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. agora402io.github.michu5696
  2. paycrowio.github.michu5696
  3. noto-crmio.github.migmediamarketing-ai · 12 tools
  4. agent-ready-mcpio.github.mlava · 4 tools
  5. scholar-sidekick-mcpio.github.mlava
  6. autonomous-intelligenceio.github.mmahdiahamed92-png
  7. mcp-memory-serverio.github.mnemoverse · 10 tools
  8. aicomglobalio.github.moonspacenow-tech
  9. should-i-useio.github.mrkeyoor · 6 tools
  10. justfill-pdf-formsio.github.mrmaciej1
  11. diagrams-mcp-serverio.github.mskry
  12. chat-recallio.github.munhq
  13. mcp-crypto-toolkitio.github.nad33mahm3d
  14. xrocketio.github.nakazanie-ton
  15. nanoodle-mcpio.github.nanoodlecom
  16. socialclawio.github.ndesv21
  17. circlfi-mcpio.github.negm17111995 · 2 tools
  18. mcpio.github.nerdydata
  19. mcp-neventio.github.nevent-dev
  20. mrdio.github.newspacemarket-com
  21. mcp-eu-financeio.github.nexusforge-tools · 6 tools
  22. agentic-adsio.github.nicofains1
  23. node-opcua-modeler-mcp-serverio.github.node-opcua · 12 tools
  24. anchordio.github.nolenation04
  25. semioticio.github.nteract · 17 tools
  26. dc-apiio.github.nulib
  27. smart-token-guardio.github.nwjnjjj
  28. mukoko-newsio.github.nyuchi
  29. mzizi-mcpio.github.nyuchi
  30. nyuchi-docsio.github.nyuchi
  31. apiosk-mcpio.github.obcraft
  32. sheetsdata-mcpio.github.octoco-ltd · 12 tools
  33. permitverdict-mcpio.github.okwithit9-debug · 11 tools
  34. edupage-mcpio.github.oliverhruby · 45 tools
  35. hiveclawio.github.omiiyamu
  36. mcp-serverio.github.omniologynow-rgb · 30 tools
  37. profitspot-mcpio.github.omniologynow-rgb
  38. scout-intel-mcpio.github.omniologynow-rgb
  39. osf-data-marketplaceio.github.onefreeman1337
  40. glassypicio.github.onepunchtechnology
  41. stats-compassio.github.oogunbiyi21
  42. rogerratio.github.opcastil11
  43. rogerthatio.github.opcastil11
  44. mcp-comprasio.github.opedrosoares
  45. open-agreementsio.github.open-agreements
  46. opencrater-mcpio.github.open-crater · 3 tools
  47. opusclipio.github.opus-pro
  48. zoteusio.github.oscardvs
  49. chartlinkio.github.oscarleoo
  50. outscraper-mcp-serverio.github.outscraper
  51. robynio.github.ox31461
  52. fragrancesio.github.parfica · 3 tools
  53. patchistry-mcp-serverio.github.patchistry · 6 tools
  54. pinescript-mcpio.github.paulieb89
  55. property-sharedio.github.paulieb89
  56. uk-due-diligence-mcpio.github.paulieb89 · 16 tools
  57. uk-legal-mcpio.github.paulieb89
  58. recruiter-roles-mcpio.github.pcmarts · 7 tools
  59. pdf4me-mcpio.github.pdf4me · 92 tools
  60. bc-curriculumio.github.pdg6 · 12 tools
  61. cronus-uiio.github.pedrogbraz
  62. petal-components-mcpio.github.petalframework · 2 tools
  63. parsley-mcpio.github.peterjduffy
  64. nodeproxyio.github.pgalyen1987
  65. pse-edge-mcpio.github.phdwight
  66. biiiio.github.philpof102-svg
  67. xsignalio.github.philpof102-svg
  68. mcpio.github.pictify-io · 21 tools
  69. proof-of-commitmentio.github.piiiico
  70. mcpio.github.pipeshub-ai
  71. platfoneio.github.platfone-com · 6 tools
  72. pinelabs-online-mcpio.github.plural-pinelabs · 57 tools
  73. litmusio.github.polygraphso
  74. content-rabbitio.github.pooriaarab
  75. numproofio.github.projecttron
  76. prompeteer-mcpio.github.prompeteer
  77. bilig-workpaperio.github.proompteng
  78. propline-mcpio.github.proplineapi
  79. freeport-nostrio.github.ptrinh
  80. putput-mcpio.github.putput-io-dev · 4 tools
  81. qinisoio.github.qinisolabs
  82. finedata-mcpio.github.quality-network · 9 tools
  83. pqc-toolsio.github.quantakrypto
  84. quanticdata-mcpio.github.quantumproxies · 20 tools
  85. mcpio.github.quantustik
  86. spot-mcpio.github.rackspace-spot
  87. cls-memoryio.github.rajamohan1950
  88. crowvaultio.github.rajeswaran140
  89. neurostackio.github.raphasouthall
  90. rationalbloks-mcpio.github.rationalbloks
  91. changebookio.github.raulbr90
  92. ontoio.github.ravixalgorithm · 6 tools
  93. razi-toolsio.github.razikallayi
  94. license-guardio.github.rccaoki-wq
  95. picdefenseio-mcp-serverio.github.rchanllc · 11 tools
  96. tentraio.github.rdanieli
  97. genome-industrial-intelligenceio.github.rdcahalane
  98. reportflow-mcpio.github.re-port-flow
  99. postmd-mcp-serverio.github.reinlainer · 23 tools
  100. mcpio.github.replynodes · 17 tools
  101. zetesisio.github.reutavidan
  102. agoragenticio.github.rhein1
  103. etapa-mcpio.github.rhoneybul
  104. prompt-compassio.github.rishabhmpc · 1 tools
  105. notifydio.github.rmzlb
  106. mcp-serverio.github.roamzy-io · 12 tools
  107. runapi-mcpio.github.runapi-builder · 9 tools
  108. 2oio.github.russellshen1992
  109. apexvol-mcpio.github.ryansilk · 43 tools
  110. operant-mcpio.github.saagpatel
  111. portfolio-mcpio.github.saagpatel
  112. undesirables-mcp-serverio.github.sailorpepe
  113. transcriptor-mcpio.github.samson-art
  114. feedback-synthesis-mcpio.github.sapph1re · 4 tools
  115. mcp-billing-gatewayio.github.sapph1re · 1 tools
  116. sayba-platformio.github.saybanet
  117. scavio-mcpio.github.scavio-ai · 191 tools
  118. gadgethumans-x402io.github.scotia1973-bot
  119. scrapeless-mcp-serverio.github.scrapeless-ai
  120. mcpio.github.seldonframe
  121. mcpio.github.selectic-ai
  122. seerxoio.github.semihbugrasezer
  123. browser-devtools-mcpio.github.serkan-ozal
  124. luca-mcpio.github.setluca
  125. instagram-mcpio.github.setsmart-git · 30 tools
  126. ainoteio.github.seunghan91
  127. databazaario.github.shagarwal
  128. sheetrender-mcpio.github.sheetrender · 10 tools
  129. agoradmio.github.shichuanqiong
  130. shipmail-mcpio.github.shipmail-to · 134 tools
  131. devops-agentio.github.shittuay
  132. balance-engineio.github.singularitybpjade
  133. agentsocial-mcpio.github.singularitystudiosdev
  134. smartipedia-mcpio.github.sksareen · 7 tools
  135. pillowfortio.github.slee1996
  136. slimaio.github.slima-ai · 14 tools
  137. finn-tannlege-mcpio.github.slookisen
  138. opplevagent-mcpio.github.slookisen
  139. gpra-chord-chartsio.github.slshults
  140. shakespeare-monologuesio.github.slshults
  141. cryptoetfio.github.sly13 · 5 tools
  142. onboardingio.github.smarterweather
  143. weatherio.github.smarterweather
  144. scamcheck-mcp-serverio.github.smijo-geek
  145. causallayerio.github.smq9sn5jck-coder · 4 tools
  146. transita-mcp-serverio.github.snenenenenenene
  147. tascan-mcpio.github.snowbikemike
  148. solucortex-mcpio.github.soluai-spa · 6 tools
  149. openaffiliate-mcpio.github.sonpiaz
  150. mcpio.github.spacefast
  151. mcp-serverio.github.speakai
  152. simplefunctionsio.github.spfunctions
  153. send16-mcpio.github.spruikco
  154. timebookio.github.squidcode
  155. nexatron-mcpio.github.sravanmodugula-solved
  156. srgplus-mcpio.github.srgplus
  157. stillos-edge-gateio.github.stillmarcus24
  158. stillos-kyaio.github.stillmarcus24
  159. stillos-notary-mcpio.github.stillmarcus24 · 5 tools
  160. earningscalls-mcpio.github.stockmarketscan · 15 tools
  161. straleio.github.strale-io
  162. twilizeio.github.subhatta123
  163. japan-real-estate-intel-mcpio.github.sugukurukabe
  164. jp-bidsio.github.sugukurukabe
  165. suma-memoryio.github.sumanaddanki
  166. parseio.github.sunholo-data
  167. search1apiio.github.superagents-lab
  168. agentrankio.github.superlowburn
  169. mcpio.github.superserve-ai
  170. taiwan-payrollio.github.supra126
  171. conduit-mcpio.github.swarmsync-ai
  172. agentio.github.taisly
  173. agentio.github.talivia-group
  174. keryxio.github.tang-vu
  175. muslim-prayer-mcpio.github.tareq7
  176. mcp-serverio.github.taskade
  177. datagraphio.github.team-earth
  178. techmanualio.github.techmanual-ai
  179. mcp-server-templatedio.github.templated-io · 25 tools
  180. mcpio.github.tempmd · 8 tools
  181. ai-business-system-advisor-mcpio.github.tenkai2018 · 9 tools
  182. amortizationio.github.theluckystrike
  183. asset-registerio.github.theluckystrike
  184. bank-statement-csv-categorize-reconcile-ledgerio.github.theluckystrike
  185. barcode-qr-code-sepa-payment-ean13io.github.theluckystrike
  186. bill-of-saleio.github.theluckystrike
  187. billing-docs-credit-notes-purchase-ordersio.github.theluckystrike
  188. calendar-ics-reader-events-freebusy-conflictsio.github.theluckystrike
  189. carton-consignment-waybill-pack-listio.github.theluckystrike
  190. cash-bookio.github.theluckystrike
  191. catalogueio.github.theluckystrike
  192. change-orderio.github.theluckystrike
  193. checklistio.github.theluckystrike
  194. contract-clause-library-proposal-template-docxio.github.theluckystrike
  195. credit-memoio.github.theluckystrike
  196. currency-converter-ecb-rates-daily-keylessio.github.theluckystrike
  197. deliverable-trackerio.github.theluckystrike
  198. depositsio.github.theluckystrike
  199. docx-document-generator-proposal-contract-markdownio.github.theluckystrike
  200. dunning-lettersio.github.theluckystrike

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.