035758, 0.129118, -0.022573, -0.118042, 0.026984, -0.028661, -0.033462, 0.019754, -0.012295, 0.067257, -0.131401, 0.021991, -0.089681, 0.040471, -0.006279, -0.069492, 0.009662, 0.104563, -0.016633, 0.204798, -0.039474, 0.009257, 0.027927, -0.038147, 0.081205, 0.091135, 0.104787, 0.073379, -0.107161, 0.021154, 0.100803, 0.146632, 0.042749, 0.005374, -0.025207, -0.014978, 0.027946, 0.03475, -0.00242, 0.091159, -0.064444, -0.057167, -0.006462, 0.076272, -0.047997, 0.014026, -0.109316, -0.117615, 0.038536, 0.051099, -0.012511, -0.013794, -0.044832, -0.003122, 0.005184]
        },
        {
          "name": "who_list_indicators",
          "description": "Browse the WHO Global Health Observatory indicator catalog with pagination. Use when you want to explore indicators without a keyword, or to page through the full catalog. Use who_search_indicators when you have a keyword to narrow the results.",
          "embedding": [0.057887, 0.031652, 0.097437, -0.106259, 0.050615, 0.062496, 0.058401, 0.009094, -0.041205, -0.029349, -0.04606, -0.000171, 0.037158, 0.037155, 0.107914, -0.044034, 0.042909, -0.00689, -0.088821, -0.022391, -0.011792, 0.095266, 0.012002, -0.085896, -0.018002, -0.059105, -0.024492, 0.024403, -0.140308, 0.028925, -0.060608, 0.069526, 0.090969, 0.006914, -0.025648, 0.085769, -0.029676, 0.00958, 0.074026, -0.020966, 0.005952, -0.131439, -0.087112, 0.098901, -0.007924, -0.04979, -0.212699, 0.09248, 0.040624, 0.152038, -0.085865, 0.073531, 0.043336, -0.005474, -0.045768, -0.061041, 0.034194, -0.025019, -0.044681, -0.049344, 0.019469, -0.00496, 0.027311, -0.028514, 0.077577, -0.07576, 0.008267, -0.006396, 0.070568, 0.071723, 0.009935, 0.08253, 0.078789, 0.063309, 0.045143, -0.096989, -0.064631, -0.02421, 0.04108, -0.036817, 0.035355, 0.022621, 0.033832, -0.034988, -0.081904, 0.026936, 0.033702, -0.006586, -0.067912, 0.114264, 0.00429, -0.068909, -0.059926, -0.109243, 0.032085, -0.017599, -0.016901, -0.049985, -0.085099, -0.065456, -0.055809, -0.003798, 0.084978, -0.055366, -0.038103, -0.021786, -0.002144, -0.003662, -0.078287, 0.052399, -0.034784, 0.034278, -0.039864, 0.03933, 0.012461, 0.112963, 0.043616, 0.048708, 0.004523, -0.02165, 0.08923, 0.005355, -0.014683, 0.059703, 0.071439, 0.06633, 0.068271, -0.008249, 0.122955, 0.047858, 0.060414, 0.07599, -0.107634, -0.085912, 0.037707, -0.062906, -0.022073, 0.021669, 0.067731, -0.045614, -0.04901, -0.066995, -0.060475, -0.060608, 0.09091, 0.037336, -0.094784, -0.094565, 0.023003, 0.070783, -0.034558, 0.040745, 0.093904, 0.014758, 0.03436, -0.004651, 0.027035, -0.013273, 0.001594, -0.064609, 0.013472, 0.113136, 0.020444, -0.055174, 0.02428, -0.006462, 0.070389, 0.054274, -0.019903, -0.005162, -0.013829, -0.072075, -0.007913, 0.067918, -0.026569, 0.014742, 0.173425, -0.011775, 0.061442, -0.040553, -0.052025, -0.074301, -0.049863, -0.02985, 0.050788, -0.069636, 0.072816, 0.027937, 0.138489, 0.048388, -0.025475, -0.152763, 0.017063, 0.022979, 0.019066, 0.025019, 0.019445, 0.048899, 0.008553, -0.033527, -0.075975, 0.009145, 0.110366, 0.006671, -0.112697, 0.000688, -0.022244, -0.01311, 0.067247, -0.029365, 0.03448, -0.088211, 0.056599, -0.061552, 0.025625, 0.026273, -0.077937, 0.011863, 0.136922, 0.009083, 0.192831, -0.025046, 0.036988, 0.043155, -0.042945, 0.064461, 0.102027, 0.112473, 0.10849, -0.086157, 0.020769, 0.071063, 0.116542, 0.04404, 0.009639, -0.003909, -0.04618, 0.034208, 0.035128, -0.056435, 0.08157, -0.046847, -0.020045, -0.041543, 0.067669, -0.040051, 0.017037, -0.098869, -0.113558, 0.02599, 0.04461, -0.000778, 0.018968, -0.060333, -0.001764, 0.010288]
        },
        {
          "name": "who_get_indicator_metadata",
          "description": "Fetch metadata for one or more WHO GHO indicator codes: the full indicator name and the dimensions it supports (e.g. COUNTRY, REGION, SEX, YEAR, WORLDBANKINCOMEGROUP, AGEGROUP). Call this before querying data with who_query_indicator_data to confirm which filter dimensions are valid for a given indicator. Accepts up to 10 codes per call. Codes with no metadata are reported in the notFound array rather than causing an error.",
          "embedding": [0.060567, 0.05852, 0.050051, -0.044176, 0.076483, 0.078049, 0.013691, -0.02598, -0.007328, 0.037641, -0.038853, -0.014296, -0.014127, 0.046517, 0.027235, -0.039536, 0.157745, -0.003314, -0.104999, -0.038047, 0.018167, 0.01901, 0.033567, -0.063924, -0.032536, -0.033281, -0.083201, 0.01614, -0.148195, 0.016275, -0.096107, 0.063874, 0.080019, 0.023422, 0.008709, 0.095211, -0.098816, 0.038134, 0.037471, -0.011079, -0.049098, -0.136198, -0.111996, 0.125164, 0.000733, -0.002488, -0.192346, 0.032177, 0.005635, 0.157992, -0.041132, 0.043657, 0.049868, 0.01856, 0.017954, -0.072611, 0.062913, -0.010473, -0.015671, -0.04098, -0.051743, -0.030457, 0.02483, -0.043914, 0.05735, -0.039546, 0.001733, 0.008604, 0.106802, 0.051806, -0.035723, 0.093057, -0.00305, 0.07752, 0.010311, -0.087462, -0.081872, -0.024591, 0.12533, -0.055879, -0.018374, -0.007104, 0.001253, -0.026421, -0.040203, 0.050842, 0.074532, 0.008588, -0.041538, 0.062812, -0.028335, -0.143504, -0.062725, -0.064376, 0.009452, -0.011133, 0.000192, -0.02396, -0.006305, -0.061225, -0.085953, 0.003009, 0.008311, -0.096284, -0.048823, 0.002041, 0.009989, -0.060747, -0.101679, -0.007812, -0.036215, 0.034356, -0.002799, 0.066118, -0.008829, 0.113404, 0.071183, 0.087121, 0.01716, 0.0627, 0.105386, 0.033967, 0.022416, 0.059962, 0.019602, 0.053373, 0.081589, 0.033495, 0.06477, 0.102987, -0.015781, 0.048953, -0.075119, -0.029523, 0.005932, -0.05826, -0.086157, 0.01254, 0.057945, -0.07182, -0.03908, -0.061817, -0.090668, -0.082096, 0.084856, 0.072731, -0.059109, -0.093801, 0.011154, 0.073628, -0.006695, 0.10849, 0.083694, -0.020591, 0.042559, -0.018078, 0.000735, -0.021865, -0.043336, -0.067446, 0.008197, 0.072466, -0.01315, -0.054693, 0.015497, 0.029536, 0.047519, 0.053229, 0.032838, -0.018179, -0.006215, -0.129548, 0.034561, 0.074136, 0.032301, 0.030267, 0.197168, -0.029971, 0.074384, -0.028474, -0.029176, -0.014916, -0.094363, -0.017078, 0.035176, -0.055126, 0.086436, 0.0077, 0.048598, 0.043896, 0.013557, -0.062435, 0.014396, -0.035698, 0.049755, -0.031171, 0.020839, 0.121675, 0.006569, -0.005175, -0.029758, 0.028749, 0.138287, 0.031881, -0.092045, 0.045691, 0.023662, 0.003613, -0.013693, -0.003106, 0.009907, -0.111876, 0.001168, -0.084101, 0.033743, 0.029475, -0.051435, 0.047366, 0.08797, 0.004682, 0.237516, -0.014324, -0.03279, -0.002537, 0.027787, 0.097012, 0.071992, 0.111086, 0.062552, -0.128434, -0.016802, 0.087732, 0.036955, -0.0361, -0.01044, -0.023779, -0.014298, 0.044878, 0.030582, -0.036062, 0.058149, -0.02482, -0.048054, -0.078473, 0.0191, -0.09204, 0.023215, -0.063292, -0.091187, 0.026565, -0.023002, 0.03756, 0.018175, -0.094904, -0.023748, -0.03055]
        },
        {
          "name": "who_query_indicator_data",
          "description": "Query data rows for a single WHO GHO indicator with optional spatial, temporal, and dimension filters. Returns rows with numeric values, uncertainty intervals (Low/High), and spatial/time metadata. This is the primary data-fetching tool in the find-then-query workflow: use who_search_indicators to find the indicator code, optionally call who_get_indicator_metadata to confirm which filter dimensions are valid, then call this tool. Spatial filters are mutually exclusive per call: provide only one of country_codes, region_codes, or income_group_codes — mixing them triggers an error. Omitting all spatial filters returns all geographies (may be large; use limit to cap). The sex filter only applies when the indicator uses SEX as its first cross-cutting dimension — if not, the filter returns empty rows; check who_get_indicator_metadata first if uncertain.",
          "embedding": [0.05605, -0.005218, 0.049251, -0.021531, 0.070221, 0.097643, -0.027115, -0.077371, -0.024753, -0.003699, -0.049965, -0.02159, -0.008723, 0.020215, 0.064092, -0.058875, 0.117143, -0.04977, -0.100311, -0.047143, 0.027635, 0.026047, -0.00709, -0.049283, -0.0337, -0.086811, -0.076653, 0.017089, -0.15149, 0.0664, -0.092027, 0.049735, 0.034404, -0.008461, 0.027575, 0.075679, -0.091756, -0.054977, 0.014714, -0.003773, -0.032241, -0.153644, -0.078297, 0.122936, 0.007262, -0.011833, -0.173281, 0.101197, -0.044564, 0.135024, -0.065058, 0.055872, 0.050293, 0.04568, -0.012959, -0.078122, 0.079806, -0.025473, -0.036554, -0.028281, -0.00233, -0.060302, 0.017552, -0.060058, 0.022586, -0.05644, 0.043192, -0.056631, 0.082703, 0.053871, 0.046608, 0.111875, 0.026212, 0.088135, 0.015566, -0.026071, -0.07597, 0.000277, 0.091689, -0.021951, -0.021517, -0.019437, 0.029277, -0.024835, -0.049696, 0.058993, 0.042526, -0.012208, -0.028337, 0.095991, -0.025099, -0.123656, -0.069099, -0.095535, 0.016106, -0.000534, 0.040879, 0.002027, 0.011329, -0.074042, -0.087843, 0.046947, 0.059286, -0.088055, -0.024167, -0.031946, -0.023424, -0.034329, -0.038319, 0.055838, -0.01955, 0.061086, -0.017625, 0.062936, 0.022501, 0.051375, 0.078126, 0.082281, -0.022703, -0.014063, 0.099209, 0.082178, -0.014915, 0.063797, 0.013209, 0.001952, 0.064219, -0.005861, 0.046135, 0.071065, 0.051855, 0.072541, -0.095175, 0.009413, 0.014793, -0.007855, -0.052367, 0.023666, 0.036302, -0.112092, 0.006926, -0.072731, -0.068426, -0.084304, 0.058871, 0.0405, -0.057112, -0.091252, 0.034383, 0.050033, -0.001169, 0.104858, 0.079642, -0.050621, -0.034615, -0.046468, -0.010181, -0.003024, -0.010669, -0.077032, 0.032285, 0.105213, -0.033852, -0.07033, 0.03879, -0.002802, 0.092507, -0.007647, -0.010911, 0.030047, -0.007188, -0.095359, 0.064982, 0.043451, 0.055146, 0.028637, 0.175918, -0.025229, 0.065603, -0.004119, -0.041403, -0.014797, -0.123555, 0.018043, 0.018427, -0.113785, 0.110477, 0.04522, 0.090217, 0.05944, -0.035408, -0.125731, 0.062342, -0.03782, 0.007083, -0.042901, 0.011418, 0.095841, 0.002237, -0.014884, -0.034497, 0.015549, 0.151618, 0.004638, -0.088367, 0.030551, 0.022214, 0.008598, 0.014697, 0.006944, -0.085245, -0.101524, 0.029618, -0.043914, 0.019224, 0.066871, -0.049361, 0.027092, 0.07326, -0.00448, 0.206626, -0.053468, 0.004379, 0.000878, -0.007902, 0.034414, 0.11877, 0.09252, 0.028965, -0.109444, 0.013084, 0.128309, 0.094939, -0.012107, 0.012803, -0.043068, 0.05174, -0.008567, 0.0152, -0.033204, 0.080065, -0.023031, -0.080521, -0.067726, 0.031754, -0.030004, 0.02676, -0.087216, -0.131345, 0.013783, 0.017584, 0.025213, 0.013223, -0.088486, -0.009743, -0.004705]
        }
      ],
      "embedding": [0.037579, 0.024443, 0.091753, -0.094757, 0.096407, 0.08249, 0.083033, -0.02016, -0.010441, -0.030523, -0.034315, -0.042831, 0.00254, 0.002911, 0.060775, -0.042872, 0.050869, -0.022714, -0.103281, -0.091537, -0.017291, 0.067177, 0.03263, -0.03508, -0.092583, -0.070664, -0.049217, 0.041593, -0.123972, 0.062085, -0.069429, 0.098011, 0.027177, 0.03762, 0.016201, 0.052339, -0.050331, 0.052215, 0.036287, 0.009349, -0.039728, -0.147372, -0.063873, 0.110089, -0.010363, 0.005791, -0.174483, 0.128237, 0.008981, 0.172368, -0.093557, 0.045518, 0.047793, -0.010054, -0.021347, -0.041049, 0.07519, -0.055963, -0.025034, -0.024351, 0.012146, -0.082786, 0.021091, -0.033585, 0.038402, -0.080679, 0.000643, -0.032485, 0.062278, 0.032583, 0.010464, 0.084739, 0.06709, 0.073121, 0.028133, -0.107039, -0.084049, -0.039965, 0.071189, -0.072199, 0.006836, -0.001785, 0.039478, -0.03331, -0.078576, 0.004348, 0.100896, 0.019132, -0.059618, 0.08291, -0.019026, -0.078641, -0.069988, -0.013576, 0.071724, -0.028929, -0.07435, -0.062825, -0.044489, -0.103439, 0.002993, 0.033379, 0.056221, -0.035571, -0.05916, -0.001564, 0.003964, -0.040413, -0.073889, 0.04333, -0.012355, 0.046489, -0.047116, 0.027414, 0.003683, 0.09887, -0.017751, 0.06314, 0.009159, 0.001349, 0.078845, 0.007282, -0.019831, 0.107987, 0.046319, 0.006285, 0.08106, -0.016436, 0.124338, 0.041951, 0.049459, 0.052763, -0.079915, -0.010289, -0.01488, -0.052586, -0.056531, 0.015282, 0.047731, -0.040892, -0.035074, -0.051707, -0.10754, -0.064571, 0.110576, 0.040602, -0.106393, -0.035311, 0.054972, 0.064157, -0.076651, 0.073546, 0.10013, 0.034416, 0.016976, 0.03902, 0.02393, -0.014023, 0.018173, -0.055262, 0.080239, 0.060658, -0.001324, -0.095812, 0.015464, 0.004563, 0.034898, 0.092536, -0.038532, -0.004045, -0.009052, -0.082324, 0.030636, 0.03854, 0.016156, 0.043957, 0.18122, 0.046625, 0.052795, -0.015697, -0.034718, -0.055068, -0.048788, -0.022827, 0.012481, -0.071408, 0.120481, 0.012668, 0.080738, 0.09199, 0.003525, -0.144408, 0.089413, -0.008972, 0.01207, -0.02059, 0.019518, 0.036215, 0.04498, -0.014661, -0.021822, 0.039616, 0.112548, 0.002642, -0.052844, -0.023826, -0.033487, 0.051553, 0.023936, -0.037843, -0.001728, -0.100943, 0.022311, -0.030773, 0.004537, 0.014515, -0.100441, -0.004478, 0.139929, -0.040507, 0.203029, -0.010468, 0.018717, 0.064078, -0.004517, 0.056923, 0.104124, 0.106277, 0.077679, -0.109024, -0.01939, 0.038694, 0.088524, -0.010136, 0.019454, -0.010482, -0.045447, 0.023686, 0.023551, -0.098196, 0.103856, 0.010922, -0.016576, -0.091049, 0.002898, -0.104715, 0.02641, -0.064668, -0.077633, -0.009536, -0.039841, 0.040922, 0.006168, -0.062603, 0.057297, -0.00443]
    },
    {
      "name": "wikidata-mcp-server",
      "displayName": "Wikidata",
      "description": "Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifiers via MCP. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://wikidata.caseyjhand.com/mcp",
      "npm": "@cyanheads/wikidata-mcp-server",
      "github": "https://github.com/cyanheads/wikidata-mcp-server",
      "version": "0.1.9",
      "auth": "none",
      "keywords": [
        "knowledge graph",
        "structured data",
        "facts",
        "entities",
        "semantic data",
        "linked data",
        "encyclopedic data",
        "general knowledge",
        "relationships",
        "knowledge base",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "wikidata",
        "sparql",
        "knowledge-graph",
        "wikibase",
        "linked-data"
      ],
      "tools": [
        {
          "name": "wikidata_search_entities",
          "description": "Search Wikidata for items or properties by text query. Returns QIDs or PIDs with labels, descriptions, and match metadata indicating whether the hit was on a label or alias. Use type=\"item\" for real-world concepts (people, places, works) and type=\"property\" to find predicate P-IDs. The API returns no total count — pagination is offset-based with no result ceiling indicator.",
          "embedding": [0.087897, -0.025996, 0.144161, 0.021238, 0.084318, 0.046312, 0.010584, 0.070885, 0.015357, 0.048372, -0.106261, 0.007991, 0.087159, 0.043193, 0.080511, -0.001662, 0.061142, 0.039224, -0.03729, -0.022684, 0.0506, 0.012644, 0.002219, -0.100569, -0.01222, -0.107414, -0.0811, -0.023655, -0.122938, -0.018382, -0.121393, 0.041048, 0.052908, 0.023667, -0.059086, 0.068837, -0.029248, 0.077137, 0.003752, -0.095967, -0.062615, -0.153827, -0.000808, 0.043615, 0.039176, -0.004121, -0.217834, 0.078085, -0.006777, -0.049305, -0.076737, 0.019635, 0.002581, 0.092253, 0.013525, 0.053838, 0.014631, -0.103535, 0.085752, 0.051585, -0.027995, 0.042115, 0.052688, -0.064555, 0.078598, 0.014249, 0.067167, 0.037291, -0.080063, 0.137931, 0.09594, 0.026557, 0.008564, 0.016698, -0.008466, -0.07177, -0.029782, 0.076653, 0.014339, -0.014868, -0.039873, 0.071137, 0.028619, -0.052676, 0.029675, 0.040826, 0.060644, -0.014957, -0.097632, 0.090826, 0.013034, -0.113482, -0.010423, -0.074888, -0.006164, -0.042604, 0.082975, 0.018036, -0.002709, -0.008565, -0.06863, 0.007217, 0.025148, -0.030617, -0.016999, -0.015117, 0.014443, -0.051113, -0.039375, 0.040589, -0.10037, 0.054365, -0.052938, 0.06595, -0.024726, 0.14521, -0.012742, 0.028299, -0.013385, 0.074874, -0.009987, 0.042439, 0.057399, 0.090081, 0.080535, 0.067766, 0.032393, 0.02435, 0.010852, -0.046349, 0.109384, 0.02939, -0.000713, 0.00093, -0.079003, -0.0102, -0.020056, 0.001908, -0.039015, -0.036731, -0.041558, -0.091914, -0.025563, -0.025516, 0.047754, 0.051369, -0.046323, -0.079331, -0.046989, 0.074094, -0.095313, 0.039601, 0.115213, -0.045439, 0.064721, -0.000377, 0.055644, 0.009447, -0.087679, -0.028321, -0.047439, 0.059052, 0.024684, -0.001771, 0.044125, 0.042508, -0.09518, 0.041224, 0.001482, -0.015629, -0.018577, -0.075604, 0.060025, 0.029442, 0.045455, 0.00281, 0.029783, -0.011124, -0.052104, 0.008031, 0.001549, -0.068022, -0.081679, 0.010557, -0.118966, -0.042488, 0.122173, 0.047915, 0.07748, -0.060949, -0.035151, -0.123976, 0.100252, -0.044482, 0.053955, 0.003916, -0.007844, 0.084562, 0.025168, 0.01838, 0.096397, -0.069276, 0.055851, -0.089968, -0.053336, -0.012521, 0.04497, -0.068473, -0.026398, -0.030312, 0.020897, -0.067603, 0.045851, -0.10346, 0.01003, -0.038066, -0.021525, -0.055491, 0.088221, -0.054413, 0.198719, 0.028042, -0.023977, 0.042974, -0.042845, 0.072075, 0.15299, 0.073341, 0.071468, -0.117914, 0.01189, 0.087056, 0.068478, 0.064005, -0.012116, 0.016281, 0.003573, -0.014694, 0.077465, -0.008084, 0.056029, -0.00765, -0.056306, 0.042281, 0.116054, -0.007489, 0.066123, -0.046452, -0.073639, 0.035101, -0.123647, 0.045771, 0.013128, -0.044129, 0.058075, 0.05141]
        },
        {
          "name": "wikidata_get_entity",
          "description": "Fetch a Wikidata entity (item or property) by QID or PID. Use the fields parameter to trim what is returned to the caller — major items can be large. Omit fields to get all data. Q-IDs (e.g. Q76) fetch items; P-IDs (e.g. P31) fetch properties from the correct endpoint automatically. Use wikidata_get_statements for deep claim traversal with label resolution.",
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        },
        {
          "name": "wikidata_get_labels",
          "description": "Resolve one or more QIDs or PIDs to their human-readable labels and descriptions. Lightweight — returns no claim data. Supports up to 50 IDs per call (batched automatically). Designed for the common agent pattern: receive QIDs from a SPARQL query, then humanize them.",
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        },
        {
          "name": "wikidata_get_statements",
          "description": "Fetch property claims for a Wikidata entity with qualifier and reference detail. Value QIDs are resolved to human-readable labels by default. Use the properties parameter to fetch only specific P-IDs — omitting it returns all statements, which can be large. Designed for fact verification: \"what does Wikidata say about this entity's {property}?\". Preferred-rank statements are the most current values.",
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        },
        {
          "name": "wikidata_get_sitelinks",
          "description": "Fetch Wikipedia and Wikimedia project article URLs for a Wikidata item. A sitelink maps a site code (e.g., \"enwiki\") to a Wikipedia article title and URL. Major items can have 300+ sitelinks across languages. Use sites to filter to specific language editions, or wikis_only to return only Wikipedia links. Only Q-IDs (items) have sitelinks — properties (P-IDs) do not.",
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        },
        {
          "name": "wikidata_sparql_query",
          "description": "Execute a SPARQL SELECT query against the Wikidata Query Service. Full graph power: multi-hop traversals, aggregations, subqueries, OPTIONAL, FILTER, UNION, BIND. Standard Wikidata prefixes (wd:, wdt:, p:, ps:, pq:, wikibase:, bd:) are auto-injected. The wikibase:label SERVICE is also auto-injected when language is set and the query includes ?<var>Label variables — so you can use ?itemLabel without writing the boilerplate. Hard server timeout is 60s; use LIMIT to keep queries fast. Bindings use the SPARQL 1.1 JSON format: each value is { type, value, \"xml:lang\"? }. Use wikidata_get_labels to humanize QID results from this tool.",
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        },
        {
          "name": "wikidata_resolve_external_id",
          "description": "Look up a Wikidata entity by an external identifier such as a DOI, PubMed ID, ORCID iD, or OpenAlex ID. Returns match=<entity> on success, match=null when not found, and match=null with multipleMatches populated when a Wikidata data integrity issue causes more than one entity to claim the same external ID. Common cross-server join use cases: CrossRef DOI → Wikidata paper QID (P356), PubMed PMID → Wikidata paper QID (P698), ORCID → author QID (P496), OpenAlex ID → entity QID (P10283). Known value normalization is applied automatically: DOIs are uppercased, PMID prefixes stripped, ORCID hyphens normalized.",
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        }
      ],
      "embedding": [0.107478, 0.023387, 0.117911, 0.030529, 0.123854, -0.003268, 0.009242, 0.079309, 0.001165, 0.038191, -0.112269, 0.004631, 0.064136, -0.022272, 0.010396, -0.018529, 0.030133, -0.007062, -0.064003, -0.064076, 0.013835, -0.018721, 0.023764, -0.031616, -0.009313, -0.072921, -0.072472, 0.003297, -0.057644, -0.009116, -0.118291, 0.030365, 0.025037, 0.028188, -0.004576, 0.041006, 0.025239, 0.087528, -0.020285, -0.096674, -0.019098, -0.106316, 0.017274, 0.082074, 0.00408, 0.002638, -0.154707, 0.12441, -0.018327, 0.006233, -0.134399, 0.04525, 0.028274, 0.046309, 0.00944, 0.076879, 0.031786, -0.032509, 0.11646, 0.012621, 0.01545, 0.000742, 0.001133, -0.067697, 0.06665, -0.050466, 0.020229, -0.048211, -0.074472, 0.115884, 0.110415, 0.059681, -0.025068, 0.011913, -0.005621, -0.076937, -0.051122, 0.112566, 0.020452, -0.028577, -0.040811, 0.103482, 0.048754, 0.019221, 0.02195, 0.008021, 0.087019, -0.063203, -0.17269, 0.120415, -0.014918, -0.097298, -0.056471, -0.048872, 0.045571, -0.031073, 0.062371, -0.034754, 0.000083, -0.01602, -0.05839, 0.005516, 0.015099, -0.054045, -0.006365, 0.022609, -0.029676, -0.082291, -0.078941, 0.044134, -0.049121, 0.038428, -0.111835, 0.084669, -0.099914, 0.140727, -0.045479, 0.049177, -0.035448, 0.094668, -0.003413, 0.02979, 0.017275, 0.091523, 0.097129, 0.033562, 0.067176, 0.007732, -0.00851, -0.105714, 0.10976, 0.011147, 0.011044, 0.01629, -0.040261, -0.004114, -0.075656, -0.023054, -0.046553, 0.012588, -0.092327, -0.015197, -0.05707, 0.014406, 0.068539, 0.058928, -0.053622, -0.036456, -0.001793, 0.082999, -0.109282, 0.017439, 0.078858, -0.056072, 0.048935, 0.020039, 0.079904, 0.020855, -0.018278, -0.047604, -0.010017, 0.012173, -0.049664, -0.00867, 0.039613, -0.000681, -0.081892, 0.061031, 0.021902, -0.046432, 0.030119, -0.080083, 0.071687, -0.004684, 0.094786, 0.050522, 0.033503, 0.040802, -0.032987, 0.001879, -0.031851, -0.032927, -0.108084, -0.034096, -0.073199, 0.020404, 0.097653, -0.018367, 0.104222, -0.012792, -0.022723, -0.073326, 0.123658, -0.063468, 0.085321, -0.015293, -0.033105, 0.081052, 0.030094, 0.065832, 0.126097, -0.068492, 0.012126, -0.07512, -0.01415, -0.0004, 0.046706, -0.054107, 0.035401, -0.017981, -0.021904, -0.057631, 0.022225, -0.091335, -0.013076, -0.031925, -0.048607, -0.101896, 0.067599, -0.023282, 0.179168, -0.022953, -0.05096, 0.064334, -0.044223, 0.071615, 0.150315, 0.12307, 0.114761, -0.097179, 0.013983, 0.060204, 0.071744, 0.051789, -0.013486, 0.015182, -0.028375, 0.026952, 0.04061, -0.067657, 0.092992, -0.011932, -0.029484, -0.017371, 0.121058, -0.071045, 0.06405, -0.049636, -0.040832, 0.043841, -0.093631, 0.070636, 0.002958, -0.041919, 0.068604, 0.020066]
    },
    {
      "name": "wikipedia-mcp-server",
      "displayName": "Wikipedia",
      "description": "Search Wikipedia articles, read summaries and full text, target sections, find nearby pages, and list language editions via MCP. STDIO or Streamable HTTP.",
      "category": "research",
      "endpoint": "https://wikipedia.caseyjhand.com/mcp",
      "npm": "@cyanheads/wikipedia-mcp-server",
      "github": "https://github.com/cyanheads/wikipedia-mcp-server",
      "version": "0.1.6",
      "auth": "none",
      "keywords": [
        "encyclopedia",
        "wikipedia",
        "encyclopedia articles",
        "definitions",
        "biographies",
        "what is",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "mediawiki",
        "typescript",
        "bun",
        "stdio",
        "streamable-http"
      ],
      "tools": [
        {
          "name": "wikipedia_search",
          "description": "Search Wikipedia articles by full-text query. Returns ranked results with plain-text titles, snippets (HTML stripped), page IDs, and word counts. Best when the exact article title is unknown or when multiple articles on a topic are needed. Returned pageid values can be passed to other tools. Supports all Wikipedia language editions.",
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        },
        {
          "name": "wikipedia_get_summary",
          "description": "Fetch the lead-section summary for a Wikipedia article — the 2–4 paragraph intro that answers \"what is X?\". Returns plain-text extract, Wikidata QID (wikibase_item) for cross-referencing with wikidata-mcp-server, short description, and thumbnail URL. Redirect pages are followed automatically. When page_type is \"disambiguation\", the title matched a disambiguation page — call wikipedia_search with a more specific query to find the intended article. Prefer this over wikipedia_get_article unless full article depth is needed.",
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        },
        {
          "name": "wikipedia_get_article",
          "description": "Fetch article content as clean plain text. Without section_index: returns the full article with == Section == markers preserved for structure. With section_index (from wikipedia_get_sections): returns just that section as plain text. Section-targeted reads are faster and smaller when only part of the article is needed.",
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        },
        {
          "name": "wikipedia_get_sections",
          "description": "Fetch the table of contents for a Wikipedia article. Returns section titles, heading levels, section numbering (e.g. \"2.1\"), and section_index values. Pass a section_index to wikipedia_get_article to retrieve just that section. Useful for enumerating article structure before doing a targeted section read.",
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        },
        {
          "name": "wikipedia_search_nearby",
          "description": "Find Wikipedia articles about places near a geographic coordinate. Returns articles sorted by distance from the query point, with titles, page IDs, coordinates, and distance in meters. Useful for \"what is notable near X?\" research workflows. Only articles with geographic coordinates in their Wikidata record are returned — not all articles about locations are geotagged.",
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        },
        {
          "name": "wikipedia_get_languages",
          "description": "List the language editions available for a Wikipedia article. Returns language codes, article titles in each language, and full URLs. Useful for cross-language research and for discovering the correct article title in a target language before fetching it. The language parameter specifies which edition to query from.",
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        }
      ],
      "embedding": [0.041713, 0.016168, 0.129699, -0.043989, 0.148146, 0.001496, 0.032003, 0.068831, -0.063021, 0.020438, -0.096151, 0.025891, -0.046226, -0.01072, -0.040342, 0.002474, 0.043203, -0.061195, -0.069926, -0.041607, -0.020752, 0.021833, 0.027612, -0.024852, -0.013847, -0.040835, -0.005439, -0.023408, -0.02331, 0.01547, -0.085117, 0.006423, 0.072921, 0.024699, -0.00169, 0.017656, 0.011972, 0.072508, 0.001254, -0.068337, -0.042364, -0.079348, -0.018154, 0.074966, -0.030233, 0.007294, -0.216851, 0.118421, -0.083365, 0.016078, -0.11007, 0.095739, 0.00585, 0.083778, -0.017253, 0.053765, 0.064095, -0.059116, 0.104419, -0.00699, 0.129419, -0.026347, -0.007269, -0.03812, 0.059585, 0.003987, -0.055902, -0.009398, -0.02815, 0.078591, 0.029641, 0.0478, -0.018984, 0.008747, 0.05971, -0.145709, -0.0686, 0.052907, 0.006764, 0.019996, 0.00293, 0.002589, 0.061691, 0.09238, -0.000638, -0.056964, 0.07155, 0.010838, -0.087069, 0.067637, 0.012451, -0.154492, -0.037337, 0.00596, 0.077947, -0.030145, -0.008569, -0.040086, 0.02311, 0.028828, -0.051435, 0.027907, 0.0226, -0.013168, -0.08761, 0.017261, 0.040564, -0.039451, -0.064342, 0.02814, -0.001705, 0.105266, -0.086752, 0.023689, -0.070929, 0.108966, -0.039932, 0.024347, -0.008929, 0.02735, 0.021917, 0.043755, -0.024688, 0.087091, 0.092987, -0.06433, 0.099274, 0.008936, 0.004953, -0.084652, 0.081749, 0.031774, 0.026266, -0.007765, -0.029498, 0.003475, -0.036108, -0.018422, -0.026653, 0.009075, -0.046323, 0.006421, -0.107722, 0.061052, 0.033011, -0.048903, -0.078003, -0.009472, 0.003185, 0.009071, -0.075018, 0.04279, 0.048312, -0.033523, 0.02825, 0.023619, 0.112832, 0.005405, -0.04815, -0.072329, 0.017316, -0.010061, -0.039425, -0.11701, 0.068676, 0.024751, -0.057639, 0.120565, 0.030303, -0.09727, 0.003425, -0.070355, 0.104209, 0.00503, 0.039445, 0.086285, 0.133248, 0.064017, -0.016641, 0.004249, -0.033783, -0.048631, -0.070745, 0.001795, -0.063854, -0.000803, 0.054585, 0.033508, -0.006539, 0.02579, -0.058927, -0.101847, 0.085543, -0.040604, 0.046053, -0.046692, -0.097251, 0.097615, 0.068048, 0.119446, 0.099422, 0.009159, 0.047677, -0.021474, -0.092473, -0.028046, 0.088032, 0.031912, 0.072065, -0.019208, 0.017561, -0.068827, 0.022024, -0.114617, 0.005737, -0.081645, -0.140305, -0.036753, 0.054553, -0.047115, 0.165935, -0.027313, 0.023875, 0.082319, -0.004575, 0.111741, 0.128708, 0.079487, 0.121798, -0.118773, -0.036776, 0.060104, 0.041817, 0.108806, 0.019707, 0.065963, -0.068464, 0.014801, -0.013033, -0.030473, 0.049034, -0.00904, 0.030146, 0.040101, 0.02141, -0.137551, 0.061494, -0.025884, -0.03652, 0.018064, -0.052063, 0.060655, 0.064189, -0.091126, 0.045993, 0.049661]
    },
    {
      "name": "worldbank-mcp-server",
      "displayName": "World Bank",
      "description": "Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://worldbank.caseyjhand.com/mcp",
      "npm": "@cyanheads/worldbank-mcp-server",
      "github": "https://github.com/cyanheads/worldbank-mcp-server",
      "version": "0.1.9",
      "auth": "none",
      "keywords": [
        "economy",
        "economics",
        "global development",
        "GDP",
        "poverty",
        "development indicators",
        "finance",
        "economic growth",
        "demographics",
        "international development",
        "world economy",
        "developing countries",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "typescript",
        "bun",
        "stdio",
        "streamable-http",
        "ai-agent",
        "world-bank",
        "open-data",
        "development-indicators",
        "global-data",
        "worldbank"
      ],
      "tools": [
        {
          "name": "worldbank_list_topics",
          "description": "Lists all 21 World Bank thematic topics (Economy & Growth, Health, Education, etc.) with descriptions. Use to browse the indicator space or find a topic_id for worldbank_search_indicators.",
          "embedding": [0.030171, -0.004548, 0.016546, -0.079165, 0.067543, 0.076832, -0.056747, 0.102601, -0.046078, -0.070486, -0.031765, 0.015791, 0.069023, 0.034185, 0.076359, -0.080609, 0.022854, 0.017996, -0.086559, 0.001484, -0.029302, 0.092355, 0.099408, 0.082247, -0.020123, -0.098221, -0.009212, 0.028091, -0.115995, 0.038772, -0.107074, 0.057938, 0.006393, 0.053797, -0.025863, 0.051788, 0.004403, 0.061255, 0.033068, -0.043843, 0.016324, -0.138068, -0.058138, 0.107985, 0.049339, -0.099285, -0.124015, 0.028168, -0.042874, 0.048978, -0.10134, 0.136183, 0.054815, -0.038862, -0.019292, 0.018148, 0.024351, -0.076483, 0.025329, -0.034498, 0.08215, -0.070183, 0.014966, 0.012574, 0.115411, -0.083598, -0.075325, 0.009159, -0.020081, 0.029012, 0.025686, 0.043106, 0.004057, 0.023767, 0.063945, -0.126948, -0.023829, 0.00914, -0.054546, -0.072027, 0.051555, 0.080665, 0.068457, -0.090651, -0.049197, -0.019287, 0.071907, 0.025323, -0.066101, 0.108316, -0.03066, -0.096688, -0.057993, -0.020324, 0.027321, -0.065819, -0.087056, -0.083764, 0.025, 0.052124, -0.035582, 0.015926, 0.055925, 0.012295, -0.015475, 0.026532, -0.030158, -0.085343, -0.148217, 0.051428, -0.017936, -0.036058, -0.010803, 0.002455, -0.021175, 0.202585, -0.074046, 0.032829, -0.096906, 0.024576, -0.021569, -0.002656, 0.003413, 0.026886, 0.080739, 0.009521, 0.053168, 0.049744, 0.103535, -0.038114, 0.096991, -0.007423, -0.08399, -0.057599, -0.029484, -0.006615, -0.093264, -0.081378, 0.097784, -0.045248, -0.054701, -0.03784, 0.00509, -0.076935, 0.067895, 0.002429, -0.056107, -0.017073, 0.007384, 0.064162, 0.004252, -0.011531, 0.102729, -0.012078, -0.009735, 0.064985, 0.037133, 0.005745, 0.017503, -0.032849, -0.067918, 0.066095, 0.02855, -0.06, 0.08527, -0.081265, 0.048448, 0.008347, 0.044014, -0.012851, -0.006916, -0.08834, 0.038478, -0.021849, -0.009117, -0.004508, 0.093794, -0.040589, 0.068416, 0.043352, -0.065733, -0.081511, -0.036952, 0.013571, -0.017913, -0.016886, 0.056403, 0.026692, 0.022463, -0.036106, 0.01208, -0.153553, -0.046779, 0.045169, -0.006836, -0.014377, 0.012976, 0.061071, 0.075932, -0.049684, -0.026734, -0.028624, 0.067385, 0.084136, -0.012666, -0.003508, -0.033531, 0.004704, 0.006478, -0.023316, 0.056491, -0.052026, 0.086282, -0.037603, 0.004252, 0.014717, -0.059998, -0.056714, 0.095311, 0.082457, 0.158521, -0.074095, 0.004499, 0.078394, -0.048631, 0.000936, 0.133672, 0.149886, 0.125026, -0.042291, -0.019949, 0.152108, 0.071348, -0.019588, 0.031098, 0.087234, -0.048561, -0.009835, 0.062879, -0.055703, 0.028424, -0.019668, -0.032049, -0.111031, 0.097442, -0.030828, 0.0861, -0.113725, -0.029535, 0.022274, -0.071558, 0.052126, 0.014681, -0.046285, -0.047461, 0.056456]
        },
        {
          "name": "worldbank_list_sources",
          "description": "Lists the 70+ World Bank data sources (datasets) such as World Development Indicators, IDS, and Doing Business. Returns source IDs and names for use as source_id in worldbank_search_indicators. Supports pagination.",
          "embedding": [0.002982, 0.041781, 0.026858, -0.003038, 0.058353, 0.091661, -0.063916, 0.080089, -0.059291, -0.064248, -0.021518, 0.020208, 0.012341, 0.01684, 0.099807, -0.063373, -0.019989, 0.010127, -0.059323, -0.00374, 0.019974, 0.10195, 0.072504, 0.040895, -0.021973, -0.051481, 0.014353, -0.030982, -0.055852, 0.00449, -0.080855, 0.083721, 0.069816, 0.049792, -0.053057, 0.070068, -0.045155, 0.05482, 0.008558, -0.055285, -0.014267, -0.086898, -0.068309, 0.191752, 0.077002, -0.066923, -0.113092, 0.047795, -0.007773, 0.026867, -0.104744, 0.115011, -0.009813, -0.015877, 0.014921, 0.035731, 0.056808, -0.09608, 0.017512, -0.039088, 0.096835, -0.069822, 0.092722, -0.025736, 0.121504, -0.032956, -0.001516, 0.02667, 0.008211, 0.070455, 0.057824, 0.054558, 0.022579, 0.052348, 0.009339, -0.14381, 0.023322, 0.028835, 0.009008, -0.063294, 0.025213, 0.07984, 0.021782, -0.101496, -0.004269, 0.018991, 0.06127, -0.042407, -0.006213, 0.041997, -0.005558, -0.077331, -0.081633, -0.026759, -0.00211, -0.105686, -0.007966, 0.015906, 0.06816, 0.089583, -0.028744, 0.049679, 0.056438, -0.009738, -0.02035, 0.001596, -0.035681, -0.060252, -0.146689, 0.019926, -0.006148, -0.035531, -0.074611, 0.056275, -0.014016, 0.151835, -0.051506, 0.040997, -0.130535, 0.03203, -0.015615, 0.00007, -0.027355, 0.014489, 0.11434, 0.034471, 0.012839, 0.050789, 0.112048, 0.00252, 0.053846, 0.054725, -0.033929, -0.039102, -0.052201, -0.060873, -0.093536, -0.045862, 0.040173, -0.002008, -0.034736, -0.038582, -0.099143, -0.008823, 0.114976, 0.042678, -0.076756, -0.049029, 0.014848, 0.131759, -0.051536, 0.027492, 0.050202, -0.047018, 0.035992, 0.031423, 0.070779, 0.037112, -0.084828, -0.037182, -0.057098, 0.109504, 0.02205, -0.028905, 0.044157, -0.053135, -0.002853, 0.032346, 0.067383, 0.002296, -0.064639, -0.076157, 0.040837, -0.006444, 0.090046, -0.007249, 0.116622, -0.023666, 0.07269, 0.040238, -0.025303, -0.049671, -0.076355, 0.027159, 0.042748, -0.006365, 0.042243, 0.013387, 0.033697, -0.045854, 0.009003, -0.144162, -0.020743, 0.011888, -0.026129, -0.008748, 0.010649, 0.088866, 0.10586, -0.058058, -0.032978, -0.065182, 0.013369, 0.043195, -0.019702, -0.034513, 0.014421, 0.000024, 0.085849, -0.003475, 0.020412, -0.031775, 0.063131, -0.047872, -0.019725, 0.035397, -0.07415, -0.029424, 0.15585, 0.119011, 0.200923, -0.032362, 0.034077, 0.033836, -0.049881, 0.018756, 0.103956, 0.115884, 0.093846, -0.056669, -0.05112, 0.144243, 0.115294, -0.039241, 0.06672, -0.002756, 0.006184, -0.001094, 0.039313, 0.018684, 0.031243, -0.017914, -0.044177, -0.06242, 0.145928, -0.076741, 0.09808, -0.085937, 0.004256, -0.038502, -0.04414, 0.050565, 0.032939, -0.089363, -0.068547, 0.034582]
        },
        {
          "name": "worldbank_list_countries",
          "description": "Lists countries and regional aggregates with metadata: ISO codes, region, income level, capital, and coordinates. Filterable by region code (e.g. EAS, SSF, NAC) and income level (LIC, LMC, UMC, HIC). By default, excludes regional/income-group aggregate entries and returns individual countries only. Set include_aggregates=true to also see region, income group, and world aggregate entities.",
          "embedding": [0.017125, 0.026692, 0.065819, 0.026177, 0.07441, 0.017405, -0.035544, 0.100875, -0.090135, -0.021596, -0.062962, -0.036557, 0.013136, 0.017638, 0.071585, -0.009506, 0.010553, 0.006142, -0.01407, -0.040984, 0.021893, 0.088667, 0.086571, 0.030581, -0.024143, -0.090289, 0.033439, 0.016807, -0.051418, -0.030825, -0.058076, 0.152852, 0.054008, 0.086505, -0.007457, 0.003945, -0.063677, 0.035179, 0.014352, -0.074876, 0.04118, -0.119546, -0.104736, 0.160113, 0.135596, -0.043799, -0.113054, 0.071723, -0.055562, 0.074966, -0.046726, 0.10231, -0.020903, -0.002783, -0.001922, -0.037349, 0.009863, -0.105496, -0.017291, -0.037476, 0.049615, -0.017568, 0.008901, -0.026818, 0.08176, -0.029533, -0.009393, -0.071296, -0.01111, 0.053192, 0.033927, 0.029399, -0.005655, 0.048334, 0.018137, -0.168717, -0.07432, 0.001193, -0.01452, -0.051451, 0.009303, 0.045938, 0.003199, -0.047195, -0.013633, -0.038822, 0.033784, -0.083288, -0.04756, 0.067075, 0.010073, -0.076395, -0.059157, 0.014779, 0.010698, -0.15335, 0.004353, 0.05982, 0.00571, 0.0923, -0.04344, 0.04834, 0.034557, -0.064727, -0.018284, -0.007371, -0.047591, -0.062024, -0.114074, 0.015304, -0.005076, 0.018737, -0.083011, 0.055241, 0.01356, 0.082035, 0.003167, 0.05525, -0.04371, 0.059217, 0.065947, 0.0166, 0.035025, 0.039775, 0.091807, -0.065893, 0.092011, 0.089471, 0.07095, -0.005571, 0.036313, 0.019803, -0.011733, 0.051633, -0.037859, -0.083823, -0.133388, -0.07954, 0.086192, -0.03675, -0.05651, -0.028065, -0.134624, -0.069777, 0.032553, -0.004984, -0.011787, 0.018809, -0.009588, 0.127858, -0.030289, 0.019263, 0.005855, -0.050419, -0.036629, 0.044639, 0.091415, 0.056118, -0.058548, -0.08612, -0.038729, 0.077346, 0.020937, -0.043065, 0.071049, -0.030324, 0.015487, 0.030349, 0.054192, -0.013662, -0.097394, -0.107204, 0.096105, 0.031891, 0.014161, -0.064759, 0.138367, 0.05969, 0.062147, -0.012678, -0.059728, -0.070376, -0.061674, -0.023683, 0.017383, -0.000064, 0.115224, 0.027998, -0.006592, -0.017251, 0.072815, -0.134088, 0.024598, -0.066492, -0.009031, -0.00334, 0.003062, 0.105578, 0.051896, -0.010643, 0.005522, -0.039291, 0.092082, 0.091197, -0.002445, 0.026392, -0.030184, -0.005944, 0.007173, -0.004261, -0.037872, -0.016508, 0.037105, -0.084879, -0.004469, 0.065077, -0.073642, 0.042037, 0.149508, 0.161818, 0.162771, -0.025857, 0.012442, 0.045033, -0.013297, 0.059782, 0.103531, 0.095082, 0.109183, -0.062836, -0.045687, 0.1098, 0.073247, -0.018059, 0.041135, -0.017441, -0.001051, 0.003263, 0.01465, 0.041688, 0.030895, 0.036219, -0.079813, -0.113125, 0.080328, -0.042291, 0.113569, -0.10072, -0.075685, 0.013897, -0.071685, 0.008614, 0.024445, -0.036149, -0.049305, 0.03846]
        },
        {
          "name": "worldbank_get_country",
          "description": "Fetches full metadata for a specific country or aggregate entity: region, income level, capital, coordinates, and lending type. Accepts ISO2 codes (US, DE), ISO3 codes (USA, DEU), or World Bank aggregate codes (EAS, HIC, WLD).",
          "embedding": [0.036296, 0.028336, 0.077911, 0.033347, 0.11927, -0.011756, -0.001727, 0.120174, -0.043614, -0.00615, -0.045088, -0.033259, -0.002785, -0.003062, 0.054159, -0.041224, 0.008229, 0.019237, -0.036056, -0.019972, -0.020215, 0.082824, 0.066778, 0.056944, -0.059766, -0.091958, -0.007926, 0.023483, -0.083182, -0.027793, -0.081424, 0.071163, 0.030209, 0.054433, -0.007189, 0.049623, -0.058431, 0.035549, -0.032709, -0.092655, 0.019883, -0.114687, -0.045914, 0.141252, 0.094777, -0.031104, -0.154711, 0.089811, -0.044427, 0.047694, -0.055221, 0.106597, -0.031814, 0.036695, 0.016441, -0.012381, 0.045329, -0.125829, -0.000342, -0.051456, 0.041315, -0.085597, 0.038009, -0.022002, 0.093751, -0.023769, -0.029269, -0.040779, 0.00542, 0.041164, 0.024623, 0.015491, -0.01635, 0.057276, 0.015894, -0.17567, -0.062245, 0.041597, 0.019341, 0.008399, -0.00375, 0.037108, -0.002014, -0.081995, 0.01167, 0.012225, 0.053088, -0.036559, -0.033924, 0.062017, 0.037235, -0.096744, -0.098966, 0.033025, 0.006378, -0.123474, -0.024595, 0.036603, 0.022548, 0.084213, -0.037856, 0.032115, 0.021195, -0.069346, -0.029163, -0.014591, -0.044415, -0.099008, -0.127094, 0.003264, 0.024179, 0.018881, -0.092131, 0.060433, 0.016688, 0.067512, 0.01286, 0.065111, -0.057884, 0.081776, 0.007179, 0.002272, -0.025006, 0.025346, 0.117527, -0.02527, 0.04801, 0.050811, 0.054889, 0.033378, 0.05209, -0.01635, -0.018485, 0.032267, -0.004417, -0.03278, -0.113448, -0.076242, 0.081045, -0.051063, -0.030667, -0.055158, -0.157979, -0.060115, 0.08424, 0.00661, -0.007975, -0.001382, -0.026686, 0.108785, 0.010785, 0.044606, 0.027211, -0.015131, -0.000387, 0.020791, 0.084327, 0.043433, -0.082447, -0.062325, -0.064505, 0.060402, 0.019299, -0.050301, 0.057735, -0.037843, 0.023159, 0.084605, 0.03946, -0.060073, -0.066382, -0.12501, 0.109965, 0.055396, 0.018699, -0.025174, 0.136409, 0.022066, 0.08851, 0.003771, -0.064602, 0.015486, -0.023897, 0.02047, 0.041542, 0.012606, 0.102998, -0.003224, 0.014879, -0.054459, 0.057728, -0.122774, 0.010327, -0.097381, -0.001591, -0.037349, -0.001383, 0.112512, 0.024167, 0.004874, 0.031658, -0.077674, 0.098149, 0.081269, -0.006438, 0.032625, 0.049383, 0.009556, 0.021172, 0.020263, -0.015598, -0.021288, 0.047362, -0.071881, -0.033129, 0.054451, -0.131081, -0.014639, 0.129166, 0.107194, 0.171394, -0.003595, 0.021565, 0.051157, -0.004319, 0.085251, 0.097767, 0.114669, 0.100743, -0.076781, -0.048667, 0.120014, 0.083419, -0.025677, 0.052052, -0.022903, -0.008713, 0.02783, 0.069832, 0.043707, 0.023527, -0.005194, -0.092586, -0.114798, 0.075686, -0.055934, 0.079383, -0.084769, -0.056748, 0.055164, -0.091773, 0.028306, 0.054991, -0.06546, -0.084907, -0.027793]
        },
        {
          "name": "worldbank_search_indicators",
          "description": "Searches the 29,500+ World Bank indicator catalog by keyword, topic, or source. Returns indicator IDs and metadata for chaining into worldbank_get_data. At least one of query, topic_id, or source_id must be provided. When combined with topic_id or source_id, keyword filtering applies across all results in that topic or source. Use worldbank_list_topics for topic IDs, worldbank_list_sources for source IDs.",
          "embedding": [0.010599, 0.04774, 0.053988, -0.020021, 0.087167, 0.064402, -0.038742, 0.049024, -0.088199, -0.040635, -0.018472, 0.032753, 0.027814, 0.067972, 0.125454, -0.075492, 0.048366, -0.000999, -0.070423, 0.001005, 0.028139, 0.130999, 0.111773, 0.025087, -0.030815, -0.070216, -0.017166, 0.009926, -0.098156, 0.035341, -0.06693, 0.079053, 0.060053, 0.045441, -0.04786, 0.070167, -0.075474, 0.04374, 0.045286, -0.011339, -0.036772, -0.127838, -0.05186, 0.144442, 0.069071, -0.032028, -0.148001, 0.038541, 0.008856, 0.026289, -0.074842, 0.112886, 0.008458, -0.031619, 0.014788, 0.021356, 0.015481, -0.074421, 0.007578, 0.004382, 0.05335, -0.05246, 0.085658, 0.00705, 0.150953, -0.021608, -0.075331, 0.033788, -0.0068, 0.077742, 0.107009, 0.053843, 0.002655, 0.055998, 0.048695, -0.110464, -0.017012, 0.014735, -0.015277, -0.029701, 0.023694, 0.104046, 0.002854, -0.098541, 0.024394, 0.02214, 0.058843, -0.010038, -0.009828, 0.069797, -0.039612, -0.112024, -0.040899, -0.023623, -0.016307, -0.092493, 0.005909, 0.008768, 0.035935, 0.079274, -0.02899, 0.032743, 0.045362, -0.004255, -0.030014, -0.021656, -0.016756, -0.087641, -0.14068, 0.008101, -0.034558, 0.006359, -0.066732, 0.041785, 0.021854, 0.18875, -0.034883, 0.030569, -0.115826, 0.010997, 0.007739, 0.038408, -0.018782, 0.021681, 0.098215, 0.019777, 0.020813, 0.070213, 0.069048, -0.010323, 0.058055, 0.037644, -0.065923, -0.033239, -0.078292, -0.037819, -0.06619, -0.049689, 0.021272, -0.048421, -0.016495, -0.050574, -0.065968, -0.062746, 0.077854, 0.083976, -0.058943, -0.035774, -0.028827, 0.099194, -0.038337, 0.028612, 0.065543, -0.061079, -0.039733, 0.056249, 0.044142, 0.013869, -0.061244, -0.022862, -0.048515, 0.093254, 0.004741, -0.084203, 0.035789, -0.03889, 0.038719, 0.03601, 0.026062, -0.002734, -0.048004, -0.074272, 0.047222, 0.016825, 0.05685, -0.007505, 0.126939, 0.003424, 0.081438, 0.050513, -0.037803, -0.041463, -0.103839, 0.019121, 0.001511, -0.03172, 0.040426, 0.058629, 0.054431, -0.051621, 0.005038, -0.136107, -0.036525, 0.015, -0.024843, -0.015845, 0.012538, 0.087944, 0.091043, -0.042744, -0.018686, -0.089442, 0.071172, 0.018409, -0.056795, -0.002104, -0.03332, -0.039913, 0.042568, -0.008936, 0.048851, -0.105745, 0.060738, -0.124745, 0.017357, 0.027727, -0.049484, 0.007385, 0.129162, 0.089163, 0.178893, -0.029884, 0.005897, 0.025985, -0.059036, 0.018953, 0.088191, 0.118692, 0.091406, -0.058789, -0.043585, 0.178268, 0.090112, -0.038004, 0.034395, 0.003818, -0.015271, -0.008715, 0.035367, 0.013705, 0.008465, -0.015268, -0.046888, -0.053976, 0.125627, -0.08196, 0.089567, -0.10739, -0.04138, -0.003555, -0.058181, -0.018293, -0.009004, -0.138872, -0.065551, 0.001976]
        },
        {
          "name": "worldbank_get_indicator",
          "description": "Fetches complete metadata for a single World Bank indicator by its ID: name, description, source dataset, source organization, unit, and thematic topics. Use worldbank_search_indicators to discover indicator IDs if you only know the concept.",
          "embedding": [0.030571, 0.010371, 0.057061, -0.049209, 0.10927, 0.035616, -0.037789, 0.048707, -0.071606, -0.058063, -0.013345, 0.046648, 0.029357, 0.04193, 0.071418, -0.03605, 0.048392, -0.020492, -0.110976, -0.01808, 0.007291, 0.095386, 0.071388, 0.0245, -0.083729, -0.067168, 0.019308, 0.004577, -0.116595, 0.020399, -0.068915, 0.038019, 0.077969, 0.030612, -0.022676, 0.070984, -0.036312, 0.039858, 0.018098, -0.021691, 0.000464, -0.118413, -0.049544, 0.154682, 0.057995, -0.07028, -0.172445, 0.060692, -0.031311, 0.03356, -0.079438, 0.113213, -0.033083, -0.001962, -0.011592, 0.025667, 0.035621, -0.070865, 0.007405, -0.039558, 0.06719, -0.063244, 0.07202, -0.003802, 0.10871, -0.024722, -0.003469, 0.014819, 0.038648, 0.060247, 0.052464, 0.048474, 0.004014, 0.046791, 0.039334, -0.117408, 0.001929, 0.051955, 0.02801, -0.020096, 0.027758, 0.063664, 0.00132, -0.124025, 0.020516, 0.027965, 0.033707, -0.010241, -0.019941, 0.055609, -0.022015, -0.108138, -0.080749, -0.016589, 0.006911, -0.092459, -0.002337, -0.003553, 0.071333, 0.087534, -0.05025, 0.027391, 0.016517, -0.0225, -0.034702, -0.00855, -0.046155, -0.088295, -0.152695, 0.004505, -0.028301, 0.004727, -0.074303, 0.109339, 0.01797, 0.161318, -0.036379, 0.031057, -0.086237, 0.045292, -0.021748, 0.017788, -0.018393, 0.000496, 0.084526, 0.008801, 0.020613, 0.040366, 0.090233, 0.020526, 0.02727, 0.043439, -0.062497, -0.017908, -0.061695, -0.030226, -0.105855, -0.061257, 0.063492, 0.00029, -0.051893, -0.028076, -0.082766, -0.080357, 0.101814, 0.067985, -0.060747, -0.071906, -0.010648, 0.085833, -0.017763, 0.007929, 0.104528, -0.014231, -0.000577, 0.032212, 0.066804, 0.000637, -0.111198, -0.056178, -0.072965, 0.066509, -0.008465, -0.065717, 0.011244, -0.053741, 0.026196, 0.045365, 0.069083, -0.053068, 0.00177, -0.062646, 0.081441, 0.072587, 0.062466, -0.026, 0.120858, -0.064236, 0.072148, 0.036281, -0.039601, -0.029739, -0.071435, 0.035511, 0.025606, 0.002056, 0.027102, 0.046362, 0.033716, -0.092067, 0.039847, -0.153097, -0.045369, -0.065206, 0.008383, -0.037102, -0.048028, 0.080471, 0.069233, -0.037769, -0.014025, -0.090509, 0.048381, 0.035979, -0.025735, -0.005342, 0.019466, -0.019267, 0.070942, -0.014173, 0.006116, -0.053243, 0.04928, -0.090566, -0.020834, 0.06695, -0.114837, -0.005322, 0.115694, 0.094957, 0.206027, -0.04838, -0.017543, 0.017369, -0.023634, 0.04437, 0.085837, 0.121434, 0.101608, -0.054858, -0.064427, 0.140943, 0.074138, -0.02766, 0.040215, 0.01887, -0.017557, 0.003462, 0.045677, 0.008831, 0.023254, -0.025943, -0.04843, -0.074248, 0.130446, -0.053761, 0.090288, -0.067149, -0.063083, 0.04176, -0.048605, 0.047399, 0.001924, -0.130344, -0.110262, 0.002839]
        },
        {
          "name": "worldbank_get_data",
          "description": "Queries World Bank indicator values for one or more countries across a time range. The primary data-access tool — use worldbank_search_indicators to find indicator_id values. Returns observations with null values when data is not available for a country×year cell (common for sparse series). Specify either date_range (historical analysis) or mrv (most recent N values), not both. For \"all\" countries, use pagination (per_page up to 1000) since the API returns ~266 entries per indicator.",
          "embedding": [0.010976, 0.044414, 0.066089, -0.02101, 0.064196, 0.087132, -0.045427, 0.001862, -0.031368, -0.034911, 0.041674, 0.009238, 0.05104, 0.054885, 0.085519, -0.078621, -0.000385, -0.077375, -0.003114, 0.003306, 0.005101, 0.046298, 0.094792, 0.053045, -0.066091, -0.078493, -0.020557, -0.026872, -0.110742, 0.00153, -0.064779, 0.094719, 0.025601, 0.036488, -0.016958, 0.036502, -0.038743, 0.070171, 0.039409, 0.012304, 0.007674, -0.105997, -0.040216, 0.130618, 0.033803, -0.033339, -0.15057, 0.093698, 0.030031, 0.042528, -0.086409, 0.130892, 0.015104, -0.045923, 0.008652, 0.008762, 0.020637, -0.114401, -0.005353, -0.064935, 0.104618, -0.05841, 0.081352, 0.012803, 0.093443, -0.02534, 0.014954, -0.0048, 0.028323, 0.053265, 0.075581, 0.052707, -0.001307, 0.080244, 0.023374, -0.148821, -0.071633, 0.017943, 0.004746, 0.017117, -0.022997, 0.023216, -0.009893, -0.143619, -0.016303, 0.028909, 0.053279, -0.023102, -0.052656, 0.02252, -0.051682, -0.113686, -0.021184, -0.011141, -0.042142, -0.090216, -0.003677, 0.050865, 0.037623, 0.069115, -0.058258, 0.041424, 0.022606, -0.052495, -0.037752, -0.044486, -0.048821, -0.110373, -0.155223, 0.030932, -0.048194, 0.015137, -0.099597, 0.110646, 0.037838, 0.114777, 0.039211, 0.07916, -0.106634, 0.000831, 0.03276, 0.051578, 0.005228, -0.001163, 0.080348, -0.033978, 0.067864, 0.044021, 0.107233, 0.035051, 0.074365, 0.022487, -0.029152, 0.001516, -0.063016, 0.002991, -0.100431, -0.021611, 0.071518, -0.041967, -0.024443, -0.044624, -0.004659, -0.087509, 0.083426, 0.065961, -0.055056, -0.037927, -0.005882, 0.071405, -0.016366, 0.01372, 0.054206, -0.040959, -0.031583, 0.044231, -0.03371, 0.031639, -0.071813, -0.032651, -0.032783, 0.133338, 0.017305, -0.08385, 0.063236, -0.025822, 0.059059, 0.025457, 0.07149, -0.008234, -0.034285, -0.051182, 0.034017, -0.011261, 0.055827, 0.001074, 0.153237, -0.077791, 0.079616, 0.040143, -0.069251, -0.021172, -0.03845, 0.038955, 0.016892, -0.018172, 0.041634, 0.084439, -0.013359, -0.037579, 0.02533, -0.117583, -0.030625, -0.104351, 0.024432, -0.051987, 0.006388, 0.105153, 0.067329, -0.078627, 0.009626, -0.073159, 0.094999, 0.047491, -0.041828, 0.033046, 0.010635, -0.03372, 0.05647, -0.021653, -0.046929, -0.070357, 0.02056, -0.071723, -0.008587, 0.087305, -0.037793, 0.016331, 0.09405, 0.065684, 0.188225, -0.012025, 0.017796, 0.009178, -0.058281, 0.058526, 0.101277, 0.136365, 0.075898, -0.06138, -0.053091, 0.176751, 0.045813, -0.046952, 0.029025, 0.002731, -0.017255, -0.012104, -0.008785, 0.053531, 0.038969, 0.006618, -0.04739, -0.098339, 0.120405, -0.039893, 0.077748, -0.087826, -0.054861, -0.047392, -0.055041, 0.064714, -0.036997, -0.10633, -0.071855, 0.061555]
        }
      ],
      "embedding": [-0.002224, 0.027132, 0.097646, -0.064475, 0.087918, 0.052249, -0.003879, 0.044614, -0.021842, -0.04857, -0.02587, -0.014502, 0.008137, 0.028893, 0.053279, -0.069604, 0.010387, -0.060035, -0.095677, -0.066135, -0.013115, 0.064524, 0.086073, 0.068293, -0.113332, -0.066402, -0.001156, -0.00642, -0.07913, 0.022466, -0.049119, 0.082726, 0.03186, 0.079027, -0.002354, 0.0378, -0.021736, 0.098452, 0.004768, -0.019222, 0.010948, -0.090018, -0.020126, 0.128742, 0.065862, 0.001223, -0.14363, 0.054026, -0.003875, 0.071678, -0.120818, 0.129762, 0.003002, -0.012344, -0.027311, 0.038144, 0.047158, -0.103167, 0.019814, -0.028841, 0.103448, -0.127048, 0.066252, -0.033376, 0.061651, -0.039359, -0.014211, -0.006551, -0.013188, 0.050948, 0.037475, 0.026463, 0.003757, 0.065184, 0.019531, -0.176198, -0.037343, 0.007125, 0.005557, -0.014212, 0.006951, 0.038317, 0.026047, -0.093943, -0.02296, -0.005256, 0.089006, -0.010585, -0.04731, 0.023349, -0.00881, -0.093304, -0.059634, -0.008433, 0.028561, -0.068475, -0.083065, -0.023561, 0.047935, 0.066539, -0.006117, 0.068424, 0.024202, -0.036758, -0.045562, -0.009306, -0.040408, -0.090781, -0.179603, 0.027487, -0.026855, 0.042047, -0.081917, 0.081809, -0.000241, 0.117136, -0.029571, 0.080784, -0.080346, 0.023917, 0.01011, 0.018288, -0.033492, 0.030163, 0.044607, -0.029034, 0.067354, 0.039049, 0.112207, -0.036428, 0.074221, 0.024512, -0.070858, 0.01651, -0.066747, -0.012951, -0.140319, -0.092965, 0.054162, 0.011025, -0.04502, 0.016363, -0.056054, -0.051771, 0.134586, 0.012216, -0.10032, -0.023926, 0.006284, 0.111803, -0.116095, 0.005456, 0.042241, -0.022178, -0.022988, 0.093134, 0.046218, 0.033509, -0.069659, -0.052809, 0.024224, 0.059139, -0.009873, -0.107955, 0.064524, -0.014168, 0.008995, 0.079287, 0.03205, -0.016824, -0.014404, -0.056421, 0.089515, -0.010507, 0.060812, -0.018801, 0.100397, 0.006832, 0.077379, 0.030561, -0.085008, -0.014858, -0.030943, 0.069514, 0.002271, -0.006055, 0.083433, 0.071544, 0.029016, 0.007794, 0.040918, -0.146753, -0.005888, -0.037429, -0.010924, -0.040136, -0.029796, 0.063621, 0.069417, 0.014863, -0.006259, -0.007839, 0.092092, 0.023807, -0.008644, -0.030645, -0.014146, 0.059776, 0.04293, 0.000731, 0.000513, -0.031594, 0.035453, -0.055754, -0.021693, -0.003998, -0.112751, -0.049898, 0.110457, 0.057017, 0.208605, -0.025286, -0.023233, 0.042598, -0.031118, 0.0614, 0.137105, 0.096285, 0.101894, -0.081558, -0.064811, 0.123552, 0.05777, 0.003079, 0.029936, 0.0615, -0.070772, -0.032678, 0.009815, -0.05938, 0.05127, 0.010284, -0.046456, -0.109295, 0.063458, -0.088048, 0.080848, -0.029322, 0.006663, -0.047089, -0.121797, 0.09968, -0.005564, -0.081208, -0.034225, 0.011361]
    },
    {
      "name": "wsdot-mcp-server",
      "displayName": "WSDOT",
      "description": "Query WA highway conditions, ferry schedules, vessel locations, toll rates, border waits, and alerts via MCP. STDIO or Streamable HTTP.",
      "category": "public-data",
      "endpoint": "https://wsdot.caseyjhand.com/mcp",
      "npm": "@cyanheads/wsdot-mcp-server",
      "github": "https://github.com/cyanheads/wsdot-mcp-server",
      "version": "0.1.5",
      "auth": "none",
      "keywords": [
        "transportation",
        "traffic",
        "washington state",
        "ferries",
        "roads",
        "highways",
        "tolls",
        "commute",
        "travel times",
        "mountain passes",
        "traffic conditions",
        "seattle",
        "mcp",
        "mcp-server",
        "model-context-protocol",
        "ai",
        "bun",
        "wsdot",
        "washington",
        "washington-state",
        "typescript"
      ],
      "tools": [
        {
          "name": "wsdot_get_mountain_passes",
          "description": "Returns current road conditions for all Washington State mountain passes: status, weather, road condition, traction laws, temperature, and elevation. Includes all ~12 passes (Snoqualmie, Stevens, White, Blewett, Cayuse, etc.). Use for \"is the pass open?\", traction law status, or winter driving planning.",
          "embedding": [-0.002408, 0.030051, 0.117372, -0.059165, 0.090006, 0.004578, 0.074803, 0.051666, 0.029425, 0.000631, 0.05781, -0.003166, 0.029659, -0.061188, -0.087818, -0.018681, 0.006445, 0.026662, 0.057542, -0.030508, 0.042907, -0.056697, 0.072678, -0.043213, 0.065326, -0.021291, -0.012058, 0.056751, -0.051929, -0.009782, -0.102952, 0.044798, -0.099804, 0.013357, -0.005073, 0.162271, 0.0628, 0.022643, -0.018204, -0.121712, -0.003552, -0.074743, -0.115323, -0.026488, -0.034022, 0.029116, -0.060569, 0.01894, -0.055363, -0.082874, -0.085203, -0.035834, 0.014122, 0.086125, 0.02472, 0.032761, 0.002497, -0.028407, -0.007171, 0.026857, 0.031299, 0.030562, -0.071973, -0.008439, 0.16154, -0.065393, -0.066216, -0.000391, 0.071749, -0.020976, 0.01487, 0.035023, 0.09392, 0.076164, -0.047345, -0.049906, -0.065697, 0.032126, -0.019259, -0.088443, -0.018434, -0.032967, 0.008597, 0.036658, -0.098648, -0.029542, 0.051911, -0.004851, -0.021242, 0.071489, 0.087191, 0.039605, 0.013966, -0.046876, 0.05538, -0.140291, -0.033091, 0.059892, -0.047205, -0.065184, 0.027255, 0.040048, 0.145443, 0.043226, -0.084137, 0.067835, 0.090113, -0.008371, -0.00353, -0.005144, 0.031822, 0.019843, 0.02565, -0.035102, 0.023765, 0.085018, 0.012357, -0.00489, -0.076302, -0.025416, 0.049329, -0.051447, 0.013998, -0.011295, 0.068069, 0.055214, -0.010329, 0.007584, 0.046752, -0.030551, -0.073035, -0.003879, 0.02339, 0.079365, 0.008749, -0.085285, -0.083437, 0.004371, 0.008713, -0.001191, -0.055292, 0.028764, -0.031892, -0.078559, -0.013852, 0.025171, -0.09833, -0.049142, -0.02235, 0.144222, -0.04211, 0.039623, 0.005106, 0.004687, 0.072326, 0.069548, -0.025162, 0.058952, -0.068008, -0.07098, 0.03215, 0.065521, 0.046195, -0.052051, 0.092874, 0.091519, -0.04565, 0.119526, 0.110949, -0.028354, 0.031527, -0.111924, 0.001133, -0.00687, 0.03853, -0.033339, 0.009201, 0.083996, 0.024662, 0.062726, -0.015391, -0.026116, -0.069386, 0.021597, -0.043019, -0.059836, 0.062163, -0.013035, 0.07371, -0.10985, -0.020559, -0.081176, 0.046223, -0.096589, 0.018187, 0.069957, 0.030468, 0.040388, 0.107882, 0.021446, 0.13988, -0.097685, 0.009501, -0.077959, -0.022975, 0.129352, 0.038853, -0.088683, -0.076145, -0.001481, -0.035287, -0.091508, -0.022852, 0.038279, -0.037046, -0.036858, -0.082182, 0.015673, 0.132193, -0.109882, 0.166843, 0.073511, -0.000471, 0.074908, -0.117597, -0.001651, 0.059485, 0.056012, 0.050701, -0.123384, -0.068534, 0.037663, -0.051429, -0.011045, 0.059378, 0.046609, 0.049471, -0.060431, 0.033211, -0.033706, 0.029988, 0.043729, 0.099357, 0.061478, 0.047859, -0.192737, 0.139799, -0.019091, -0.04541, 0.04396, -0.041613, 0.058933, -0.01173, -0.09383, 0.011748, 0.020219]
        },
        {
          "name": "wsdot_search_alerts",
          "description": "Returns active WA highway alerts: incidents, construction, closures, and restrictions. Filter by state route (zero-padded 3-digit number, e.g. \"005\" for I-5, \"090\" for I-90, \"520\" for SR 520), WSDOT region (Northwest, Olympic, Southwest, South Central, North Central, Eastern), or milepost range. Omit all filters to return all current statewide alerts.",
          "embedding": [0.022061, -0.016301, 0.107922, -0.081622, 0.022859, 0.033335, 0.06343, 0.078716, 0.068134, -0.047625, -0.011334, -0.022822, -0.001335, -0.049395, -0.09841, -0.023233, 0.015049, 0.02917, 0.043661, -0.112972, -0.001385, -0.007132, 0.06842, -0.03702, 0.073987, 0.026421, -0.018818, 0.033218, -0.058594, -0.025244, -0.034774, 0.096698, 0.000405, -0.012283, -0.031216, 0.186319, 0.076641, -0.017563, -0.003895, -0.062547, -0.111738, -0.114902, -0.145415, -0.018618, 0.039976, -0.053841, -0.107551, -0.023066, -0.004813, -0.056397, -0.07427, -0.014537, -0.016042, 0.094525, 0.048729, 0.063006, 0.037281, -0.127926, 0.008276, -0.06325, 0.026919, 0.009475, -0.045777, 0.049948, 0.182942, -0.059215, -0.095755, 0.02863, 0.018501, 0.043978, 0.072817, 0.072239, 0.070603, 0.071741, -0.049008, -0.014656, -0.097983, 0.023338, -0.099921, -0.001489, 0.032845, 0.043405, 0.023218, -0.022163, -0.029193, -0.02719, 0.071488, -0.008069, -0.04057, 0.095058, 0.047613, 0.020958, -0.019905, -0.064767, -0.003287, -0.089637, -0.057797, 0.040023, -0.02032, -0.03571, -0.047721, -0.004431, 0.163802, 0.083574, -0.041937, 0.028679, 0.096991, 0.072822, -0.005515, -0.049911, 0.053217, 0.012075, 0.013527, -0.026998, 0.047182, 0.097502, 0.018779, 0.026498, -0.006461, -0.051057, 0.037126, 0.009454, -0.0192, 0.021066, 0.062582, 0.107256, 0.001589, -0.033918, 0.038421, -0.043984, -0.077061, 0.019524, 0.025022, 0.055764, -0.006925, -0.050084, -0.097113, 0.058143, 0.040799, 0.039141, 0.010515, -0.069606, -0.012786, -0.084441, 0.032631, -0.032646, -0.115819, -0.070533, 0.01302, 0.085599, -0.019675, 0.077512, -0.014131, -0.003115, 0.023729, 0.00165, 0.10353, 0.058898, -0.050251, -0.084464, 0.021633, 0.122835, 0.021835, -0.047516, 0.041743, 0.043227, -0.018426, 0.086593, 0.150784, -0.017076, -0.007962, -0.09974, 0.040891, 0.048074, 0.078916, -0.072117, 0.111466, 0.040078, -0.039194, -0.005634, -0.053625, -0.123445, -0.047954, 0.005914, -0.008076, -0.027497, 0.09424, 0.042846, 0.019862, -0.012676, 0.046325, -0.139866, 0.019766, -0.030148, 0.056991, 0.062331, 0.007231, 0.045361, 0.176266, 0.051343, 0.07329, -0.053792, 0.026838, -0.0603, -0.000257, 0.075985, -0.015264, -0.036873, -0.061145, 0.020014, -0.036126, -0.166133, 0.029676, 0.004243, 0.046446, -0.01953, -0.006834, -0.000458, 0.103562, -0.074944, 0.136602, 0.062046, -0.04261, 0.084408, -0.089692, 0.054443, 0.04664, 0.089505, 0.020818, -0.054565, -0.094149, 0.025008, 0.009039, 0.020218, 0.086788, 0.042641, 0.033996, -0.00858, 0.054308, -0.018019, 0.034227, 0.026793, 0.033827, 0.087408, -0.011011, -0.124192, 0.109935, 0.009099, -0.076332, 0.015735, -0.090506, 0.048199, 0.007199, -0.095176, 0.015888, 0.021849]
        },
        {
          "name": "wsdot_get_travel_times",
          "description": "Returns current vs. average travel times for named WA highway corridors (I-5, I-90, SR 520, SR 99, I-405, SR 167, etc.). Use for \"how congested is I-5?\" or commute time estimates. Filter by partial route name (e.g. \"I-5\", \"SR 520\") to narrow results. When current time exceeds average, the corridor is congested.",
          "embedding": [0.049278, -0.001219, 0.072201, -0.053416, 0.050766, 0.019737, 0.103328, 0.067784, 0.01968, -0.068137, 0.076081, 0.007778, -0.03944, -0.016955, -0.055266, -0.010647, -0.001184, -0.02634, 0.120243, -0.093516, 0.036029, 0.007003, 0.147199, 0.005237, 0.051222, -0.003098, -0.081441, 0.012497, -0.038701, -0.0795, -0.073063, 0.081558, 0.021614, 0.011981, -0.047216, 0.067782, 0.075389, -0.016605, -0.008992, -0.08243, -0.031662, -0.095456, -0.10747, -0.017491, 0.000715, -0.077428, -0.077591, -0.02318, 0.006379, -0.052483, -0.089882, -0.0302, 0.032699, 0.144429, 0.003465, 0.098371, 0.033645, -0.045804, 0.014726, -0.033786, 0.070629, 0.011588, -0.054831, 0.041317, 0.137503, -0.033545, -0.115931, 0.007611, 0.030422, -0.003477, 0.025977, 0.025688, 0.111125, 0.092489, -0.05297, 0.005266, -0.06947, -0.006649, -0.055358, -0.055322, -0.042246, -0.002826, -0.007786, -0.004889, -0.030983, -0.0207, 0.01649, -0.001083, -0.08651, 0.093058, 0.012812, 0.072189, -0.048521, -0.001453, 0.039678, -0.156236, -0.016896, 0.104281, -0.047338, -0.02563, 0.010529, 0.026658, 0.165098, 0.017442, -0.008217, -0.009702, 0.023694, -0.016029, -0.039637, 0.011166, 0.015073, 0.101781, 0.020551, 0.03271, 0.002625, 0.099955, 0.01019, 0.105383, -0.07655, -0.048565, 0.022592, -0.009546, -0.043449, -0.020923, 0.079619, 0.010626, 0.140217, -0.042226, 0.04946, -0.01928, -0.070239, -0.061122, 0.033128, 0.072563, -0.030088, -0.046772, -0.087242, 0.108881, 0.013571, -0.018424, -0.031144, 0.016774, -0.011538, -0.073186, 0.053272, -0.074235, -0.128399, -0.089154, 0.080174, 0.100284, -0.083031, 0.044051, 0.007382, -0.00114, 0.064265, 0.049903, 0.054301, 0.011661, -0.019076, -0.071596, 0.011958, 0.088918, 0.004118, -0.072886, 0.076597, 0.053441, -0.042085, 0.076988, 0.076137, -0.025608, 0.015729, -0.106618, 0.053545, 0.024417, 0.053564, -0.025747, 0.09061, 0.074416, 0.048697, 0.012755, -0.045403, -0.016646, -0.047065, 0.050044, 0.02079, -0.057672, 0.049151, 0.062846, 0.042554, -0.085012, 0.078182, -0.124696, 0.058368, -0.086324, 0.04575, 0.057943, 0.050446, 0.024666, 0.080434, 0.047801, 0.098843, -0.08398, 0.003234, -0.092596, -0.055203, 0.097629, -0.007421, -0.043283, -0.081076, 0.009625, -0.040405, -0.06667, -0.014466, 0.031485, -0.06275, -0.041569, -0.018651, -0.019041, 0.059913, -0.055389, 0.149498, 0.021988, 0.002344, 0.039719, -0.179623, 0.007742, 0.053319, 0.135267, -0.005228, -0.057035, -0.075398, -0.019144, -0.065805, 0.063568, -0.053796, -0.000033, 0.047246, -0.018649, 0.021797, -0.058226, 0.013055, 0.007166, 0.063071, 0.149932, 0.055688, -0.112492, 0.059114, -0.075876, -0.090464, 0.069955, -0.029055, 0.05424, 0.044334, -0.07333, 0.014727, 0.094936]
        },
        {
          "name": "wsdot_get_toll_rates",
          "description": "Returns current dynamic toll rates for WA express lanes and tolled facilities: SR 99 (WSDOT Tunnel), SR 520 Bridge, I-405 Express Lanes, I-90 Two-Way Express Lanes, and SR 167 HOT Lanes. Rates are time-banded and change dynamically based on traffic conditions.",
          "embedding": [0.094163, 0.046515, 0.069299, -0.054532, -0.031078, 0.046223, 0.093974, 0.090281, 0.06778, 0.013068, 0.037839, -0.023161, 0.003177, -0.129796, -0.050894, -0.020373, -0.01102, -0.03215, 0.080913, -0.094287, 0.005161, 0.016109, 0.164763, -0.039135, 0.042896, 0.029859, -0.075279, -0.030745, -0.055614, -0.083441, -0.002786, 0.085319, -0.003193, 0.044419, -0.038683, 0.093899, -0.001846, -0.029962, -0.061951, -0.109199, -0.014837, -0.071193, -0.130035, -0.041957, 0.043331, 0.011649, -0.041845, -0.007635, -0.02509, -0.071541, -0.074586, -0.047994, -0.023209, 0.0867, 0.023379, 0.109077, 0.002308, -0.040161, -0.010949, -0.15081, 0.046881, -0.028432, -0.012636, 0.03553, 0.130243, -0.049328, -0.104351, -0.003775, 0.016547, -0.004534, 0.032928, 0.031664, 0.083269, 0.123877, -0.007799, -0.059341, -0.14183, -0.051443, -0.010452, 0.000365, -0.037219, -0.028744, 0.003025, -0.021306, 0.032037, -0.084824, 0.079249, 0.026493, -0.077254, 0.085588, -0.02129, 0.016186, -0.027223, -0.035631, 0.054074, -0.117581, -0.014856, 0.127326, 0.002256, 0.032273, -0.002555, 0.009723, 0.122312, -0.018696, 0.04179, 0.070367, 0.016721, -0.003513, -0.024276, -0.092782, -0.050458, 0.016326, 0.019941, -0.016256, -0.01421, 0.03744, 0.034856, 0.110779, -0.0657, -0.065789, -0.016162, -0.088486, -0.018386, -0.034767, 0.076262, 0.045687, 0.061138, 0.008821, 0.071467, -0.042319, -0.081198, -0.018015, 0.02975, 0.045677, 0.071034, -0.047932, -0.067383, 0.081343, -0.001104, -0.038395, -0.0383, 0.009144, -0.00555, -0.100334, -0.02051, -0.048295, -0.05641, -0.0685, 0.0859, 0.057148, -0.000441, 0.04241, -0.00654, 0.023915, 0.042061, 0.053538, 0.016965, 0.029444, -0.051158, 0.005972, 0.098968, 0.032296, -0.017903, -0.02101, 0.082471, 0.102041, -0.054212, 0.106005, 0.087487, -0.083047, -0.014324, -0.081063, 0.001898, 0.033491, 0.094283, -0.053845, 0.082682, 0.125293, 0.020104, -0.000303, -0.019444, -0.036347, -0.06574, 0.059787, -0.021865, -0.083089, 0.041193, 0.027988, 0.033417, -0.061669, 0.080633, -0.089228, 0.01934, -0.020414, -0.003712, 0.025549, 0.035453, 0.005391, 0.113969, 0.060202, 0.109441, -0.086629, -0.002067, -0.079328, -0.043273, 0.089935, -0.018516, -0.064963, -0.070752, 0.048915, -0.07015, -0.096681, -0.030128, 0.032146, -0.004754, -0.016859, -0.038911, 0.006556, 0.08037, -0.103775, 0.159351, 0.036236, 0.015085, 0.01919, -0.156732, 0.057249, 0.005551, 0.077773, -0.007767, 0.029427, -0.140684, -0.032377, -0.037526, 0.034723, -0.002096, 0.002799, -0.000122, -0.087448, 0.10432, -0.040075, -0.001089, 0.024302, 0.018237, 0.074919, 0.07481, -0.114375, 0.096774, -0.054473, -0.081365, -0.019193, -0.070276, 0.073783, 0.026319, -0.133071, 0.085208, 0.067513]
        },
        {
          "name": "wsdot_get_border_waits",
          "description": "Returns current vehicle wait times at all WA/Canada land border crossings: Peace Arch (Blaine), Pacific Highway (Blaine), Sumas, Lynden, Oroville, and others. Wait times are in minutes. Use for \"how long is the border wait?\" questions.",
          "embedding": [0.014055, 0.063585, 0.077143, -0.017479, 0.050182, 0.040469, 0.091627, 0.050985, 0.072569, -0.032634, 0.050734, -0.014049, 0.0706, -0.062509, -0.024715, -0.068151, 0.022187, -0.038321, 0.003248, -0.051328, 0.042045, -0.080065, 0.163472, 0.016484, 0.009425, -0.078941, -0.065662, 0.033952, -0.017859, -0.031211, -0.034648, -0.003231, 0.031628, 0.00355, 0.052634, 0.040689, 0.020806, 0.047019, 0.025486, -0.090135, 0.024833, -0.095653, -0.058355, 0.007036, -0.000815, -0.00726, -0.061702, 0.002053, -0.03266, -0.101894, -0.138002, -0.058798, -0.035455, 0.1255, 0.045974, 0.080033, -0.010015, -0.050697, -0.05867, -0.066829, 0.095004, 0.039593, -0.016453, 0.006581, 0.143447, -0.02027, -0.002735, -0.011663, 0.03569, -0.029636, 0.071078, 0.036759, 0.080228, 0.118114, 0.038567, 0.046971, -0.111043, 0.048184, -0.018435, -0.022339, 0.010535, -0.023548, -0.031709, -0.041045, -0.026625, -0.021292, 0.059193, 0.004992, -0.061045, 0.063319, 0.000908, 0.022851, -0.052328, -0.014366, 0.024037, -0.112383, -0.00699, 0.07253, -0.037645, -0.00417, -0.026954, 0.008867, 0.155274, 0.015705, -0.032604, -0.008422, 0.019427, -0.013108, -0.036572, -0.048586, 0.045062, 0.036795, 0.079439, 0.010598, -0.035146, 0.045964, 0.031327, 0.039415, -0.091262, -0.00364, 0.054211, -0.052598, -0.021819, -0.015054, 0.119018, -0.010969, -0.032746, -0.053303, -0.045885, -0.060257, -0.027609, 0.002942, 0.031071, 0.053592, 0.076329, -0.027291, -0.021055, -0.016384, 0.048398, -0.022755, -0.065648, -0.030667, 0.015126, -0.014774, 0.109286, -0.041108, -0.146785, -0.123419, 0.003608, 0.072314, -0.073883, 0.061855, -0.01553, 0.039323, 0.067332, 0.068674, 0.053499, -0.001869, -0.04049, -0.080231, 0.03025, 0.117032, 0.100567, -0.10737, 0.073402, 0.042083, -0.074019, 0.097125, 0.059899, -0.033276, 0.008447, -0.034011, 0.054581, 0.008208, 0.072352, 0.002193, 0.123376, 0.00622, 0.006939, 0.031293, -0.006311, -0.039307, -0.065187, 0.094972, -0.097614, -0.055506, 0.035565, 0.04698, -0.006068, -0.039624, 0.106683, -0.105336, 0.043333, -0.165473, 0.041405, 0.033635, -0.022122, 0.026902, 0.050686, 0.09001, 0.0787, -0.067358, 0.046447, -0.068666, -0.025718, 0.128945, 0.010056, -0.001439, -0.108155, -0.004024, -0.031142, -0.131497, -0.028692, 0.071035, -0.03582, -0.006157, -0.005286, -0.118894, 0.115783, -0.083568, 0.071887, 0.052414, -0.00763, 0.024304, -0.150867, 0.063468, 0.10929, 0.148074, -0.024718, -0.076323, -0.065482, 0.021151, -0.045415, 0.007737, 0.01823, 0.078334, 0.091199, -0.082615, 0.093362, 0.056188, -0.02917, -0.06767, 0.087954, 0.056093, 0.001677, -0.070451, 0.096801, -0.08543, -0.073243, 0.12697, -0.062642, -0.016315, 0.004904, 0.005417, 0.071231, 0.045704]
        },
        {
          "name": "wsdot_search_cameras",
          "description": "Returns WSDOT highway camera locations, descriptions, and image URLs. Camera images are copyright WSDOT — only metadata and image URLs are returned, not image bytes. Filter by state route (e.g. \"090\" for I-90), WSDOT region, or milepost range. Omit all filters to list all cameras statewide (potentially hundreds).",
          "embedding": [0.062558, 0.02777, 0.089344, 0.022533, 0.056811, -0.019237, 0.058389, 0.021315, 0.014213, 0.004601, -0.034311, -0.019392, -0.037857, -0.079868, -0.039046, -0.065494, 0.011259, 0.071094, 0.04518, -0.004758, -0.016771, -0.027658, 0.055648, -0.072753, 0.000124, -0.015082, -0.005502, 0.05002, -0.032049, 0.004115, -0.109093, 0.027473, -0.033579, 0.031631, -0.030938, 0.109339, 0.03269, 0.007722, -0.073109, -0.077228, -0.113198, -0.060312, -0.15477, -0.032097, 0.04407, -0.06177, -0.093665, 0.039784, -0.02761, 0.009298, -0.101817, -0.031129, -0.006498, 0.142871, 0.009475, 0.106733, 0.095558, -0.105398, 0.037795, 0.03719, -0.006194, -0.01341, 0.031066, 0.058201, 0.145592, -0.047587, -0.036528, -0.000119, 0.064891, -0.02142, 0.105457, 0.055611, 0.072101, 0.070571, -0.008824, -0.00985, -0.075112, 0.014345, -0.012298, -0.055956, 0.059263, -0.023505, 0.025824, -0.005758, -0.01887, -0.036996, 0.057555, -0.027906, -0.057426, 0.078987, 0.004405, 0.011243, -0.068496, -0.038302, 0.017989, -0.128091, -0.056071, 0.075076, 0.085572, 0.019391, -0.010404, 0.038208, 0.119017, 0.029464, -0.043332, 0.036117, 0.070516, 0.027353, -0.01525, -0.016567, 0.023731, 0.052133, 0.013051, -0.032867, -0.015903, 0.049262, 0.000246, 0.010518, -0.013049, -0.021698, 0.063051, 0.031265, -0.067159, 0.022256, 0.091334, 0.07087, -0.026319, 0.017761, -0.04782, -0.031099, -0.056848, -0.02159, 0.019119, 0.098743, 0.029023, -0.062684, -0.025757, -0.042934, -0.002051, -0.00874, -0.009918, -0.030413, -0.005469, -0.053976, 0.011416, -0.035752, -0.036933, -0.060653, 0.039946, 0.101954, -0.111546, 0.083889, 0.032385, -0.068021, 0.001744, -0.030513, 0.102316, 0.104228, -0.07512, -0.104338, -0.032173, 0.035949, -0.023422, -0.024728, 0.017279, 0.030207, -0.080635, 0.069507, 0.103175, -0.003396, -0.03221, -0.146339, 0.033496, 0.053937, 0.088492, 0.008822, 0.107893, 0.086583, -0.025615, 0.009145, -0.034371, -0.066297, -0.058362, -0.031093, -0.020366, -0.059684, 0.059588, 0.068426, 0.049661, -0.124024, 0.02877, -0.184277, 0.004216, -0.087608, 0.047841, 0.070629, 0.019694, -0.012768, 0.126736, 0.091964, 0.033856, -0.100514, 0.000142, -0.076195, -0.066722, 0.086563, 0.081866, -0.059465, -0.045279, 0.058127, -0.032928, -0.155192, 0.026832, 0.05238, 0.0439, -0.014732, -0.026912, -0.017268, 0.121679, -0.038329, 0.137543, 0.071115, 0.041209, 0.074919, -0.1178, 0.04483, 0.04417, 0.123903, 0.052874, -0.111738, -0.088406, 0.03707, 0.038389, 0.01602, -0.016596, 0.04346, 0.091963, -0.022253, 0.088332, -0.021934, 0.066869, 0.012685, 0.000167, 0.047984, -0.003998, -0.180142, 0.091162, 0.015693, -0.055486, 0.05435, -0.075788, 0.080995, -0.003772, -0.115066, 0.038473, 0.050248]
        },
        {
          "name": "wsdot_get_ferry_terminals",
          "description": "Returns all WSF ferry terminals with their numeric IDs, names, and abbreviations. Call this first to resolve human-readable terminal names (e.g. \"Bainbridge Island\", \"Seattle\", \"Kingston\") to the numeric terminal IDs required by the schedule and space tools. The terminal list is small (~22 terminals) and rarely changes.",
          "embedding": [-0.016824, 0.009919, 0.05656, -0.036726, 0.09778, 0.119492, 0.044239, 0.034041, -0.007879, -0.078085, -0.020944, 0.00921, -0.049801, -0.113914, -0.086632, -0.07419, -0.026327, -0.048269, -0.007759, -0.073443, 0.004684, 0.021164, 0.15775, -0.016199, 0.027902, -0.024745, -0.03586, 0.008588, 0.027849, 0.014089, -0.093654, -0.003623, -0.067878, 0.004008, -0.032324, 0.072842, 0.046188, 0.034946, 0.00002, -0.095369, -0.13254, -0.101146, 0.00086, 0.024423, 0.040295, -0.027735, -0.073158, -0.027572, 0.017267, -0.03974, -0.083208, -0.050931, 0.000825, 0.127271, 0.042655, 0.048213, 0.043245, -0.064524, -0.004359, -0.03993, 0.02366, 0.05377, -0.039351, 0.082544, 0.18709, -0.035305, 0.001518, -0.017776, 0.015291, 0.050193, 0.089654, 0.068449, 0.023526, 0.025671, 0.035483, -0.023635, -0.044352, 0.093342, -0.048843, -0.035524, -0.018965, 0.008262, 0.066753, 0.00312, 0.025299, -0.020173, 0.016293, -0.013187, -0.037505, 0.038323, 0.021205, -0.015528, -0.087539, -0.084717, 0.081363, -0.00792, -0.015499, 0.109763, 0.055615, -0.029178, -0.045344, 0.05445, 0.132484, -0.020027, -0.062257, -0.029672, 0.053547, -0.014093, -0.039865, -0.068841, 0.006243, -0.019512, 0.049425, 0.047245, -0.006913, 0.127351, -0.022727, 0.022965, -0.069631, -0.024662, 0.077941, -0.028056, -0.069982, -0.029428, 0.082139, 0.01493, 0.033228, -0.015447, -0.005049, 0.00962, -0.07809, 0.03216, 0.037831, 0.113661, -0.049332, -0.097456, -0.080635, 0.057253, 0.045258, -0.031526, 0.010904, -0.016571, -0.059034, -0.042799, 0.061666, 0.028784, -0.123297, -0.134245, 0.038597, 0.177409, -0.090085, 0.020628, 0.039558, -0.021086, 0.128418, -0.000299, 0.127641, 0.040055, -0.103771, -0.087674, 0.004806, -0.003728, -0.013107, -0.062228, 0.041072, 0.026894, -0.055287, 0.080555, 0.157993, -0.063032, 0.034202, -0.116402, 0.016082, 0.046188, 0.105553, -0.091188, 0.117703, -0.046463, 0.031247, 0.01822, -0.021353, -0.038411, -0.113024, 0.017186, 0.005713, -0.052433, -0.0066, 0.006172, -0.011839, -0.000893, 0.031213, -0.054997, 0.051011, -0.077038, 0.061354, 0.027747, -0.102068, 0.039367, 0.071042, -0.023807, 0.037417, -0.069501, 0.023265, -0.110358, -0.027844, 0.045234, -0.027067, 0.008242, -0.041283, -0.005525, 0.023748, -0.126588, 0.037872, -0.009327, -0.020236, -0.037346, -0.048254, -0.027222, 0.121977, -0.08585, 0.1682, 0.057677, 0.004126, 0.068678, -0.09502, 0.061572, 0.091652, 0.090205, 0.016456, -0.058385, -0.106942, 0.007374, 0.008912, -0.025477, 0.037154, -0.026647, 0.048432, -0.035742, 0.043653, 0.011435, -0.005451, -0.036729, -0.057709, 0.063464, 0.012256, -0.102629, 0.111908, -0.022136, -0.105793, 0.03321, -0.04199, 0.104382, 0.028661, -0.065927, 0.066917, 0.089957]
        },
        {
          "name": "wsdot_get_ferry_routes",
          "description": "Returns all WSF ferry routes operating on a given date. Route IDs correspond to impactedRouteIds in ferry alerts from wsdot_get_ferry_alerts. To get terminal IDs for schedule and space lookups, use wsdot_get_ferry_terminals.",
          "embedding": [0.009666, 0.00891, 0.118504, -0.026578, 0.078796, 0.076361, 0.046755, 0.03414, 0.036941, -0.061284, 0.01104, -0.001472, -0.027167, -0.095568, -0.096779, -0.090655, -0.012909, -0.075965, 0.032825, -0.085729, 0.049705, 0.066836, 0.121049, -0.017247, 0.046654, -0.035501, -0.004003, 0.038956, 0.002144, -0.027515, -0.055738, 0.001744, -0.008045, 0.00359, -0.018823, 0.110759, 0.038147, -0.060629, -0.001866, -0.056391, -0.144674, -0.083124, -0.030007, -0.029089, 0.071966, -0.031019, -0.097405, 0.005378, 0.026543, -0.049419, -0.072223, -0.020492, -0.023794, 0.128674, 0.044889, 0.07814, 0.020077, -0.092222, -0.062865, -0.053777, -0.011419, 0.055872, -0.034353, 0.063067, 0.204748, -0.051248, -0.018999, 0.012602, 0.027258, 0.069837, 0.100044, 0.091132, 0.083781, 0.087502, 0.019135, -0.007209, -0.102166, 0.078136, -0.062954, -0.038723, 0.029631, -0.014977, 0.056015, -0.030784, 0.023835, -0.012766, 0.023122, -0.041732, -0.073895, 0.077722, 0.041688, -0.001118, -0.06539, -0.051146, 0.11468, -0.039396, -0.054228, 0.091906, 0.042717, -0.085498, -0.035611, 0.015569, 0.108906, 0.026644, -0.034113, -0.027249, 0.070044, 0.006105, -0.062072, -0.058251, -0.037877, 0.035072, 0.028425, 0.023574, 0.012752, 0.10833, -0.034122, 0.039498, -0.087767, -0.058507, 0.030068, -0.01816, -0.040089, 0.005223, 0.029037, 0.070676, 0.075973, -0.023619, -0.002043, -0.048057, -0.06865, -0.000193, 0.042649, 0.090329, -0.03782, -0.088717, -0.05931, 0.059179, 0.037898, -0.00737, -0.062477, -0.043839, -0.034659, -0.036805, 0.03637, 0.012289, -0.100538, -0.148566, 0.029287, 0.146124, -0.048062, 0.026109, 0.013233, 0.035594, 0.045503, -0.017921, 0.091917, 0.070068, -0.12416, -0.10639, -0.015994, 0.074239, 0.007261, -0.105351, 0.03181, 0.065938, -0.057154, 0.064548, 0.158805, -0.088175, 0.015416, -0.063862, -0.017013, 0.026705, 0.125435, -0.055273, 0.076168, -0.016765, 0.039766, 0.024222, -0.020909, -0.05434, -0.083552, 0.018984, 0.005277, -0.035682, -0.028007, -0.002669, 0.013504, 0.0179, 0.021519, -0.077619, 0.082033, -0.046055, 0.087086, 0.072441, -0.071356, -0.002248, 0.064308, 0.008822, 0.027802, -0.094159, -0.037865, -0.084568, -0.008708, 0.048283, 0.008079, -0.064999, -0.03066, 0.014135, -0.067784, -0.091439, 0.051172, -0.001628, 0.008506, -0.032137, -0.044941, 0.030617, 0.081814, -0.099727, 0.160011, 0.073453, -0.016528, 0.055325, -0.119839, 0.009591, 0.065346, 0.099073, 0.048802, -0.039679, -0.110678, 0.036063, -0.003058, -0.008086, 0.043302, 0.010263, 0.071737, -0.044289, 0.056431, 0.023825, 0.083961, 0.023806, 0.008985, 0.126187, 0.023512, -0.114038, 0.082347, -0.002343, -0.093748, 0.04908, -0.042838, 0.058726, 0.009009, -0.103509, 0.047772, 0.061603]
        },
        {
          "name": "wsdot_get_ferry_schedule",
          "description": "Returns departure times for a specific WSF ferry route on a given date. Requires numeric terminal IDs — use wsdot_get_ferry_terminals to resolve terminal names to IDs. Set remainingOnly to true to show only future departures for today (useful for \"next ferry\" queries). For future dates, all sailings for that day are returned.",
          "embedding": [-0.055032, -0.006401, 0.111885, -0.034193, 0.101084, 0.069357, 0.057897, 0.024363, 0.023756, -0.043675, 0.019886, -0.0033, -0.046466, -0.044934, -0.082776, -0.105489, 0.030762, -0.080234, 0.018481, -0.127042, -0.007524, 0.039902, 0.152799, -0.035539, 0.047554, -0.054322, -0.043751, 0.023171, -0.021523, 0.021733, -0.057797, -0.007048, -0.021142, 0.018683, -0.012484, 0.071153, 0.015464, -0.071032, 0.008629, -0.055475, -0.128415, -0.048071, 0.002317, -0.020251, 0.050553, -0.045782, -0.086042, 0.015374, 0.005316, -0.04983, -0.089337, -0.013394, -0.009805, 0.133456, 0.040534, 0.091453, 0.001684, -0.091978, -0.083905, -0.038346, -0.005129, 0.059503, -0.042994, 0.047615, 0.20521, -0.064479, -0.045882, -0.033409, 0.011978, 0.03542, 0.072086, 0.030456, 0.021557, 0.092195, 0.044741, 0.025644, -0.109473, 0.052811, -0.059947, -0.008257, 0.036859, -0.016774, 0.088841, -0.05106, 0.016428, -0.019901, -0.012168, -0.048413, -0.060147, 0.043707, 0.023133, 0.014188, -0.027155, -0.057308, 0.074585, -0.051715, -0.030578, 0.142401, 0.047874, -0.084092, -0.006008, 0.015283, 0.080827, -0.00722, -0.034441, -0.021752, 0.051761, -0.031023, -0.061955, -0.011911, -0.031966, 0.055958, 0.044042, 0.060433, 0.029498, 0.089186, -0.003709, 0.045484, -0.124104, -0.069577, 0.045239, 0.019654, -0.041037, -0.012111, 0.018541, 0.043086, 0.080015, -0.014311, 0.011001, -0.054157, -0.040652, -0.025043, 0.033812, 0.071952, -0.03995, -0.065714, -0.086592, 0.043247, 0.030562, 0.012663, -0.028549, -0.045512, -0.043839, -0.028969, 0.039616, -0.023352, -0.084079, -0.14725, 0.078179, 0.146791, -0.082048, -0.00236, -0.007064, -0.058084, 0.034987, -0.011994, 0.075796, 0.063413, -0.121449, -0.106427, 0.004702, 0.098731, 0.010607, -0.107358, 0.06507, 0.088166, -0.04892, 0.072885, 0.167267, -0.076964, 0.048561, -0.079341, -0.003572, 0.011404, 0.14045, -0.040005, 0.046757, -0.054619, 0.00004, 0.014784, 0.005024, -0.060067, -0.039388, 0.027798, 0.01179, -0.055646, -0.037724, 0.009355, 0.015869, 0.000833, 0.050553, -0.067217, 0.090951, -0.03313, 0.083002, 0.066595, -0.08251, 0.018973, 0.030669, 0.030055, 0.047333, -0.053729, -0.029042, -0.089152, -0.008041, 0.041216, 0.001151, -0.050989, -0.032047, 0.028418, -0.079471, -0.073522, 0.014392, 0.03886, -0.061445, -0.055455, -0.06109, 0.004607, 0.087022, -0.125241, 0.150899, 0.071659, -0.022337, 0.079921, -0.115299, -0.006792, 0.096234, 0.107621, 0.035761, -0.033515, -0.121598, 0.041054, -0.017538, 0.025345, 0.026095, -0.027573, 0.069222, -0.036239, 0.038053, 0.009799, 0.080124, 0.036083, 0.017076, 0.12897, 0.024591, -0.096849, 0.095864, -0.014963, -0.097713, 0.055858, -0.014548, 0.071475, -0.011666, -0.081359, 0.072096, 0.095972]
        },
        {
          "name": "wsdot_get_vessel_locations",
          "description": "Returns real-time AIS positions, speed, heading, ETA, and dock status for all active WSF vessels. Use for \"where is the ferry now?\", vessel tracking, or checking if a vessel is in service. Position data may lag by 30–60 seconds. Many fields are null for vessels not currently operating.",
          "embedding": [-0.04416, -0.012322, 0.101031, -0.046144, 0.048982, 0.032484, 0.048907, 0.033016, -0.049385, -0.105146, -0.016407, 0.031531, 0.054889, -0.08277, -0.023397, -0.068636, 0.035787, -0.049113, -0.03113, -0.083838, -0.027223, 0.04947, 0.103745, -0.032484, -0.027753, -0.032851, -0.066948, 0.051531, -0.041732, -0.020755, -0.032827, 0.019033, 0.000531, -0.017183, -0.045347, 0.071417, 0.036812, 0.030124, -0.016063, -0.107135, -0.166256, -0.022862, -0.046534, 0.011111, 0.016869, -0.034824, -0.089312, 0.024388, 0.03809, -0.035567, -0.08807, -0.054784, -0.026112, 0.12272, 0.042755, 0.089098, 0.074646, -0.087752, -0.108457, -0.055911, 0.02913, 0.028695, -0.024146, -0.017889, 0.180374, -0.077801, -0.007484, -0.027113, 0.015133, 0.012522, 0.07859, 0.106746, 0.04598, 0.081122, -0.028925, 0.021359, -0.09909, 0.053203, -0.013978, -0.034948, -0.014316, -0.034681, -0.027546, 0.013406, 0.004112, 0.015745, 0.03828, -0.018933, -0.045914, 0.073857, 0.059057, -0.036554, -0.025834, -0.001629, 0.056443, 0.022602, -0.015033, 0.080378, 0.006858, -0.017508, -0.002845, 0.012864, 0.091924, 0.092639, 0.0178, 0.010181, 0.081112, -0.005983, -0.061977, -0.009348, 0.000355, 0.066507, 0.03331, -0.003004, -0.017038, 0.099042, -0.027312, 0.044772, -0.047327, -0.022674, 0.12002, -0.001612, -0.016666, 0.021557, 0.05683, 0.089952, 0.03544, 0.059291, -0.002802, -0.037682, -0.050646, 0.012909, -0.004808, 0.127979, -0.044069, -0.003086, -0.06833, 0.050082, 0.06232, -0.017723, 0.004655, -0.109926, 0.012024, -0.071, 0.081423, -0.029004, -0.144585, -0.158939, 0.021868, 0.088348, -0.081204, -0.009471, 0.034826, 0.00388, 0.076863, 0.013471, 0.099708, 0.058372, -0.138727, -0.052287, -0.065613, 0.067574, -0.004023, -0.090748, 0.072385, 0.035254, -0.013361, 0.101389, 0.126931, -0.107617, 0.002748, -0.054663, 0.039883, 0.040322, 0.103376, -0.051657, 0.067585, 0.029424, 0.028672, -0.004533, 0.007334, 0.008884, -0.049952, 0.062611, -0.055778, -0.017016, 0.075924, 0.006415, 0.032564, -0.051841, 0.043486, -0.08787, 0.023322, -0.091008, 0.029676, 0.02884, -0.057239, 0.038789, 0.068223, -0.056332, 0.066653, -0.061234, -0.002103, -0.077214, -0.089531, 0.008358, 0.010326, -0.028125, -0.036771, 0.078435, -0.107929, -0.117574, 0.044191, 0.069205, -0.034503, -0.065465, -0.058273, -0.012329, 0.07995, -0.111207, 0.192094, 0.08584, -0.011591, 0.041641, -0.121372, -0.038981, 0.107076, 0.110683, 0.008863, -0.069563, -0.10147, 0.05985, -0.024337, 0.019163, 0.040301, 0.036901, 0.111193, -0.015233, 0.074144, 0.0707, 0.042317, -0.013509, 0.02282, 0.069707, 0.049691, -0.083545, 0.102302, -0.009191, -0.129607, 0.027863, -0.048463, 0.064564, 0.004107, -0.087009, 0.052582, 0.030263]
        },
        {
          "name": "wsdot_get_terminal_space",
          "description": "Returns real-time drive-up and reservable vehicle space available at WSF terminals for upcoming sailings. Use for \"will I make the ferry?\" or \"how full is the next sailing?\" questions. Optionally filter to a specific terminal by ID (use wsdot_get_ferry_terminals for the ID). DriveUpSpaceCount is the key field — zero means the drive-up lane is full.",
          "embedding": [-0.030897, -0.00369, 0.161164, -0.030394, 0.105713, 0.075867, 0.067433, 0.027043, 0.017517, -0.052409, 0.024728, -0.015423, -0.004578, -0.13186, -0.052107, -0.051867, 0.05054, -0.073086, -0.024462, -0.050728, 0.020431, 0.01813, 0.131626, 0.033974, 0.046922, -0.057183, -0.024614, 0.000996, 0.03566, 0.046041, -0.10943, 0.018267, 0.001263, -0.037856, 0.035889, 0.015514, 0.059668, -0.001696, -0.034593, -0.075733, -0.08423, -0.05064, -0.033482, -0.022932, 0.015342, -0.079495, -0.079866, -0.034726, -0.019797, -0.058966, -0.04491, -0.048555, -0.031785, 0.096914, 0.090187, 0.095225, -0.017738, -0.127971, -0.030973, -0.073626, 0.051334, 0.056219, 0.04929, 0.068262, 0.155952, -0.121594, -0.086698, -0.009333, 0.024096, -0.001677, 0.061236, 0.092806, -0.006211, 0.109984, -0.024409, 0.049264, -0.079229, 0.098879, -0.052081, -0.008667, -0.031151, 0.002872, 0.046686, -0.057444, -0.000527, -0.016927, 0.006466, -0.049987, -0.059775, 0.072011, 0.012829, -0.059837, -0.04294, -0.00666, 0.116568, 0.029115, -0.021644, 0.152252, -0.008302, -0.021925, -0.013341, 0.019676, 0.115636, -0.027527, -0.029557, 0.006547, 0.040681, -0.036886, -0.04127, -0.009325, 0.01572, 0.008081, 0.022658, 0.066104, 0.002182, 0.099729, -0.038723, 0.042029, -0.019684, -0.049325, 0.061488, -0.023145, -0.027122, 0.007569, -0.025531, -0.010006, -0.032061, 0.02625, -0.024749, -0.042327, -0.023471, -0.023955, 0.008583, 0.157184, -0.053399, -0.017288, -0.014273, -0.002083, 0.031166, -0.036588, 0.038755, -0.026905, -0.080565, -0.072985, 0.074833, -0.029758, -0.105702, -0.080383, 0.019401, 0.112105, -0.081642, 0.041938, 0.016141, -0.040937, 0.083825, 0.001291, -0.019993, 0.057919, -0.098124, -0.008485, -0.016059, 0.075888, -0.001298, -0.075076, 0.071999, 0.053136, -0.019011, 0.049983, 0.128289, -0.094329, 0.000182, -0.094384, 0.042732, -0.034404, 0.074765, -0.013438, 0.062716, -0.01918, 0.003369, 0.034075, -0.030656, -0.048016, -0.049152, 0.032754, -0.008449, -0.104362, 0.076057, 0.031434, 0.032561, -0.076619, -0.008758, -0.086244, 0.072421, -0.032139, 0.059187, 0.018682, -0.093283, 0.009065, 0.105663, -0.030384, 0.037123, 0.032285, 0.04997, -0.083622, -0.043999, 0.083124, 0.007762, -0.03977, -0.061995, 0.011963, -0.006057, -0.115526, 0.05857, 0.024593, -0.029386, -0.089712, -0.128402, -0.045157, 0.032843, -0.112826, 0.168443, 0.073392, -0.00813, 0.065053, -0.017111, 0.073604, 0.149993, 0.133513, 0.037867, -0.051142, -0.119906, 0.101378, -0.061637, 0.065412, 0.006984, 0.036027, 0.095014, -0.046398, 0.010447, -0.028597, -0.014301, -0.002564, -0.003985, 0.101985, 0.033081, -0.15479, 0.12025, 0.004272, -0.072896, 0.034239, -0.061204, 0.096371, -0.013475, -0.094018, 0.014735, 0.007398]
        },
        {
          "name": "wsdot_get_ferry_alerts",
          "description": "Returns active WSF ferry service disruptions, delays, and bulletins. Each alert includes impacted route IDs — cross-reference with wsdot_get_ferry_routes to resolve route IDs to human-readable route names.",
          "embedding": [-0.00085, -0.014935, 0.103744, -0.037868, 0.070126, 0.057866, 0.035687, 0.038481, 0.066681, -0.117031, -0.029186, -0.002526, -0.021394, -0.07706, -0.100403, -0.055436, -0.006947, -0.061911, -0.019739, -0.112064, -0.005912, 0.022374, 0.116219, -0.023555, 0.051281, -0.028742, -0.017883, 0.051261, -0.035056, -0.048236, -0.044137, 0.023254, -0.010068, 0.050231, -0.038842, 0.132316, 0.044257, -0.058511, -0.003852, -0.057616, -0.121797, -0.061171, -0.084968, -0.004044, 0.02353, -0.017238, -0.049764, 0.001368, 0.004363, -0.043207, -0.121662, -0.026198, -0.033329, 0.10675, 0.048458, 0.066021, 0.010304, -0.05521, -0.033713, -0.093013, 0.0468, 0.03178, -0.079858, 0.031068, 0.18189, -0.050977, -0.007812, 0.033437, 0.048935, 0.033398, 0.079168, 0.066517, 0.063813, 0.053043, 0.006264, 0.009342, -0.106039, 0.057772, -0.075495, -0.076431, 0.007398, 0.004423, 0.046437, 0.007331, 0.022462, -0.015565, 0.057071, -0.037729, -0.043869, 0.07705, 0.071507, -0.001413, -0.033631, -0.075127, 0.093885, -0.014117, -0.045559, 0.09462, 0.013844, -0.078006, -0.085568, -0.009699, 0.14439, 0.067499, -0.037602, 0.008216, 0.058007, 0.022798, -0.059611, -0.002004, 0.010653, 0.050683, -0.010219, -0.033864, 0.008268, 0.125376, -0.030371, 0.046939, -0.05356, -0.031694, 0.046967, -0.026835, -0.042137, -0.001581, 0.060835, 0.084631, 0.039003, -0.034663, 0.004506, -0.043499, -0.100524, -0.016698, 0.01661, 0.085286, -0.027073, -0.084547, -0.074274, 0.014712, 0.057265, 0.029293, -0.049101, -0.068718, -0.019781, -0.0392, 0.050773, 0.013783, -0.173356, -0.12027, 0.066561, 0.101496, -0.042189, 0.031202, -0.030552, 0.097324, 0.043939, 0.004449, 0.137129, 0.011085, -0.103018, -0.089614, -0.033473, 0.113913, 0.015333, -0.089958, 0.061687, 0.051907, -0.061448, 0.067791, 0.171792, -0.055027, 0.041759, -0.073756, -0.036075, 0.033349, 0.125426, -0.059334, 0.085925, 0.011084, 0.049632, 0.028154, -0.023215, -0.060181, -0.063797, 0.016743, -0.03473, -0.008971, 0.018873, 0.019725, 0.000373, 0.01565, 0.002972, -0.045407, 0.07863, -0.059693, 0.115417, 0.031808, -0.057174, 0.044098, 0.128672, 0.018175, 0.033343, -0.063547, -0.028361, -0.075161, -0.009961, 0.02615, 0.028763, -0.064026, -0.044024, 0.025518, -0.043446, -0.115484, 0.039801, 0.051587, 0.018055, -0.057174, -0.03591, -0.026856, 0.037601, -0.08115, 0.155897, 0.065608, -0.034903, 0.051941, -0.103713, 0.017596, 0.07797, 0.082805, 0.055684, -0.047051, -0.117394, 0.047217, -0.036164, -0.054105, 0.039537, 0.045847, 0.037864, -0.022902, 0.073854, 0.016369, 0.064259, 0.03106, 0.023659, 0.147033, 0.032328, -0.112161, 0.063407, -0.002746, -0.119985, 0.025561, -0.02047, 0.075561, 0.04345, -0.072888, 0.016569, 0.000335]
        }
      ],
      "embedding": [0.034599, 0.005611, 0.135235, -0.045925, 0.0924, 0.052181, 0.049557, 0.047852, 0.028319, -0.035654, 0.003227, -0.011075, -0.002854, -0.0841, -0.095215, -0.041642, -0.003794, -0.031323, 0.034295, -0.112468, -0.014469, -0.01828, 0.125061, 0.007607, 0.03477, -0.068203, -0.036272, 0.052594, -0.021012, 0.006299, -0.054551, 0.056794, -0.023823, 0.018958, -0.015815, 0.123649, 0.035115, -0.008739, -0.043741, -0.084541, -0.090455, -0.064913, -0.09445, 0.035442, 0.020416, 0.0072, -0.121747, 0.063312, -0.050954, -0.036221, -0.138283, 0.004516, 0.002159, 0.126424, 0.047528, 0.08904, 0.028273, -0.077169, -0.023446, -0.045261, 0.073009, 0.007324, -0.063921, -0.006272, 0.153427, -0.065871, -0.057401, -0.018637, 0.034023, 0.024799, 0.056583, 0.076633, 0.067927, 0.083662, -0.034817, -0.040287, -0.085513, 0.018101, -0.053187, -0.006716, 0.011434, -0.012016, 0.058224, 0.014172, -0.000504, -0.01756, 0.094864, -0.01406, -0.084728, 0.085106, 0.025051, -0.003028, -0.054722, -0.027921, 0.061674, -0.043088, -0.046187, 0.086798, -0.005342, -0.034408, -0.019551, 0.047268, 0.167733, 0.026847, -0.050845, 0.056149, 0.099142, -0.011237, -0.079639, -0.02205, 0.030966, 0.046298, -0.016053, -0.001438, -0.004891, 0.09242, -0.008665, 0.02544, -0.074702, -0.034667, 0.021827, -0.033946, -0.009443, 0.036195, 0.062514, 0.012793, 0.072975, -0.030885, 0.013728, -0.064094, -0.054717, -0.036375, 0.04252, 0.062703, 0.010813, -0.020114, -0.08794, 0.007571, 0.001202, 0.027976, -0.050259, -0.003568, -0.007639, -0.071528, 0.029434, -0.019313, -0.121915, -0.099438, 0.047144, 0.119589, -0.08428, 0.034904, 0.030845, 0.024382, 0.044946, 0.039964, 0.077256, 0.035702, -0.104385, -0.079222, 0.0424, 0.092052, -0.006919, -0.104312, 0.081224, 0.091495, -0.06049, 0.131203, 0.076697, -0.055659, 0.02896, -0.096179, 0.054522, 0.036283, 0.095037, -0.020146, 0.09707, 0.031711, 0.014181, 0.027215, 0.006354, -0.024879, -0.08077, 0.045453, -0.047932, -0.040794, 0.03453, 0.019474, -0.013762, -0.030238, 0.006679, -0.101504, 0.090696, -0.055167, 0.064931, 0.027913, -0.031087, 0.021685, 0.129641, 0.067643, 0.097071, -0.029458, -0.00872, -0.078581, -0.036496, 0.048678, 0.007556, -0.060944, -0.06292, 0.0304, -0.064292, -0.136971, -0.005451, 0.028841, -0.031725, -0.053867, -0.072832, -0.012925, 0.075888, -0.093438, 0.175504, 0.051675, 0.002013, 0.10387, -0.105144, 0.026187, 0.103002, 0.09389, 0.049322, -0.089441, -0.100854, 0.047433, -0.025886, 0.041252, 0.028823, 0.089313, 0.027616, -0.051709, 0.085457, 0.002266, 0.037114, 0.014652, 0.005026, 0.055221, 0.029565, -0.154386, 0.08939, -0.028231, -0.107993, 0.050359, -0.0617, 0.055719, 0.030086, -0.106832, 0.090796, 0.015796]
    }
  ]
}