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MCP servers

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. photoshop-mcpio.github.alisaitteke
  2. stata-mcpio.github.aliveranme
  3. rabatrealestate-mcpio.github.allamiwayl-27
  4. agent-lagoon-mcpio.github.allenlu0409
  5. cm-kgio.github.allooloo
  6. newswakeio.github.almaestilo
  7. almega-mcpio.github.almega-ai
  8. fitness-toolsio.github.almostjacked
  9. health-mcpio.github.almostjacked
  10. hevy-mcpio.github.almostjacked
  11. nse-public-mcpio.github.alokbarnwal
  12. joplin-mcpio.github.alondmnt
  13. rankdeltaio.github.alordincans
  14. seo-agentio.github.alpha-ai-labs
  15. pensketchio.github.alpha-nu
  16. ai-memoryio.github.alphaonedev · 21 tools
  17. alphasmo-toolsio.github.alphasmo
  18. alpha-sophiaio.github.alphasophia
  19. alpha_vantage_mcpio.github.alphavantage · 120 tools
  20. swiss-whale-intelligenceio.github.alpineflow-io
  21. evolutiondb-memoryio.github.alptekin
  22. konstructio.github.alright-alright
  23. persisio.github.alright-alright
  24. altr-mcp-serverio.github.altrsoftware
  25. alttext-mcpio.github.alttextai
  26. mail-indexio.github.alunsoldantarctica
  27. figma-mcp-rustio.github.alvinindra · 85 tools
  28. gtasks-mcpio.github.alvinjchoi · 8 tools
  29. munninio.github.alvseek
  30. luma-mcpio.github.alx1p · 4 tools
  31. propresenter-mcpio.github.alxpark
  32. mcp-atlassian-attachmentsio.github.alyiox · 4 tools
  33. mcp-clickhousexio.github.alyiox · 8 tools
  34. mcp-docs-askio.github.alyiox · 3 tools
  35. mcp-mssqlio.github.alyiox
  36. mcp-samsclub-adsio.github.alyiox
  37. mcp-walmart-adsio.github.alyiox · 5 tools
  38. mcp-walmart-marketplaceio.github.alyiox
  39. journi-travelio.github.ama353-arch
  40. leaseclear-mcpio.github.amadeuserras · 1 tools
  41. convergent-provider-directoryio.github.amakkar-leap
  42. zikkaronio.github.amanhij
  43. dbhub-analyticsio.github.amansingh63 · 2 tools
  44. rug-munch-mcpio.github.amarodeabreu
  45. birthstario.github.amarpathak
  46. picoli-mcpio.github.amaterous · 5 tools
  47. crawlbitio.github.amati032-dev
  48. amcharts5io.github.amcharts · 10 tools
  49. angel-oneio.github.ameernoufil
  50. invoice-generatorio.github.amehiny
  51. travelowl-mcpio.github.ameinnaqvi
  52. elefanteio.github.amenophis1er
  53. gamma-mcp-serverio.github.amer-prog · 8 tools
  54. petromcpio.github.ameyxd · 10 tools
  55. mcp-quickbooksio.github.amin-ale · 18 tools
  56. nara-tourio.github.aminpiano
  57. luxembourg-mcpio.github.amirdaraee · 28 tools
  58. jamgateio.github.amirj4m
  59. 4fetchio.github.amit755
  60. wealthvilleio.github.amitesh-m
  61. kukgitio.github.amithkukllod777
  62. furlen-mcpio.github.amitsha86
  63. pixlintio.github.amitsingh-24
  64. agent-channelio.github.amkentech
  65. encode-toolkitio.github.ammawla
  66. interactive-terminalio.github.amol21p · 7 tools
  67. printscale-mcpio.github.amortegui84
  68. madeforai-supplychain-skillio.github.amplichina
  69. talamusio.github.ampres-ai
  70. pdfapi-mcp-serverio.github.amranswill
  71. reactive-resumeio.github.amruthpillai
  72. yet-another-agentic-chatio.github.amyodov
  73. amzscout-skill-mcpio.github.amzscout-corp · 12 tools
  74. anaconda-mcpio.github.anaconda
  75. mcp-listenio.github.analyticsinmotion · 3 tools
  76. weatherio.github.anara123
  77. shoe-fit-checkerio.github.anburan-tech
  78. shop-mcpio.github.anderseen-digital
  79. juri-verifyio.github.andersongadelhaadv-cmyk
  80. yahoo-mail-mcpio.github.andesstriker · 9 tools
  81. tableau-lineageio.github.andey0Saikiran
  82. tokenlite-mysql-mcpio.github.andezdev
  83. vulnicheckio.github.andrasfe · 10 tools
  84. mcp-documentation-serverio.github.andrea9293 · 12 tools
  85. anomaliaio.github.andreabuttarelli
  86. google-flightsio.github.andreacappelletti97
  87. openhive-mcpio.github.andreas-roennestad · 3 tools
  88. amazing-marvin-complete-mcpio.github.andreasd083
  89. codex-delegate-mcpio.github.andreilungeanu
  90. cursor-delegate-mcpio.github.andreilungeanu
  91. binkyio.github.andreisilva1
  92. mcpspendio.github.andreisirbu91-lab
  93. redmine-mcp-stdioio.github.andrelaptenok · 12 tools
  94. zerodustio.github.andresdefi
  95. nodriver-mcp-serverio.github.andresolbach
  96. hazmat-cfr-mcpio.github.andretaki · 11 tools
  97. satmcpio.github.andretheronsa
  98. cupix-compassio.github.andrew-ji-cupix
  99. zipexplore-mcpio.github.andrew-sondgeroth
  100. polyaccountsio.github.andrewblount
  101. polyaccounts-demoio.github.andrewblount
  102. uxsense-driftio.github.andrewdraper
  103. missinglinkzio.github.andrewlamamills-tech
  104. agentboardio.github.andrewmccalip
  105. youfiliate-mcpio.github.andrewmpierce
  106. guildbook-mcpio.github.andrewnexa-hub
  107. pondlogio.github.andrewschristison
  108. pondlog-ebirdio.github.andrewschristison
  109. pondlog-gardenio.github.andrewschristison
  110. pondlog-inaturalistio.github.andrewschristison
  111. pondlog-mushroomobserverio.github.andrewschristison
  112. pondlog-npnio.github.andrewschristison
  113. pondlog-usgsio.github.andrewschristison
  114. clawvault-mcp-serverio.github.andrewszk
  115. nummeropslagio.github.andrey-tut
  116. toolweaveio.github.andreysparish
  117. datoonio.github.andrii-su
  118. bazos-mcpio.github.andrijdavid · 12 tools
  119. vinted-mcpio.github.andrijdavid · 6 tools
  120. math-mcpio.github.andylbrummer
  121. molecular-mcpio.github.andylbrummer
  122. neural-mcpio.github.andylbrummer
  123. quantum-mcpio.github.andylbrummer
  124. loadbearingio.github.andypgray
  125. resharper-cli-mcpio.github.andypgray · 3 tools
  126. roz-mcpio.github.andypgray · 20 tools
  127. agentic-platformio.github.andysalvo
  128. supership-scanio.github.andysalvo · 4 tools
  129. agentsafeio.github.andyscott88
  130. offstereoio.github.andzar22
  131. untap-mcpio.github.aneduaim · 6 tools
  132. graymatterio.github.angelnicolasc
  133. talent-augmenting-layerio.github.angelo-leone
  134. foundry-apiio.github.angelus213
  135. ololand-ddio.github.aniebyl
  136. archietio.github.aniekanasuquookono-web
  137. mcp-failure-labio.github.anilloutombam
  138. animaio.github.anima-labs-ai
  139. animicaio.github.animicaorg
  140. devcontainer-mcpio.github.aniongithub
  141. imessage-mcpio.github.anipotts
  142. golemreachio.github.aniripsaretro-max
  143. golemreach-heartbeatio.github.aniripsaretro-max
  144. ground-truthio.github.anish632
  145. docsiftio.github.anishmoncivarghese
  146. sondeio.github.anishmoncivarghese
  147. coolftpio.github.anivdel
  148. toon-parse-mcpio.github.ankitpal181
  149. account-pool-mcpio.github.ankitsxchdeva
  150. frontdesko-mcpio.github.anmols · 6 tools
  151. mcp-mementoio.github.annibale-x
  152. mcp-webgateio.github.annibale-x · 3 tools
  153. webshiftio.github.annibale-x · 1 tools
  154. co-op-nowio.github.anobell
  155. blatuiio.github.anousss007
  156. ng-blatuiio.github.anousss007
  157. anp2-mcp-serverio.github.anp2dev
  158. anp2-mcp-serverio.github.anp2protocol
  159. namegenderio.github.anpekesen
  160. nightmarqueeio.github.ant-dev-lab
  161. mac-use-mcpio.github.antbotlab · 18 tools
  162. gws-admin-mcpio.github.antct11
  163. meddataio.github.anthesiallc · 7 tools
  164. storesignalio.github.anthesiallc
  165. dos-kernelio.github.anthony-chaudhary
  166. cartographio.github.anthony-maio
  167. leapfrogio.github.anthonybono21-cloud
  168. mcp-fb-publisherio.github.anthonyjbolo
  169. br8nio.github.anthonysuherli
  170. agentic-aiio.github.anthonywlicausi
  171. antics-mcpio.github.antics-gg · 5 tools
  172. openimio.github.antikas
  173. pm-analyseio.github.antnewman
  174. pm-dataio.github.antnewman
  175. pm-validateio.github.antnewman
  176. seo-tools-mcp-aparserio.github.antohins
  177. seo-tools-mcp-ga4io.github.antohins
  178. seo-tools-mcp-gscio.github.antohins
  179. seo-tools-mcp-metrikaio.github.antohins
  180. seo-tools-mcp-wordstatio.github.antohins
  181. seo-tools-mcp-xmlriverio.github.antohins
  182. seo-tools-mcp-xmlstockio.github.antohins
  183. seo-tools-mcp-ywmio.github.antohins
  184. gravity-swarmio.github.antoinedelorme
  185. kweenkl-mcpio.github.antoinedelorme
  186. deliberationio.github.antonbabenko
  187. remcpio.github.antonbaider
  188. safeselectio.github.antonillos · 41 tools
  189. mcp-pfsenseio.github.antonio-mello-ai
  190. mcp-proxmoxio.github.antonio-mello-ai · 34 tools
  191. courierio.github.antonioac1
  192. truepaneio.github.antonkarliner
  193. mcp-postgres-serverio.github.antonorlov
  194. rftoolsio.github.antonpogrebenko-public · 5 tools
  195. weather-mcpio.github.antuelle78
  196. mcp-server-chartio.github.antvis
  197. synapse-channelio.github.anulum
  198. garmin-local-mcpio.github.anup-shesh
  199. ad-extractio.github.anuragind003 · 13 tools
  200. temperaio.github.anvanster · 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.