BigHugger

MCP servers over stdio

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. familia-mcpio.github.gabrielmahia
  2. fomu-mcpio.github.gabrielmahia
  3. habari-mcpio.github.gabrielmahia
  4. haki-ya-kazi-mcpio.github.gabrielmahia
  5. historia-mcpio.github.gabrielmahia
  6. jumuia-mcpio.github.gabrielmahia
  7. kazi-mcpio.github.gabrielmahia
  8. kenya-health-mcpio.github.gabrielmahia
  9. kilimo-mcpio.github.gabrielmahia
  10. kra-mcpio.github.gabrielmahia
  11. mazingira-mcpio.github.gabrielmahia
  12. mkopo-mcpio.github.gabrielmahia · 5 tools
  13. mpesa-mcpio.github.gabrielmahia · 5 tools
  14. nishati-mcpio.github.gabrielmahia
  15. nyumba-mcpio.github.gabrielmahia
  16. offline-mcpio.github.gabrielmahia
  17. remit-mcpio.github.gabrielmahia · 3 tools
  18. sifa-mcpio.github.gabrielmahia · 6 tools
  19. soko-mcpio.github.gabrielmahia · 5 tools
  20. swahili-health-mcpio.github.gabrielmahia · 6 tools
  21. tafsiri-mcpio.github.gabrielmahia
  22. usafiri-mcpio.github.gabrielmahia
  23. wapimaji-mcpio.github.gabrielmahia · 4 tools
  24. selenium-mcpio.github.gaforov
  25. mcp-observability-serverio.github.gagandeeppra
  26. qiklyio.github.gal-a
  27. galaxy-mcpio.github.galaxyproject
  28. hicortexio.github.gamaze-labs
  29. apple-productivity-mcpio.github.gambadio · 18 tools
  30. onepassword-agent-mcpio.github.gambadio · 10 tools
  31. cortexio.github.gambletan
  32. gambot-mcpio.github.gambot-ai
  33. mockscreenshots-mcpio.github.gamercc-apps · 3 tools
  34. cloudevalio.github.ganakailabs
  35. microchartsio.github.ganapativs
  36. osm-tagging-schema-mcpio.github.gander-tools
  37. fee-optimizer-mcpio.github.gaokai258
  38. cesium-mcp-devio.github.gaopengbin
  39. cesium-mcp-runtimeio.github.gaopengbin
  40. usevyre-contextio.github.gapra
  41. aguara-mcpio.github.garagon · 5 tools
  42. mcp-aguaraio.github.garagon · 5 tools
  43. ratatosk-mcpio.github.garlicKim21 · 7 tools
  44. app-intelio.github.garrrikkotua
  45. cwa-mcp-serverio.github.gary2376
  46. mcp-serverio.github.gatefareio · 13 tools
  47. mcpio.github.gatewerk
  48. adrex-aiio.github.gauravapiscean · 64 tools
  49. lit-mcpio.github.gauravfs-14
  50. mcp-server-mcpindexio.github.gautamgb
  51. mcpsafetywardenio.github.gautamvarmadatla
  52. datadifferio.github.gauthierpiarrette
  53. whatsappio.github.gaviwhatsapp
  54. ani-mcpio.github.gavxm · 52 tools
  55. mcpio.github.gba3124
  56. gblin-treasury-risk-regimeio.github.gblinproject
  57. mainstreet-mcpio.github.gbrussich52
  58. ankusdriveio.github.gchen19
  59. cloud-auditio.github.gebalamariusz
  60. data-studioio.github.geek-fun · 116 tools
  61. animalhouseio.github.geeks-accelerator
  62. driftsio.github.geeks-accelerator
  63. inbedio.github.geeks-accelerator
  64. live-musicio.github.geeks-accelerator
  65. ray-mcpio.github.gege-mn
  66. kiwoom-mcpio.github.gejyn14
  67. gemlio.github.geml-spec
  68. getdigitalcraft-mcp-renderio.github.gene12williams-design
  69. piaso-mcpio.github.genecell
  70. preprint-fulltextio.github.genecell
  71. mcp-geographic-dataio.github.gener8v-thomas
  72. mcp-server-xlwingsio.github.geniuskey
  73. mcpsentinelio.github.gentaArnezzi
  74. contentforgeio.github.gentry-ai-bot
  75. genudo_mcpio.github.genudo-ai
  76. geolensio.github.geolens-io
  77. luminoio.github.geored · 41 tools
  78. mcp-modalio.github.george-bobby
  79. google-jules-mcp-serverio.github.georgeracu · 16 tools
  80. bhoonidhi-mcpio.github.geovicco-dev · 15 tools
  81. geowireio.github.geowire · 10 tools
  82. mcp-gera-clinicio.github.geraservicesuk
  83. mcp-gera-cloneio.github.geraservicesuk
  84. mcp-gera-homeio.github.geraservicesuk
  85. mcp-gera-lensio.github.geraservicesuk
  86. mcp-gera-marketio.github.geraservicesuk
  87. mcp-gera-mindio.github.geraservicesuk
  88. mcp-gera-nexusio.github.geraservicesuk
  89. mcp-gera-personaio.github.geraservicesuk
  90. mcp-gera-primeio.github.geraservicesuk
  91. mcp-gera-skillsio.github.geraservicesuk
  92. mcp-gera-voiceio.github.geraservicesuk
  93. mcp-gera-witnessio.github.geraservicesuk
  94. mcp-geracashio.github.geraservicesuk
  95. mcp-geracityio.github.geraservicesuk
  96. mcp-geracomplianceio.github.geraservicesuk
  97. mcp-geraeatsio.github.geraservicesuk
  98. mcp-gerafarmio.github.geraservicesuk
  99. mcp-geraguardio.github.geraservicesuk
  100. mcp-gerajobsio.github.geraservicesuk
  101. mcp-geralearnio.github.geraservicesuk
  102. mcp-gerapodcastio.github.geraservicesuk
  103. mcp-geraquestio.github.geraservicesuk
  104. mcp-gerarentio.github.geraservicesuk
  105. mcp-gerarideio.github.geraservicesuk
  106. mcp-gerasureio.github.geraservicesuk
  107. simpliq-serverio.github.gersonfreire
  108. argotio.github.get-tmonier
  109. aegisio.github.getaegis
  110. ghidra-retro-mcpio.github.getanirao · 18 tools
  111. anyapiio.github.getanyapi-com · 10 tools
  112. getbirthchart-mcpio.github.getbirthchart-com · 7 tools
  113. croissantio.github.getcroissant
  114. cutproio.github.getcutpro · 27 tools
  115. andru-intelligenceio.github.geter-andru · 19 tools
  116. nanobanana-mcpio.github.getjoystick · 3 tools
  117. marrowio.github.getmarrow
  118. masvio.github.getmasv · 21 tools
  119. cliio.github.getmcpm
  120. finops-mcpio.github.getnable
  121. papiio.github.getpapi · 17 tools
  122. qlows-mcpio.github.getqlows
  123. solveio.github.getrelove
  124. seline-mcpio.github.getseline · 17 tools
  125. sentry-mcpio.github.getsentry
  126. squishio.github.getsquish
  127. vari-mcpio.github.getvari · 6 tools
  128. verdictio.github.getverdict-ai
  129. corent-mcpio.github.gg13121 · 7 tools
  130. haiku-ragio.github.ggozad
  131. saju-mcpio.github.ghdejr11-beep · 4 tools
  132. android-agentio.github.ghost-in-the-droid
  133. ghost-mcp-serverio.github.ghostsecurity
  134. scorm-mcp-serverio.github.giacomomaria81
  135. januscopeio.github.giancarloerra
  136. socraticodeio.github.giancarloerra · 25 tools
  137. google-docs-mcp-serverio.github.gigabrain-observer
  138. dobbyio.github.gil-dobby
  139. tokei-agentio.github.gilesdawe
  140. swarmpayio.github.ginokino
  141. localstackio.github.giovanemartins · 73 tools
  142. interviewer-mcpio.github.girik-chadha
  143. google-tasksio.github.girmmy · 13 tools
  144. mcp-mysql-clientio.github.gistrec
  145. mcp-yandex-directio.github.gistrec
  146. mcp-yandex-kitio.github.gistrec
  147. sendpookieio.github.git-akki
  148. duke-bookio.github.gitHubDujianfeng
  149. appcraneio.github.gitayg
  150. earth-2-elevation-mcpio.github.gitcookman · 3 tools
  151. github-mcp-serverio.github.github · 93 tools
  152. lotorio.github.githubscum
  153. githunt-mcpio.github.githunt-agent
  154. gitmemio.github.gitmem-dev
  155. mcp-serverio.github.gitscrum-core · 28 tools
  156. gitwhyio.github.gitwhy-cli
  157. datasieveio.github.gitwormq · 19 tools
  158. exam-sheetio.github.giuliobmb
  159. app-store-connect-mcpio.github.gjeltep · 31 tools
  160. 1trippulseio.github.gkcogz
  161. gstcranes-mcp-serverio.github.gkmex75
  162. gliderio.github.glidermcp
  163. mcp-tomticketio.github.glira
  164. mcp-serverio.github.globallayer
  165. glongus-mcpio.github.glongusmain · 5 tools
  166. gloryio.github.gloryarenadnd
  167. windbg-mcpio.github.glslang · 62 tools
  168. chart-canvasio.github.gluip · 6 tools
  169. echovaultio.github.go-ports
  170. freelancer-mcp-serverio.github.godesigntech
  171. arbiterio.github.godwin105
  172. cn-scraper-mcpio.github.goesByhc
  173. frantic-mcpio.github.gofrantic
  174. plankaio.github.gogogadgetbytes · 15 tools
  175. smart-connectionsio.github.gogogadgetbytes · 6 tools
  176. traceweaveio.github.gokeshenzhen
  177. tarot-mcp-serverio.github.gokimedia
  178. guardvibeio.github.goklab
  179. endnote-mcpio.github.gokmengokhan
  180. test-coverage-mcpio.github.goldbergyoni · 4 tools
  181. codesaferio.github.goldmembrane · 6 tools
  182. golfio.github.golf-data
  183. telcoladderio.github.gollumw
  184. stresszero-mcpio.github.gomessoaresemmanuel-cpu · 4 tools
  185. mcpio.github.gomission
  186. kelvia-mcpio.github.gonnagetapower
  187. goodsender-mcpio.github.good-sender
  188. welcome-text-generator-mcpio.github.goodfel10w
  189. intelligence-mcpio.github.goodmeta · 3 tools
  190. mcp-serverio.github.gooodbilling
  191. covalent-bondio.github.gopalrajsuresh · 9 tools
  192. facthouseio.github.gordonkjlee · 8 tools
  193. factmemio.github.gordonkjlee · 8 tools
  194. mcpio.github.goreleaser
  195. lazyrelay-mcp-serverio.github.gosswerner1-max
  196. govconapiio.github.govconapi
  197. mcp-serverio.github.governmyai
  198. velarisio.github.gowrishankar-infra
  199. linkio.github.gowtham0992
  200. redlineio.github.gowtham0992

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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.