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. jira-mini-mcpio.github.proprock
  2. oura-mcpio.github.proscar87 · 8 tools
  3. mythxengineio.github.protoLabsAI
  4. unbrowserio.github.protostatis
  5. proventoolsio.github.proventools
  6. prufa-mcpio.github.prufa-dev
  7. breezedeployio.github.przemekzur
  8. real-fake-data-mcpio.github.przeslijmi · 2 tools
  9. selenium-mcpio.github.pshivapr
  10. rankratio.github.psyb0t
  11. valltio.github.ptriato
  12. freeport-nostrio.github.ptrinh
  13. mcp-serverio.github.publicaml · 3 tools
  14. mcp-serverio.github.pubnub
  15. pubrioio.github.pubrio
  16. pharma-mcpio.github.pubspro · 8 tools
  17. crawlgraph-mcpio.github.pucilpet · 4 tools
  18. pudge-uiio.github.pudge-studio
  19. systemdoxio.github.puglieseweb
  20. systemdox-runbooksio.github.puglieseweb
  21. smart-terminalio.github.pungggi · 17 tools
  22. flstudio-mcp-macio.github.purahmanian
  23. google-trends-mcpio.github.purahmanian
  24. junglescout-mcpio.github.purahmanian
  25. keepa-mcpio.github.purahmanian
  26. modelmuxio.github.pure-maple
  27. purmemoio.github.purmemo-ai
  28. cliio.github.pushtodisplay
  29. agent-reasoning-mcpio.github.putervision
  30. behavior-mcpio.github.putervision
  31. state-memory-mcpio.github.putervision
  32. vision-memory-mcpio.github.putervision
  33. webcryptio.github.putervision
  34. world-model-mcpio.github.putervision
  35. putput-mcpio.github.putput-io-dev · 4 tools
  36. image-generation-mcpio.github.pvliesdonk
  37. logodev-mcpio.github.pvliesdonk
  38. markdown-vault-mcpio.github.pvliesdonk
  39. paperless-mcpio.github.pvliesdonk
  40. scholar-mcpio.github.pvliesdonk · 27 tools
  41. codemeshio.github.pyalwin · 6 tools
  42. pythia-oracle-mcpio.github.pythia-the-oracle · 18 tools
  43. godotlensio.github.pzalutski-pixel · 33 tools
  44. javalensio.github.pzalutski-pixel · 75 tools
  45. netlensio.github.pzalutski-pixel · 2 tools
  46. sharplensio.github.pzalutski-pixel
  47. mcp-meetio.github.pzep1
  48. build123d-mcpio.github.pzfreo
  49. visiongemmaio.github.q1023884985
  50. agentdrop-mcp-serverio.github.qFlav
  51. serial-mcpio.github.qarnet
  52. qatouchio.github.qatouch · 44 tools
  53. qingkuai-mcp-serverio.github.qingkuai-js
  54. tar-engineio.github.qingxuantang
  55. bizdaysio.github.qinisolabs
  56. companieswiseio.github.qinisolabs
  57. floodwiseio.github.qinisolabs
  58. icdwiseio.github.qinisolabs
  59. localecheckio.github.qinisolabs
  60. qinisoio.github.qinisolabs
  61. sanctionwiseio.github.qinisolabs
  62. veridigitio.github.qinisolabs
  63. mcp-korea-worklifeio.github.qkrehgk1-wq
  64. gemini-code-context-mcpio.github.qmediat · 11 tools
  65. ideogram-mcpio.github.qmediat · 7 tools
  66. mcp-server-templateio.github.qmmughal
  67. wemoio.github.qrussell
  68. adif-mcpio.github.qso-graph · 8 tools
  69. eqsl-mcpio.github.qso-graph · 6 tools
  70. hamqth-mcpio.github.qso-graph · 8 tools
  71. ionis-mcpio.github.qso-graph · 12 tools
  72. iota-mcpio.github.qso-graph · 7 tools
  73. lotw-mcpio.github.qso-graph · 6 tools
  74. pota-mcpio.github.qso-graph · 8 tools
  75. qrz-mcpio.github.qso-graph · 6 tools
  76. qsp-mcpio.github.qso-graph
  77. solar-mcpio.github.qso-graph · 7 tools
  78. sota-mcpio.github.qso-graph · 5 tools
  79. wspr-mcpio.github.qso-graph · 9 tools
  80. q402-mcpio.github.quackai-org · 47 tools
  81. finedata-mcpio.github.quality-network · 9 tools
  82. pqc-toolsio.github.quantakrypto
  83. graqleio.github.quantamixsol
  84. quanticdata-mcpio.github.quantumproxies · 20 tools
  85. quantumproxies-mcpio.github.quantumproxies
  86. mcpio.github.quantustik
  87. mcp-server-questdbio.github.questdb
  88. barevalueio.github.quietnotion · 13 tools
  89. ocds-mcpio.github.qune-tech
  90. ensp-nexusio.github.quwentao2005
  91. ssh-nexusio.github.quwentao2005
  92. scopus-mcpio.github.qwe4559999
  93. software-designio.github.qwertymuzaffar
  94. udacity-commitio.github.qwertymuzaffar
  95. qcqx-project-manage-mcpio.github.qxchuckle
  96. strava-mcpio.github.r-huijts
  97. crashdxio.github.r00tify
  98. argusio.github.r0ptik
  99. codesamplexio.github.r2cuerdame
  100. redact-mcpio.github.r3352 · 8 tools
  101. mcp-jsio.github.r33drichards · 11 tools
  102. jira-mcpio.github.raalarcon9705 · 23 tools
  103. appstore-release-mcpio.github.rabdulsal · 9 tools
  104. docguardio.github.raccioly
  105. racehooks-mcpio.github.racehooks
  106. biolitio.github.rachadele · 12 tools
  107. wonderkraftz-mcpio.github.rachit1987 · 12 tools
  108. unity-mcp-serverio.github.rachitkumarrastogi · 134 tools
  109. spot-mcpio.github.rackspace-spot
  110. ractermxio.github.racter-ciso
  111. polarity-mcpio.github.radar989
  112. zoekt-mcpio.github.radiovisual
  113. agent-authio.github.raditotev
  114. agent-trustio.github.raditotev · 23 tools
  115. pynet-mcp-bridgeio.github.rafa2403nunez-droid
  116. stripekitio.github.rafaelcg
  117. longhorn-mcpio.github.rafaelgaspar
  118. lu-mcp-serverio.github.rafapra3008
  119. grantdio.github.rafavecchi
  120. credit-optimizerio.github.rafsilva85
  121. skillflowio.github.rafsilva85 · 5 tools
  122. claude-bridge-mcpio.github.rahuljava2807
  123. careermaxio.github.rahulphenomenon
  124. docpullio.github.raintree-technology
  125. hig-doctorio.github.raintree-technology
  126. django-telescopeio.github.raisiqueira
  127. cls-memoryio.github.rajamohan1950
  128. vidlens-mcpio.github.rajanrengasamy
  129. visa-infoio.github.rajat79suri
  130. whoop-mcpio.github.rajdeepmondaldotcom
  131. whoop-mcp-serverio.github.rajdeepmondaldotcom
  132. crowvaultio.github.rajeswaran140
  133. orionbelt-analyticsio.github.ralfbecher · 26 tools
  134. orionbelt-semantic-layerio.github.ralfbecher
  135. first-agentic-csaio.github.ramalamadingdong
  136. mcp-serverio.github.ramaris-app
  137. nervapackio.github.ramdhavepreetam
  138. chemglyphio.github.random-orbit
  139. supercolonyio.github.randomblocker · 7 tools
  140. pihole-mcpio.github.ranklancer
  141. quickerspot-mcpio.github.raphaelInacio
  142. neurostackio.github.raphasouthall
  143. korean-secondary-learning-map-mcpio.github.raphysicst-create
  144. korean-vocational-learning-map-mcpio.github.raphysicst-create
  145. raportagent-mcpio.github.raportagent · 8 tools
  146. memorykitio.github.rapozoantonio
  147. chainanalyzer-mcpio.github.rascal-3 · 7 tools
  148. misataio.github.rasinmuhammed
  149. adaptive-memory-graphio.github.raskolnikovdd · 11 tools
  150. rasterly-mcpio.github.rasterly-dev · 3 tools
  151. llm-koshio.github.rastogivaibhav
  152. n8n-mcpio.github.ratamaha-git · 12 tools
  153. rationalbloks-mcpio.github.rationalbloks
  154. changebookio.github.raulbr90
  155. vnshio.github.raullenchai
  156. lexilintio.github.raunakkathuria
  157. ravendb-mcpio.github.ravendb · 1 tools
  158. mindmap-mcp-serverio.github.ravi-labs · 29 tools
  159. insightiqio.github.ravi-p-k-1
  160. crossplane-mcp-serverio.github.ravibagri5
  161. sharepoint-mcpio.github.ravikant1918
  162. azure-finops-mcpio.github.raviteja-pegata · 14 tools
  163. ontoio.github.ravixalgorithm · 6 tools
  164. pty-mcpio.github.raychao-oao · 12 tools
  165. agentmapio.github.raymondchins
  166. axon-researchio.github.raysker
  167. razi-toolsio.github.razikallayi
  168. state-traceio.github.razroo
  169. wazapio.github.razvangirgiz · 31 tools
  170. razzio.github.razz-games
  171. claudexorio.github.razzant
  172. scherlokio.github.rbmuller
  173. ap-mcp-serverio.github.rbonestell
  174. draftlytic-mcpio.github.rbsoftwaresystems · 5 tools
  175. license-guardio.github.rccaoki-wq
  176. agent-toolbeltio.github.rccola990-cloud
  177. mcp-token-optimizerio.github.rccola990-cloud
  178. aichatio.github.rcgalbo · 8 tools
  179. joltsms-smsio.github.rchanllc · 10 tools
  180. picdefenseio-mcp-serverio.github.rchanllc · 11 tools
  181. rcloneio.github.rclone-ui
  182. rcsb-mcpio.github.rcsb · 35 tools
  183. sqlbenchdagio.github.rctruta
  184. tentraio.github.rdanieli
  185. genome-industrial-intelligenceio.github.rdcahalane
  186. reportflow-mcpio.github.re-port-flow
  187. shipkitio.github.readmigo
  188. readyagentsio.github.readyagentsdev
  189. nerve-rpcio.github.reagost
  190. crabcutio.github.realcrabcut · 5 tools
  191. rebaseio.github.rebasepro
  192. recordantio.github.recordant
  193. recourseio.github.recourseOS
  194. redditapis-mcpio.github.redditapis · 39 tools
  195. mcp-redisio.github.redis
  196. lsopenapiio.github.redoxnet
  197. apple-calendar-mcpio.github.redpop
  198. snapmcpio.github.reeinharddd · 13 tools
  199. umbra-mcpio.github.reesehammer
  200. ref-tools-mcpio.github.ref-tools · 1 tools

Back to the index

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.