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. atomic-cssio.github.Yoodaekyung
  2. arcology-knowledge-nodeio.github.YourLifewithAI
  3. legal-data-hunterio.github.ZachLaik
  4. trendhubio.github.Zachary-1012
  5. x402-snapio.github.ZadenGG
  6. x402-zadenworksio.github.ZadenGG
  7. zark-mediaio.github.Zarklab-AI
  8. project-substitute-arenaio.github.Zero-nium
  9. ziggsio.github.ZiggsAI
  10. nukez-mcpio.github.ZlaylowZ
  11. conductor-relay-mcpio.github.Zman504
  12. zoominfo-mcpio.github.Zoominfo
  13. Zugabotio.github.Zuga-luga
  14. zugabotio.github.Zuga-luga
  15. cre-intelligence-mcpio.github.Zwondra · 11 tools
  16. pretrade-oracleio.github.Zyxel89
  17. jp-dataio.github.a-mashiro-art
  18. tsung-aiio.github.a0985344368-glitch
  19. tw-legal-ragio.github.aa0101181514
  20. nobrainnerio.github.aaadjrbr
  21. loacare-healthcare-pricingio.github.aanari · 12 tools
  22. siliconbridgeio.github.aataqi-boop
  23. dalalosio.github.aatharva16
  24. dreamthreadsio.github.abdulrahimiqbal
  25. codepicio.github.abelce
  26. argentina-dataio.github.abenassi
  27. rankparse-mcpio.github.abhibavishi
  28. javelin-guardrails-mcp-serverio.github.abhijitjavelin
  29. lr-labsio.github.abhinandansethi · 4 tools
  30. baseframelabs-catalogueio.github.abhiyoheswaran1
  31. pixel-agentio.github.absharma9796
  32. recipe-signalio.github.absharma9796
  33. red-flag-greenflagio.github.absharma9796
  34. agentforgeio.github.acarchidi
  35. china-policy-signalio.github.acee-ventures
  36. oeradio-mcpio.github.achildrenmile · 17 tools
  37. delphi-oracleio.github.achilliesbot
  38. ep-agentiamio.github.achilliesbot
  39. judikatura-mcpio.github.adakov589
  40. cashflowio.github.adam-messinger
  41. recall-kitchenio.github.adamdecaf · 6 tools
  42. walkie-mcpio.github.adamperlis
  43. miniurlio.github.addychang
  44. keyboardiaio.github.adewale
  45. meridian-consensusio.github.adicted07-lang
  46. context-book-mcpio.github.aditya201551 · 8 tools
  47. adsio.github.adkit · 10 tools
  48. leporis-mcpio.github.admin-rstechie
  49. email-finder-serverio.github.admosolutionsgo-star
  50. fb-ad-intel-serverio.github.admosolutionsgo-star
  51. maps-leads-serverio.github.admosolutionsgo-star
  52. meta-ad-intel-serverio.github.admosolutionsgo-star
  53. yelp-leads-serverio.github.admosolutionsgo-star
  54. delivery-calculatorio.github.adopteunconteneur · 2 tools
  55. deeprecall-mcpio.github.adrida · 4 tools
  56. ibkr-portfolio-builder-mcpio.github.adwiteeymauriya · 15 tools
  57. model-id-cheatsheetio.github.aezizhu
  58. instagram-profile-mcp-serverio.github.afanasenkoa
  59. zillow-mcp-serverio.github.afanasenkoa
  60. poshkanio.github.afrazja
  61. fredenslund-workshop-toolsio.github.afredenslund
  62. mvr-apiio.github.africanmarketos591
  63. fathom-mcp-serverio.github.agencyenterprise · 6 tools
  64. agent-resolve-mcpio.github.agent-resolve
  65. reputation-gatewayio.github.agenticsubstrate
  66. relationship-memoryio.github.agentindexworld
  67. agentluxio.github.agentlux
  68. agentindexio.github.agentndx
  69. auditio.github.agentready-market
  70. yieldhunterio.github.agentsherpa
  71. yieldsentinelio.github.agentsherpa
  72. agent-access-indexio.github.agentwares
  73. agentcheckio.github.agentwares
  74. agentguard-cloudio.github.agentwares
  75. deal-memoio.github.agentwares
  76. mcp-livenessio.github.agentwares
  77. readiness-scorerio.github.agentwares
  78. agnicpayio.github.agnicpay-prog
  79. agtrepo-memoryio.github.agtrepo
  80. vitur-mcpio.github.ah-developer-pro
  81. chartpaneio.github.ahmadsl
  82. kachinkio.github.ahmadsl
  83. nextjobz-job-searchio.github.ahmed-suman
  84. thothio.github.ahmedEid1
  85. parselio.github.ahutto87
  86. agentmartio.github.ai-gaoqian
  87. aidishio.github.ai-mentor-bot
  88. askneedlio.github.ai-needl
  89. plushwipes-agent-revenueio.github.aida-mikechen
  90. data-quality-gateio.github.aidatatools-dev
  91. backendio.github.aiguardrail
  92. pagentio.github.aihumin
  93. searchio.github.aimnis
  94. edgar-answers-mcpio.github.aion-autonomous-org · 5 tools
  95. agentsio.github.airbytehq
  96. shipasoio.github.airowe
  97. botkelpio.github.aiscimi-code
  98. aistatusdashboardio.github.aistatusdashboard
  99. deltasignal-atlas-7io.github.aitrailblazer
  100. aixbtio.github.aixbt
  101. lexiang-mcp-serverio.github.ajaxhe · 38 tools
  102. arcstream-agent-marketio.github.ajekalemile
  103. world-resolverio.github.ajithisaac
  104. waqiio.github.ajprolific
  105. aiqarambaio.github.ajrogier
  106. lazareusio.github.ajwentcrazy
  107. dealsping-aiio.github.akhilbabumfwa-oss · 12 tools
  108. android-security-analyzerio.github.ako2345 · 4 tools
  109. healthclaw-guardrailsio.github.aks129
  110. useful-utilitiesio.github.aksp200
  111. nutrition-mcpio.github.akutishevsky · 36 tools
  112. spotifyio.github.akutishevsky
  113. withingsio.github.akutishevsky · 12 tools
  114. soapbox-faithio.github.alansafahi
  115. catholic-greatnessio.github.albermm
  116. incomebotio.github.albermm
  117. phos-analytics-engineio.github.albermm
  118. phos-marketing-engineio.github.albermm
  119. phos-sales-engineio.github.albermm
  120. piranha-visionio.github.albermm
  121. rtblintio.github.aleksUIX
  122. arc-flash-platformio.github.alessandropeng
  123. myfinance-mcpio.github.alex-odoo · 27 tools
  124. dilutionlensio.github.alexander-grun
  125. italian-company-checkio.github.alexanderdandrea-art
  126. aimarket-hubio.github.alexar76
  127. neuralbrainio.github.alexcurpan-cloud
  128. gq-readiness-freeio.github.alexfengrui
  129. yoio.github.alfongj-com
  130. algolia-productivityio.github.algolia
  131. agent-commonsio.github.algorerthym
  132. mengramio.github.alibaizhanov
  133. mcp-server-aliceio.github.aliceappai · 10 tools
  134. scopegateio.github.alifanov
  135. ai-watermark-removerio.github.alik472
  136. mcp-assist-memoryio.github.aliomraniH
  137. rabatrealestate-mcpio.github.allamiwayl-27
  138. cm-kgio.github.allooloo
  139. newswakeio.github.almaestilo
  140. nse-public-mcpio.github.alokbarnwal
  141. rankdeltaio.github.alordincans
  142. seo-agentio.github.alpha-ai-labs
  143. alpha-sophiaio.github.alphasophia
  144. alpha_vantage_mcpio.github.alphavantage · 120 tools
  145. swiss-whale-intelligenceio.github.alpineflow-io
  146. konstructio.github.alright-alright
  147. persisio.github.alright-alright
  148. munninio.github.alvseek
  149. journi-travelio.github.ama353-arch
  150. convergent-provider-directoryio.github.amakkar-leap
  151. birthstario.github.amarpathak
  152. travelowl-mcpio.github.ameinnaqvi
  153. nara-tourio.github.aminpiano
  154. 4fetchio.github.amit755
  155. kukgitio.github.amithkukllod777
  156. agent-channelio.github.amkentech
  157. reactive-resumeio.github.amruthpillai
  158. amzscout-skill-mcpio.github.amzscout-corp · 12 tools
  159. shoe-fit-checkerio.github.anburan-tech
  160. shop-mcpio.github.anderseen-digital
  161. juri-verifyio.github.andersongadelhaadv-cmyk
  162. anomaliaio.github.andreabuttarelli
  163. satmcpio.github.andretheronsa
  164. cupix-compassio.github.andrew-ji-cupix
  165. zipexplore-mcpio.github.andrew-sondgeroth
  166. uxsense-driftio.github.andrewdraper
  167. agentboardio.github.andrewmccalip
  168. toolweaveio.github.andreysparish
  169. agentic-platformio.github.andysalvo
  170. offstereoio.github.andzar22
  171. untap-mcpio.github.aneduaim · 6 tools
  172. talent-augmenting-layerio.github.angelo-leone
  173. foundry-apiio.github.angelus213
  174. animaio.github.anima-labs-ai
  175. golemreachio.github.aniripsaretro-max
  176. golemreach-heartbeatio.github.aniripsaretro-max
  177. ground-truthio.github.anish632
  178. frontdesko-mcpio.github.anmols · 6 tools
  179. co-op-nowio.github.anobell
  180. blatuiio.github.anousss007
  181. ng-blatuiio.github.anousss007
  182. agentic-aiio.github.anthonywlicausi
  183. kweenkl-mcpio.github.antoinedelorme
  184. remcpio.github.antonbaider
  185. courierio.github.antonioac1
  186. ad-extractio.github.anuragind003 · 13 tools
  187. mcp-serverio.github.anymailfinder
  188. agent-utilitiesio.github.anyway-possible
  189. mcp-serverio.github.apaleo
  190. el-buen-agente-mcpio.github.apasztetnik · 18 tools
  191. vital-care-finderio.github.apatzer
  192. payne-machine-revenueio.github.apayne1987-droid
  193. eu-vat-validatorio.github.apifymcpfactory-droid · 1 tools
  194. llms-txt-checkerio.github.apifymcpfactory-droid · 1 tools
  195. tech-stack-detectorio.github.apifymcpfactory-droid · 1 tools
  196. mcp-serverio.github.apihubio
  197. guardian-agentio.github.apiiro
  198. launchcheck-x402io.github.apolito53
  199. graphos-mcp-serverio.github.apollographql
  200. apollo-mcpio.github.apolloio · 12 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.