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. mockheroio.github.dinosaur24
  2. aipaygentio.github.djautomd-lab
  3. agentmdio.github.djrobson5 · 3 tools
  4. nexus-legalio.github.djtellado
  5. mgo-mcp-serverio.github.dlrjsdl200-byte · 4 tools
  6. mcpio.github.dmarc-examiner · 21 tools
  7. estevao-mcpio.github.dodopok · 13 tools
  8. dompruner-mcpio.github.dong7812 · 3 tools
  9. asktianio.github.douglasgan
  10. dropthis-mcpio.github.dropthis-dev
  11. endiagram-mcpio.github.dushyant30suthar · 7 tools
  12. esimfly-mcpio.github.eSimfly-Official
  13. agent-trustio.github.eamwhite1
  14. eansearch-mcp-serverio.github.eansearch
  15. eyepupio.github.edholofy
  16. logsloomio.github.efim23
  17. vivideoio.github.egocen-vivideo
  18. nucleusio.github.eidetic-works
  19. canyougrabio.github.einiba
  20. meteoswiss-mcpio.github.eins78
  21. ejentum-mcpio.github.ejentum
  22. self-inspect-mcpio.github.ejentum
  23. aiquila-mcpio.github.elgorro
  24. failmodesio.github.elyngved · 4 tools
  25. mcpio.github.emailens · 9 tools
  26. emercoin-agentio.github.emercoin
  27. ergora-specialistsio.github.ergoracloud
  28. esheriaio.github.esherialabs
  29. agentnetio.github.farestrabs
  30. kojiru-mcpio.github.faulknerwayne73-droid
  31. property-finance-mcpio.github.fdcommercial
  32. agentwork-mcpio.github.ferm-ai
  33. mapnostics-mcpio.github.ffteema
  34. frc-mcpio.github.financeratecalc
  35. mcpio.github.finchagentic
  36. markovoio.github.fisher-byte
  37. aviation-data-mcpio.github.flight-master-dast · 6 tools
  38. technocore-chatio.github.flop-labs
  39. aiio.github.fluttersdk
  40. iwac-mcp-serverio.github.fmadore
  41. mcp-serverio.github.forcedreamai
  42. registry-mcpio.github.foretak · 5 tools
  43. jobs-mcp-proxyio.github.foundrole
  44. property-mortgage-mcpio.github.foxdavidson · 5 tools
  45. cvjsonio.github.freecvorg
  46. aspicioio.github.frontsail-ai
  47. hevy-coach-mcpio.github.gCuadros · 15 tools
  48. mcp-server-mcpindexio.github.gautamgb
  49. gblin-treasury-risk-regimeio.github.gblinproject
  50. ray-mcpio.github.gege-mn
  51. mcp-geographic-dataio.github.gener8v-thomas
  52. dynamoiio.github.getDynamoi
  53. anyapiio.github.getanyapi-com · 10 tools
  54. cutproio.github.getcutpro · 27 tools
  55. papiio.github.getpapi · 17 tools
  56. seline-mcpio.github.getseline · 17 tools
  57. squishio.github.getsquish
  58. dobbyio.github.gil-dobby
  59. github-mcp-serverio.github.github · 93 tools
  60. githunt-mcpio.github.githunt-agent
  61. mcpio.github.gomission
  62. kelvia-mcpio.github.gonnagetapower
  63. intelligence-mcpio.github.goodmeta · 3 tools
  64. mcp-grafanaio.github.grafana · 96 tools
  65. chart-libraryio.github.grahammccain
  66. faxsealio.github.grichardomi · 7 tools
  67. crehq-mcp-serverio.github.groundroof
  68. ats-jobs-mcpio.github.groundtruthtools
  69. pingwaio.github.grzgrzgrz3
  70. epwforge-mcpio.github.guzz-labs · 13 tools
  71. mcp-serverio.github.h2-papers
  72. hpsilab-quant-finance-mcpio.github.haiyunsky · 10 tools
  73. cert-atlasio.github.hans6883
  74. japan-seasonsio.github.haomingkoo
  75. revnuvo-trust-mcpio.github.hardeyhemy
  76. reddit-scraper-proio.github.harshmaur
  77. caelus-mcpio.github.heavyblotto
  78. hebcalio.github.hebcal
  79. hermosoio.github.hermoso-ai
  80. events-mcpio.github.himanshusaleria · 3 tools
  81. agentdocs-mcpio.github.hoornet · 19 tools
  82. hostinger-api-mcpio.github.hostinger · 9 tools
  83. mcp-serverio.github.hostsmith · 9 tools
  84. humanpagesio.github.human-pages-ai · 45 tools
  85. anchor-x402io.github.hypeprinter007-stack
  86. apipayio.github.iamalanlui
  87. marigoldio.github.immuneeb
  88. solmachina-x402io.github.imnotamob
  89. impreza-mcpio.github.imprezahost
  90. tickerrio.github.imviky-ctrl
  91. imageatio.github.incendies · 3 tools
  92. fattlyio.github.industriesfatty-spec
  93. agentstack-mcpio.github.inity13
  94. decisionmatrix-mcpio.github.inity13
  95. precisioncalc-mcpio.github.inity13
  96. scenariosim-mcpio.github.inity13
  97. mcpio.github.ipinfo
  98. proxy-toolkitio.github.ipvolt
  99. venunite-eventsio.github.isaacaskew
  100. kolada-mcpio.github.isakskogstad
  101. mcpio.github.itcons-app · 17 tools
  102. mcp-serverio.github.itmplatform
  103. sic-codesio.github.jackmmaher
  104. formbroio.github.jackyzhang69
  105. usefilloio.github.jacobfunch
  106. lazarettoio.github.jamesdfinance-dev · 1 tools
  107. robinx-mcpio.github.jamhimself · 5 tools
  108. propravenio.github.jdw2111 · 8 tools
  109. goldholdio.github.jerrysrodz
  110. fdic-mcp-serverio.github.jflamb
  111. jitbit-helpdeskio.github.jitbit
  112. gitlab-mcp-serverio.github.jmrplens
  113. libgen-mcpio.github.jmrplens
  114. metamodelio.github.joegra2003 · 3 tools
  115. web-embeddingio.github.jongko54
  116. varosityio.github.jonkludt
  117. patch-tuesdayio.github.jonnybottles
  118. verychic-mcpio.github.jordantete · 2 tools
  119. first100io.github.jpalepu
  120. briefingsio.github.jshelley
  121. synter-adsio.github.jshorwitz
  122. slack-mcp-serverio.github.jtalk22
  123. devspeakio.github.juanjaragavi
  124. korea-stock-research-mcpio.github.juh5ng · 13 tools
  125. brainstormrouterio.github.justinjilg
  126. loyaltyvipio.github.justinmont84
  127. omnarai-mcpio.github.justjlee · 7 tools
  128. ftirfun-mcpio.github.jxbaoxiaodong
  129. a2a-trustgateio.github.jyswee
  130. agenticmemoryio.github.jyswee
  131. ainpc-cliio.github.jyswee
  132. analygaio.github.jyswee
  133. authshoreio.github.jyswee
  134. buggaziio.github.jyswee
  135. canvasaasio.github.jyswee
  136. comiceditorialio.github.jyswee
  137. gpusmarketio.github.jyswee
  138. secretcarouselio.github.jyswee
  139. taufunctionsio.github.jyswee
  140. kansei-mcp-serverio.github.kansei-link
  141. mushi-mushiio.github.kensaurus
  142. sampuliio.github.kevinbett
  143. mockups-galleryio.github.kgNatx · 6 tools
  144. stil-ets-mcpio.github.khalid-tounoussi-1
  145. a2abenchio.github.khalidsaidi
  146. yiditu-mcpio.github.kingbbs
  147. jp-payroll-mcpio.github.kishida-devil
  148. findvise-mcpio.github.kkohli-nyu
  149. mcp-klever-vmio.github.klever-io · 7 tools
  150. gia-mcp-serverio.github.knowledgepa3 · 57 tools
  151. ibanchecker-mcpio.github.koraykoylu
  152. phone-lookupio.github.ktozvonil · 2 tools
  153. weatherio.github.kulybaba
  154. weather-mcpio.github.kulybaba
  155. shopgraphio.github.laundromatic
  156. eodly-mcpio.github.layergen · 4 tools
  157. mcpio.github.layers
  158. smart-data-extractorio.github.lazymac2x
  159. leadbay-mcpio.github.leadbay · 57 tools
  160. mcpio.github.lemmaoracle
  161. fast-mcp-telegramio.github.leshchenko1979 · 8 tools
  162. korea-dataio.github.lichtsalz
  163. mcp-serverio.github.lindoai · 10 tools
  164. linkedmashio.github.linkedmash
  165. lotus-wisdomio.github.linxule · 11 tools
  166. mcp-music-studioio.github.linxule · 7 tools
  167. trustbenchio.github.lithvall
  168. livetennisapi-mcpio.github.livetennisapi · 24 tools
  169. livevariantio.github.livevariant
  170. mcp-serverio.github.localgov-jp · 8 tools
  171. routekitio.github.luisbretasjr · 9 tools
  172. luziaio.github.luziadev · 8 tools
  173. spomoryio.github.lyf-wxy
  174. verantis-mcpio.github.m9labs-railscope · 4 tools
  175. validateio.github.machinegrade
  176. trakkr-mcpio.github.macklpgr
  177. acmi-mcpio.github.madezmedia
  178. maginary-mcpio.github.maginaryai
  179. nzxplorer-mcpio.github.mambaventures
  180. returncheckio.github.mangelmartinezfer-hue
  181. mdeditio.github.mangoappstudio
  182. mcp-devkit-serverio.github.mapbox · 2 tools
  183. mcp-docs-serverio.github.mapbox
  184. mcp-serverio.github.mapbox · 1 tools
  185. seedbaseio.github.marcelglaeser
  186. lexvibeio.github.marcosnovo · 10 tools
  187. elc-conference-mcp-ticketsio.github.marian-kamenistak · 3 tools
  188. fmsg-mcpio.github.markmnl · 14 tools
  189. mcp-telegramio.github.mcp-telegram · 183 tools
  190. mcp-timeio.github.mcpcentral-io
  191. chromadb-remote-mcpio.github.meloncafe
  192. relayzeroio.github.meltingpixelsai
  193. zero-core-budgetio.github.meltingpixelsai
  194. zero-core-intelio.github.meltingpixelsai · 8 tools
  195. zero-core-toolsio.github.meltingpixelsai
  196. zero-core-verifyio.github.meltingpixelsai
  197. mercury-x402-mcpio.github.mercuryx402
  198. mcpio.github.metis-rwa · 12 tools
  199. console-mcp-serverio.github.mia-platform
  200. patchlogio.github.michaelyousrie · 6 tools

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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.