BigHugger

MCP servers you can run either way

An MCP server is something you connect an agent to. The registry will tell you a server's name, its version and how to reach it — but not what it can do, which is the only thing you actually want to know. We read that off the repository.

31,279 servers, 76,670 tool names across 6,537 of them, last read 11 September 2026.

A server's tools are not in the registry. We read them from the repository README, which means a list here is what the README documented and an absence is usually silence rather than a server with nothing to offer: 20.9% of servers have a list, and filtering on tools narrows to those. Where a list exists, the page for the server says which part of the README it came from.

  1. egypt-researchio.github.ahmedvnabil
  2. searchio.github.airweave-ai
  3. meridianio.github.ajc3xc
  4. queenscoachio.github.ajwann
  5. vastlintio.github.aleksUIX
  6. aimarket-mcpio.github.alexar76 · 5 tools
  7. tridentio.github.alexeibespalov
  8. epsilonio.github.alienbase-xyz
  9. alm-xpp-mcpio.github.alimbenhelal-pro
  10. fitness-toolsio.github.almostjacked
  11. hevy-mcpio.github.almostjacked
  12. luxembourg-mcpio.github.amirdaraee · 28 tools
  13. wealthvilleio.github.amitesh-m
  14. zerodustio.github.andresdefi
  15. youfiliate-mcpio.github.andrewmpierce
  16. ololand-ddio.github.aniebyl
  17. animicaio.github.animicaorg
  18. jarvisclawio.github.api-jarvisclaw · 9 tools
  19. mcpio.github.appwrite
  20. memory-vaultio.github.apurv101
  21. arcagent-mcpio.github.araujota
  22. mcp-serverio.github.arcadia-finance · 35 tools
  23. mcp-archimedesio.github.archimedes-market
  24. ateam-mcpio.github.ariekogan · 12 tools
  25. qpost-mcpio.github.arslan2012 · 7 tools
  26. agentic-house-searchio.github.asturksever
  27. asyntheticio.github.asyntheticai
  28. atomadic-forgeio.github.atomadictech
  29. pyaiio.github.atomsai
  30. attest-mcpio.github.attestagents · 2 tools
  31. posterlyio.github.awpthorp
  32. echo-memio.github.ayushcodes10
  33. knownfixio.github.b-hash88
  34. scrapiio.github.bamchi · 1 tools
  35. artifactoriesio.github.barangaroo
  36. hugging-bayio.github.barneywohl
  37. watchgoose-mcpio.github.bartekrutkowski · 10 tools
  38. agent-commerce-mcpio.github.bch1212
  39. chieflabio.github.bdentech
  40. roxyonio.github.bea-technology
  41. data-breach-detectorio.github.beepboop2025
  42. financial-evidenceio.github.beepboop2025
  43. groundcheckio.github.beepboop2025
  44. seicheio.github.beepboop2025
  45. aetherx-mcpio.github.belegante-byte
  46. storylensesio.github.benediktgirz · 5 tools
  47. goldencheckio.github.benseverndev-oss
  48. goldenflowio.github.benseverndev-oss
  49. goldenmatchio.github.benseverndev-oss
  50. goldenpipeio.github.benseverndev-oss
  51. infermapio.github.benseverndev-oss
  52. itin-financeio.github.bguillow-rgb · 8 tools
  53. percolateio.github.bguillow-rgb · 8 tools
  54. perfume-picksio.github.bguillow-rgb · 8 tools
  55. pour-picksio.github.bguillow-rgb · 8 tools
  56. context-awesomeio.github.bh-rat · 3 tools
  57. mcp-serverio.github.bitcompare
  58. postking-mcpio.github.bitsandtea
  59. solenticio.github.blueprint-infrastructure · 26 tools
  60. aethereumio.github.br9704
  61. justtranscribe-mcpio.github.bramontiventures · 6 tools
  62. bridgenode-mcpio.github.bridgenode-ai · 3 tools
  63. myotpio.github.brntech
  64. crossfinio.github.bubilife1202
  65. mcpio.github.butterbase-ai
  66. intelligenceio.github.byimprint
  67. synapse-geoio.github.calvinling2021-star
  68. cambrian-apiio.github.cambriannetwork
  69. ibanforgeio.github.cammac-creator · 8 tools
  70. openswissdataio.github.cammac-creator
  71. steadyfetchio.github.carsonroell-debug
  72. quicksignio.github.causehacker
  73. amazon-dsp-mcpio.github.cesteral
  74. cm360-mcpio.github.cesteral
  75. dbm-mcpio.github.cesteral
  76. dv360-mcpio.github.cesteral
  77. gads-mcpio.github.cesteral
  78. linkedin-mcpio.github.cesteral
  79. meta-mcpio.github.cesteral
  80. msads-mcpio.github.cesteral
  81. pinterest-mcpio.github.cesteral
  82. sa360-mcpio.github.cesteral
  83. snapchat-mcpio.github.cesteral
  84. tiktok-mcpio.github.cesteral
  85. ttd-mcpio.github.cesteral
  86. forencyio.github.cheevahagadog
  87. klanexio.github.chrassy · 6 tools
  88. nautilus-compassio.github.chunxiaoxx
  89. mcpio.github.claracarspt · 9 tools
  90. mh-fin-mcpio.github.clk1st · 9 tools
  91. math-mcp-learning-serverio.github.clouatre-labs · 17 tools
  92. asset-management-mcpio.github.cloudinary
  93. syndicate-linksio.github.cmcgrabby-hue
  94. sats4aiio.github.cnghockey · 45 tools
  95. cogdepotio.github.cogdepot
  96. neuronio.github.conquext
  97. mcp-serverio.github.contextstream
  98. rendex-mcpio.github.copperline-labs · 8 tools
  99. crosstabsio.github.crosstabs
  100. likertsio.github.crosstabs
  101. france-data-mcpio.github.cturkieh
  102. supericonsio.github.curlymolelabs
  103. pocket-agent-mcpio.github.cwhited26
  104. arxiv-mcp-serverio.github.cyanheads · 4 tools
  105. astronomy-mcp-serverio.github.cyanheads · 7 tools
  106. aviation-weather-mcp-serverio.github.cyanheads · 5 tools
  107. bls-labor-mcp-serverio.github.cyanheads · 7 tools
  108. bluesky-mcp-serverio.github.cyanheads · 7 tools
  109. calculator-mcp-serverio.github.cyanheads · 1 tools
  110. cdc-health-mcp-serverio.github.cyanheads · 9 tools
  111. chembl-mcp-serverio.github.cyanheads · 8 tools
  112. clinicaltrialsgov-mcp-serverio.github.cyanheads · 3 tools
  113. congressgov-mcp-serverio.github.cyanheads · 11 tools
  114. courtlistener-mcp-serverio.github.cyanheads · 14 tools
  115. cpsc-recalls-mcp-serverio.github.cyanheads · 3 tools
  116. cyanheads-mcp-serverio.github.cyanheads · 2 tools
  117. devops-status-mcp-serverio.github.cyanheads · 15 tools
  118. earthquake-mcp-serverio.github.cyanheads · 4 tools
  119. eia-energy-mcp-serverio.github.cyanheads · 7 tools
  120. ensembl-mcp-serverio.github.cyanheads · 7 tools
  121. eur-lex-mcp-serverio.github.cyanheads · 7 tools
  122. eurostat-mcp-serverio.github.cyanheads · 8 tools
  123. exchange-rates-mcp-serverio.github.cyanheads · 8 tools
  124. faa-aircraft-registry-mcp-serverio.github.cyanheads · 5 tools
  125. faostat-mcp-serverio.github.cyanheads · 6 tools
  126. fcc-broadband-mcp-serverio.github.cyanheads · 9 tools
  127. federal-regulations-mcp-serverio.github.cyanheads · 7 tools
  128. fema-mcp-serverio.github.cyanheads · 9 tools
  129. gbif-biodiversity-mcp-serverio.github.cyanheads · 13 tools
  130. gdelt-mcp-serverio.github.cyanheads · 9 tools
  131. gnomad-genetics-mcp-serverio.github.cyanheads · 8 tools
  132. gutenberg-mcp-serverio.github.cyanheads · 4 tools
  133. hn-mcp-serverio.github.cyanheads · 4 tools
  134. imf-mcp-serverio.github.cyanheads · 6 tools
  135. medical-codes-mcp-serverio.github.cyanheads · 6 tools
  136. met-museum-mcp-serverio.github.cyanheads · 3 tools
  137. musicbrainz-mcp-serverio.github.cyanheads · 10 tools
  138. national-parks-mcp-serverio.github.cyanheads · 6 tools
  139. nhtsa-vehicle-safety-mcp-serverio.github.cyanheads · 7 tools
  140. noaa-cdo-mcp-serverio.github.cyanheads · 10 tools
  141. noaa-climate-mcp-serverio.github.cyanheads · 10 tools
  142. noaa-marine-mcp-serverio.github.cyanheads · 7 tools
  143. noaa-spaceweather-mcp-serverio.github.cyanheads · 6 tools
  144. nonprofit-explorer-mcp-serverio.github.cyanheads · 3 tools
  145. npi-providers-mcp-serverio.github.cyanheads · 3 tools
  146. nws-weather-mcp-serverio.github.cyanheads · 7 tools
  147. oecd-mcp-serverio.github.cyanheads · 7 tools
  148. onebusaway-mcp-serverio.github.cyanheads · 15 tools
  149. open-meteo-mcp-serverio.github.cyanheads · 11 tools
  150. openalex-mcp-serverio.github.cyanheads · 5 tools
  151. openaq-mcp-serverio.github.cyanheads · 7 tools
  152. openchargemap-mcp-serverio.github.cyanheads · 4 tools
  153. openfda-mcp-serverio.github.cyanheads · 14 tools
  154. openfec-mcp-serverio.github.cyanheads · 12 tools
  155. openfoodfacts-mcp-serverio.github.cyanheads · 4 tools
  156. openlibrary-mcp-serverio.github.cyanheads · 10 tools
  157. openstates-mcp-serverio.github.cyanheads · 10 tools
  158. openstreetmap-mcp-serverio.github.cyanheads · 6 tools
  159. orcid-mcp-serverio.github.cyanheads · 9 tools
  160. osv-advisory-mcp-serverio.github.cyanheads · 4 tools
  161. ourairports-mcp-serverio.github.cyanheads · 6 tools
  162. paleobiology-mcp-serverio.github.cyanheads · 8 tools
  163. pentest-mcp-serverio.github.cyanheads · 7 tools
  164. pokeapi-mcp-serverio.github.cyanheads · 7 tools
  165. pubchem-mcp-serverio.github.cyanheads · 10 tools
  166. pubmed-mcp-serverio.github.cyanheads · 11 tools
  167. reliefweb-mcp-serverio.github.cyanheads · 11 tools
  168. ris-austria-mcp-serverio.github.cyanheads · 9 tools
  169. sanctions-screening-mcp-serverio.github.cyanheads · 6 tools
  170. secedgar-mcp-serverio.github.cyanheads · 17 tools
  171. smithsonian-mcp-serverio.github.cyanheads · 6 tools
  172. socrata-mcp-serverio.github.cyanheads · 6 tools
  173. stackexchange-mcp-serverio.github.cyanheads · 5 tools
  174. toolkit-mcp-serverio.github.cyanheads · 7 tools
  175. treasury-fiscaldata-mcp-serverio.github.cyanheads · 7 tools
  176. uniprot-mcp-serverio.github.cyanheads · 6 tools
  177. usaspending-mcp-serverio.github.cyanheads · 18 tools
  178. usda-mcp-serverio.github.cyanheads · 5 tools
  179. usgs-water-mcp-serverio.github.cyanheads · 7 tools
  180. who-gho-mcp-serverio.github.cyanheads · 6 tools
  181. wikidata-mcp-serverio.github.cyanheads · 7 tools
  182. wikipedia-mcp-serverio.github.cyanheads · 6 tools
  183. worldbank-mcp-serverio.github.cyanheads · 9 tools
  184. wsdot-mcp-serverio.github.cyanheads · 12 tools
  185. ddg-agent-services-mcpio.github.daedalusdevelopmentgroup
  186. agent-signalio.github.dan24ou-cpu
  187. mcpdomainio.github.danboabes · 7 tools
  188. mcp-yotoio.github.danpillay87
  189. ethora-mcp-serverio.github.dappros
  190. knowlio.github.dat999zx
  191. univercity-mcpio.github.davidscoreal
  192. footballcharts-mcpio.github.ddevetak · 10 tools
  193. debridge-mcpio.github.debridge-finance
  194. hyperstore-mcpio.github.deficlow
  195. codeguide-mcpio.github.delian
  196. depix-mcpio.github.depixapp
  197. amendor-mcpio.github.deslay1
  198. agent-swarmio.github.desplega-ai
  199. skilldbio.github.devchad-cmd
  200. vulk-mcp-serverio.github.devjoaocastro

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Live servers only. The whole corpus is one call away through the search API — including tools=, which is how you ask for a server by what it does rather than by what it is called.