BigHugger

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. flydocsai.flydocs
  2. knowledgeai.flyvolo
  3. brand-intelligenceai.fodda · 23 tools
  4. deep-researchai.fodda · 23 tools
  5. earnings-intelligenceai.fodda · 23 tools
  6. expert-consultai.fodda · 23 tools
  7. mcp-serverai.fodda · 23 tools
  8. topic-researchai.fodda · 23 tools
  9. searchai.foliora
  10. companyai.fonzi
  11. talentai.fonzi
  12. studioai.foodphoto
  13. forkmateai.forkmate
  14. mcpai.foura · 4 tools
  15. framethrowerai.framethrower
  16. siert-kt8f7xai.fugentic
  17. dictionaryai.fukushi
  18. fullmaktai.fullmakt
  19. eventsai.funlet
  20. gatecoai.gateco
  21. gatetestai.gatetest.www
  22. mcpai.gavelin · 7 tools
  23. gemusai.gemus
  24. gency-liteai.gency
  25. gency-mcpai.gency
  26. genomic-intelligenceai.genomicintelligence
  27. gentoonai.gentoon
  28. governance-platformai.geodesiclabs
  29. mcp-serverai.gessa
  30. alfredai.get-alfred
  31. mcpai.getfacade · 21 tools
  32. market-analysisai.getfinsight
  33. mcpai.gethal
  34. mindsai.getminds · 15 tools
  35. optibotai.getoptimal
  36. mcpai.getperspective · 22 tools
  37. throughlineai.getthroughline
  38. auth-token-mcp-serviceai.getvda
  39. auth-token-mcp-traced-serviceai.getvda
  40. authenticated-llm-agentai.getvda
  41. authenticated-llm-agent-bcryptai.getvda
  42. authenticated-llm-jwt-agentai.getvda
  43. authenticated-llm-mcp-agentai.getvda
  44. authenticated-llm-traced-agentai.getvda
  45. authenticated-mcp-agent-aed9d5ai.getvda
  46. authenticated-mcp-agent-bcryptai.getvda
  47. authenticated-mcp-agent-openaiai.getvda
  48. authenticated-mcp-traced-agentai.getvda
  49. authenticated-multi-llm-agentai.getvda
  50. claude-schema-output-agentai.getvda
  51. dynamic-health-monitorai.getvda
  52. elasticsearch-mongodb-redis-stack-generator-elasticsearch-elasticsearchai.getvda
  53. elasticsearch-redis-mysql-stack-generatorai.getvda
  54. elasticsearch-redis-stack-generatorai.getvda
  55. elasticsearch-redis-stack-generator-elasticsearch-elasticsearchai.getvda
  56. encrypted-langchain-session-agentai.getvda
  57. encrypted-langchain-token-agentai.getvda
  58. encrypted-oauth-llm-agentai.getvda
  59. fastapi-auth-token-jwt-serviceai.getvda
  60. fastapi-auth-token-serviceai.getvda
  61. google-oauth-credential-serviceai.getvda
  62. google-oauth-langchain-agentai.getvda
  63. google-sign-in-claude-agentai.getvda
  64. google-sign-in-langchain-agentai.getvda
  65. integration-agentai.getvda
  66. kafka-and-postgres-monitoring-stackai.getvda
  67. kafka-minio-redis-stack-generatorai.getvda
  68. kafka-redis-minio-stack-generatorai.getvda
  69. langchain-login-and-token-agentai.getvda
  70. llm-observability-orchestrationai.getvda
  71. llm-observability-orchestration-agent-langchainai.getvda
  72. llm-observability-orchestration-agent-langchain-communityai.getvda
  73. llm-orchestration-agent-2ai.getvda
  74. llm-orchestration-agent-2-df5979ai.getvda
  75. llm-orchestration-agent-cryptographyai.getvda
  76. llm-orchestration-agent-d0a1a1ai.getvda
  77. llm-orchestration-agent-d2feb0ai.getvda
  78. llm-orchestration-agent-langchainai.getvda
  79. llm-orchestration-agent-langchain-anthropicai.getvda
  80. llm-orchestration-agent-langchain-coreai.getvda
  81. llm-orchestration-agent-langchain-openaiai.getvda
  82. llm-orchestration-agent-langgraphai.getvda
  83. llm-orchestration-agent-langsmithai.getvda
  84. llm-orchestration-agent-mcpai.getvda
  85. llm-orchestration-agent-openaiai.getvda
  86. llm-orchestration-agent-opentelemetry-apiai.getvda
  87. llm-orchestration-agent-opentelemetry-instrumentation-fastapiai.getvda
  88. llm-orchestration-jwt-agentai.getvda
  89. llm-orchestration-mcp-agentai.getvda
  90. llm-orchestration-observability-agentai.getvda
  91. llm-orchestration-traced-agentai.getvda
  92. memcached-mongodb-redis-compose-generatorai.getvda
  93. minio-and-redis-storage-stackai.getvda
  94. minio-postgres-redis-stack-generatorai.getvda
  95. multi-provider-schema-output-agentai.getvda
  96. mysql-redis-compose-generatorai.getvda
  97. mysql-redis-compose-generator-adminerai.getvda
  98. mysql-redis-compose-generator-nginxai.getvda
  99. nats-mysql-redis-stack-generatorai.getvda
  100. nginx-redis-stack-generatorai.getvda
  101. oauth-langchain-openai-agentai.getvda
  102. oauth-multi-llm-orchestratorai.getvda
  103. observable-backend-stack-generatorai.getvda
  104. password-hashing-and-jwt-serviceai.getvda
  105. postgres-grafana-stack-generatorai.getvda
  106. postgres-kafka-prometheus-stack-generatorai.getvda
  107. postgres-kafka-stack-generatorai.getvda
  108. postgres-minio-stack-generatorai.getvda
  109. postgres-prometheus-stack-generatorai.getvda
  110. postgres-redis-compose-generatorai.getvda
  111. rabbitmq-elasticsearch-mongodb-stack-generatorai.getvda
  112. rabbitmq-elasticsearch-mysql-stack-generatorai.getvda
  113. rabbitmq-elasticsearch-postgres-stack-generator-mongoai.getvda
  114. rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearchai.getvda
  115. rabbitmq-postgres-mongodb-stack-generatorai.getvda
  116. rabbitmq-redis-stack-generatorai.getvda
  117. redis-minio-postgres-stack-generatorai.getvda
  118. redis-minio-stack-generatorai.getvda
  119. structured-output-agentai.getvda
  120. structured-output-agent-c2ddccai.getvda
  121. structured-output-agent-openaiai.getvda
  122. structured-output-mcp-agent-authlibai.getvda
  123. structured-output-mcp-agent-cryptographyai.getvda
  124. structured-output-mcp-agent-instructorai.getvda
  125. structured-output-mcp-agent-langchain-coreai.getvda
  126. structured-output-mcp-traced-agentai.getvda
  127. traced-claude-format-guardai.getvda
  128. traced-llm-mcp-proxyai.getvda
  129. traced-llm-proxyai.getvda
  130. traced-multi-llm-proxyai.getvda
  131. traced-openai-langchain-agentai.getvda
  132. vetai.getvet
  133. gigaverseai.gigaverse
  134. hqai.giljo
  135. glasserai.glasser
  136. mcp-apiai.gomarble
  137. gondolaai.gondola
  138. good-sportai.good-sport
  139. shopify-admin-mcpai.gossiper
  140. great-arrowai.greatarrow
  141. greenlandaiai.greenlandai
  142. meetai.gregbenza
  143. openhouseai.gregbenza
  144. web-searchai.groundroute
  145. groundtruthai.gtfi · 3 tools
  146. incorporationai.gvrn
  147. harmnyai.harmny
  148. dbmcpai.haymon · 13 tools
  149. mcpai.helixar
  150. textsai.hermitsh
  151. hexaai.hexahq
  152. heyyumiai.heyyumi · 2 tools
  153. mcpai.hiddencontent
  154. hiai.hirey
  155. hivewikiai.hivewiki
  156. chistaraai.hoghogh
  157. intelligenceai.hostingbrain
  158. mcpai.hostprofit
  159. hotkerai.hotker
  160. collaborationai.human4ai
  161. huntboardai.huntboard
  162. hypernaturalai.hypernatural
  163. hyperscale-tenant-toolsai.hyperscale0
  164. hypnotheraai.hypnothera
  165. hyreflowai.hyreflow
  166. i18n-agentai.i18nagent
  167. public-contextai.igoyal
  168. imaginodeai.imaginode · 4 tools
  169. dossierai.imboard
  170. mcpai.immopix
  171. mcpai.inblog
  172. helpdeskai.inbrix
  173. inflowai.inflowpay.app
  174. mcpai.infolang
  175. infrapulseai.infrapulse
  176. inite-visibilityai.inite
  177. insider-alphaai.insideralpha
  178. instantclipsai.instantclips · 3 tools
  179. mcpai.intangible
  180. scannerai.intodns · 42 tools
  181. the-stallai.intuitek.the-stall
  182. inventory-heroai.inventoryhero
  183. seo-auditai.inxy
  184. ironscoutai.ironscout
  185. agent-storage-sandboxai.ironshard
  186. market-dataai.iturri
  187. whatsappai.izap
  188. nutritionai.january
  189. jawzai.jawz
  190. jeda-aiai.jeda
  191. gpuai.joinmultiplayer
  192. case-lawai.jurisprudencias
  193. mcpai.justdeploy
  194. just-domainai.justdomain · 2 tools
  195. mcpai.justdrop · 4 tools
  196. memoryai.justonce
  197. just-publishai.justpublish · 3 tools
  198. bridgeai.kaiv
  199. can-i-useai.kaiv
  200. dependency-trustai.kaiv

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.