BigHugger

MCP servers you connect to

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. atcoderio.github.ketherworks
  2. codeforcesio.github.ketherworks
  3. brain-scannerio.github.kevin-lozada-santos
  4. demo-mcp-serverio.github.kevincogan
  5. ecpro-mcpio.github.kewelin
  6. notipoio.github.kfuras
  7. humanizer-proio.github.khadinakbaronline
  8. 3ammiyaio.github.khaledmoayad
  9. portfolioio.github.khalid-hasan
  10. hooklayerio.github.khan-ashifur
  11. agent-crmio.github.khaoss85
  12. qwen38-free-gatewayio.github.khs0927
  13. seekapiio.github.kiddhu
  14. startupjobs-mcpio.github.killbridge · 8 tools
  15. call-for-meio.github.kimjin8
  16. airport-transit-mcpio.github.kimnchai
  17. korea-flight-mcpio.github.kimnchai
  18. hoo-mcpio.github.kimny1143
  19. carshakeio.github.kindrat86 · 3 tools
  20. churnlensio.github.kindrat86 · 6 tools
  21. gitdealflowio.github.kindrat86
  22. invisibleexitio.github.kindrat86
  23. sanctionsaiio.github.kindrat86
  24. sipi-bot-spend-firewallio.github.kindrat86
  25. sipitenoio.github.kindrat86 · 5 tools
  26. unlocksaasio.github.kindrat86
  27. voicelogproio.github.kindrat86 · 3 tools
  28. troystackio.github.kingleosgold
  29. aristocles-data-apiio.github.kiranz38
  30. kirah-local-servicesio.github.kirubel
  31. checklist-dayio.github.kitxor
  32. kleapio.github.kleaphq
  33. working-machinesio.github.klei30
  34. case-doha-recordio.github.klmlfl
  35. jp-biz-opportunityio.github.kodandy
  36. jp-crypto-tax-rulesio.github.kodandy
  37. jp-m2m-gatewayio.github.kodandy
  38. finlab-aiio.github.koreal6803
  39. 11fgb-cleaning-toolsio.github.kossik · 4 tools
  40. roomcommio.github.kotinder
  41. blackbook-advisorio.github.koynlabs
  42. koyn-fxio.github.koynlabs
  43. plottio.github.koynlabs
  44. agent-loungeio.github.kphatak001
  45. agent-media-toolkitio.github.krakonjac300-pixel · 15 tools
  46. docbaseio.github.krayinc
  47. robotactionsio.github.krishtoautomate
  48. agentcrush-appio.github.kristof-sudo
  49. infyicon-mcpio.github.krupalghori44-dev · 5 tools
  50. peck-mcpio.github.kryp2
  51. curagent-mcpio.github.ksh0rt · 3 tools
  52. aihubio.github.ksmin83-bot
  53. agent-resortio.github.ktwspecial-lab
  54. dannetio.github.kuhumcst
  55. kultur-devio.github.kultur-dev · 9 tools
  56. lead411io.github.kunal-lead411
  57. ftthelper-mcpio.github.kushaim · 14 tools
  58. terrariumio.github.kvenanzi
  59. x402-mcpio.github.kwizzlesurp10-ctrl · 19 tools
  60. locationlistsio.github.kylehawke-stack
  61. norma-mcp-serverio.github.kynosure-ai
  62. labfolioio.github.labfolio
  63. rxradario.github.labrat-0
  64. revit-converter-remote-mcp-releaseio.github.labsfuture · 9 tools
  65. fanoutio.github.labstack
  66. monkio.github.labstack
  67. scholarfetchio.github.laibniz
  68. qualitatiio.github.lanceyuu
  69. landedio.github.landedjobs · 3 tools
  70. calmactiva-catalogio.github.langhoormarchal-beep
  71. axis-toolboxio.github.lastmanupinc-hub
  72. laxis-mcpio.github.laxis-tech · 4 tools
  73. layerzio.github.layerzlabs
  74. a11y-scorerio.github.lazymac2x
  75. agent-loop-detectorio.github.lazymac2x
  76. agent-memoryio.github.lazymac2x
  77. agent-trace-auditorio.github.lazymac2x
  78. agent-workflow-engineio.github.lazymac2x
  79. ai-agent-scratchpadio.github.lazymac2x
  80. ai-budget-plannerio.github.lazymac2x
  81. ai-changelog-writerio.github.lazymac2x
  82. ai-cost-optimizerio.github.lazymac2x
  83. ai-crawler-policyio.github.lazymac2x
  84. ai-evalio.github.lazymac2x
  85. ai-gatewayio.github.lazymac2x
  86. ai-guardrailsio.github.lazymac2x
  87. ai-model-routerio.github.lazymac2x
  88. ai-prompt-optimizerio.github.lazymac2x
  89. ai-provider-statusio.github.lazymac2x
  90. ai-rate-limit-trackerio.github.lazymac2x
  91. ai-token-counterio.github.lazymac2x
  92. api-changelog-trackerio.github.lazymac2x
  93. api-composition-gatewayio.github.lazymac2x
  94. api-contract-validatorio.github.lazymac2x
  95. api-diff-monitorio.github.lazymac2x
  96. api-flow-analyzerio.github.lazymac2x
  97. api-landingio.github.lazymac2x
  98. api-mock-serverio.github.lazymac2x
  99. api-payload-auditorio.github.lazymac2x
  100. api-perf-analyzerio.github.lazymac2x
  101. api-request-deduplicatorio.github.lazymac2x
  102. api-response-cost-analyzerio.github.lazymac2x
  103. api-schema-drift-detectorio.github.lazymac2x
  104. blogio.github.lazymac2x
  105. citation-verifierio.github.lazymac2x
  106. claude-skill-validatorio.github.lazymac2x
  107. code-explainerio.github.lazymac2x
  108. code-pattern-risk-scannerio.github.lazymac2x
  109. color-paletteio.github.lazymac2x
  110. cron-collision-detectorio.github.lazymac2x
  111. cron-monitorio.github.lazymac2x
  112. cron-parserio.github.lazymac2x
  113. crypto-signalio.github.lazymac2x · 3 tools
  114. data-transformio.github.lazymac2x
  115. diff-patch-toolsio.github.lazymac2x
  116. domain-intelio.github.lazymac2x
  117. email-validatorio.github.lazymac2x
  118. embedding-searchio.github.lazymac2x
  119. env-blueprint-validatorio.github.lazymac2x
  120. font-metadataio.github.lazymac2x
  121. form-backendio.github.lazymac2x
  122. govdata-koreaio.github.lazymac2x
  123. graphql-dos-shieldio.github.lazymac2x
  124. graphql-rest-bridgeio.github.lazymac2x
  125. interactive-api-playgroundio.github.lazymac2x
  126. llm-output-quality-monitorio.github.lazymac2x
  127. mcp-registry-search-find-mcp-servers-discover-install-mcp-tools-directory-catalog-marketplaceio.github.lbesecker195
  128. leaderraio.github.leaderracom-hue
  129. leakdata-mcpio.github.leakdatahq
  130. leanriqio.github.leanrads
  131. web-data-toolkitio.github.leekung125
  132. comitelligenceio.github.left-handed-grannies
  133. sharegrokbotsio.github.legacyinmotion
  134. lemonado-mcp-serverio.github.lemonadolabs
  135. coachleoio.github.leo-runningcoach
  136. horizon-fidelity-monitorio.github.leocelis
  137. ivdio.github.leocelis · 29 tools
  138. missingio.github.leoleon506
  139. agentflowio.github.leonidahqadmin-cell
  140. to1-fleetio.github.leonidahqadmin-cell
  141. fusion-studio-brandingio.github.leonsm
  142. check-before-you-payio.github.leosuhail-cmd
  143. clipzyn-mcpio.github.letroi77
  144. probeio.github.lexbritten
  145. mcp-eurlexio.github.lexsocket
  146. mcp-tedio.github.lexsocket
  147. bugiadata-mcpio.github.lgpoliveira · 4 tools
  148. itjuzi-mcpio.github.lgyers
  149. agentcnio.github.liamohtee
  150. share-htmlio.github.lifeodyssey
  151. liftliio.github.liftli-ai
  152. python-package-runtime-testio.github.ligafew
  153. autonomous-primeio.github.lightbrushproject
  154. lightshipio.github.lightshipHQ
  155. patchroomsio.github.liknenS
  156. braintube-mcpio.github.lildaddyo
  157. mcp-serverio.github.lilo-property
  158. frankfurterio.github.lineofflight
  159. linkednav-mcpio.github.linglistack
  160. ifunio.github.linhnnmt
  161. durable-thinkingio.github.linxule · 3 tools
  162. vellumio.github.linxule
  163. what2watch-mcpio.github.lio1204 · 6 tools
  164. pestprocrmio.github.liserichards
  165. atex-ai-gatewayio.github.lm203688
  166. xfinlabio.github.lnanology
  167. lobuio.github.lobu-ai
  168. cypher-mcpio.github.lonniev · 1 tools
  169. dpyc-oracleio.github.lonniev
  170. excalibur-mcpio.github.lonniev · 53 tools
  171. goodearth-mcpio.github.lonniev
  172. optionality-mcpio.github.lonniev
  173. personalbrain-mcpio.github.lonniev
  174. roastify-mcpio.github.lonniev · 8 tools
  175. schwab-mcpio.github.lonniev · 39 tools
  176. taxsort-mcpio.github.lonniev · 40 tools
  177. tollbooth-authorityio.github.lonniev
  178. tollbooth-authority-newenglandio.github.lonniev
  179. tollbooth-authority-northamericaio.github.lonniev
  180. tollbooth-oauth2-collectorio.github.lonniev
  181. tollbooth-sampleio.github.lonniev · 14 tools
  182. tollbooth-shortlinksio.github.lonniev · 4 tools
  183. loopsio.github.loops-so
  184. tool-factoryio.github.lorenestinfinite-maker
  185. mtgmonio.github.lorenzopi
  186. geo-agent-mcpio.github.louislili
  187. kdata-gateio.github.loved0543-dotcom
  188. no-shell-agent-architect-mcpio.github.loved0543-dotcom
  189. refetchio.github.lowenbjer
  190. gatewayio.github.lqwdtech
  191. china-sourcing-auditio.github.lu7897859-tech
  192. lubotio.github.lubobali
  193. philadelphia-restorationio.github.lucasnoah
  194. AgentMeshio.github.lugdwei
  195. osigu-rcmio.github.luhkas2309
  196. maquiio.github.luis-fuentes
  197. lyra-mcp-serverio.github.luisa-sys
  198. labangramio.github.lunkerchen
  199. echorune-radario.github.luoshu-echorune
  200. easyaccesspdf-mcpio.github.luotwo

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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.