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. observable-backend-stack-generatorai.getvda
  2. password-hashing-and-jwt-serviceai.getvda
  3. postgres-grafana-stack-generatorai.getvda
  4. postgres-kafka-prometheus-stack-generatorai.getvda
  5. postgres-kafka-stack-generatorai.getvda
  6. postgres-minio-stack-generatorai.getvda
  7. postgres-prometheus-stack-generatorai.getvda
  8. postgres-redis-compose-generatorai.getvda
  9. rabbitmq-elasticsearch-mongodb-stack-generatorai.getvda
  10. rabbitmq-elasticsearch-mysql-stack-generatorai.getvda
  11. rabbitmq-elasticsearch-postgres-stack-generator-mongoai.getvda
  12. rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearchai.getvda
  13. rabbitmq-postgres-mongodb-stack-generatorai.getvda
  14. rabbitmq-redis-stack-generatorai.getvda
  15. redis-minio-postgres-stack-generatorai.getvda
  16. redis-minio-stack-generatorai.getvda
  17. structured-output-agentai.getvda
  18. structured-output-agent-c2ddccai.getvda
  19. structured-output-agent-openaiai.getvda
  20. structured-output-mcp-agent-authlibai.getvda
  21. structured-output-mcp-agent-cryptographyai.getvda
  22. structured-output-mcp-agent-instructorai.getvda
  23. structured-output-mcp-agent-langchain-coreai.getvda
  24. structured-output-mcp-traced-agentai.getvda
  25. traced-claude-format-guardai.getvda
  26. traced-llm-mcp-proxyai.getvda
  27. traced-llm-proxyai.getvda
  28. traced-multi-llm-proxyai.getvda
  29. traced-openai-langchain-agentai.getvda
  30. gigaverseai.gigaverse
  31. hqai.giljo
  32. glasserai.glasser
  33. mcp-apiai.gomarble
  34. gondolaai.gondola
  35. good-sportai.good-sport
  36. shopify-admin-mcpai.gossiper
  37. great-arrowai.greatarrow
  38. greenlandaiai.greenlandai
  39. meetai.gregbenza
  40. openhouseai.gregbenza
  41. web-searchai.groundroute
  42. groundtruthai.gtfi · 3 tools
  43. incorporationai.gvrn
  44. harmnyai.harmny
  45. mcpai.helixar
  46. hexaai.hexahq
  47. heyyumiai.heyyumi · 2 tools
  48. hiai.hirey
  49. hivewikiai.hivewiki
  50. chistaraai.hoghogh
  51. intelligenceai.hostingbrain
  52. mcpai.hostprofit
  53. hotkerai.hotker
  54. collaborationai.human4ai
  55. huntboardai.huntboard
  56. hypernaturalai.hypernatural
  57. hyperscale-tenant-toolsai.hyperscale0
  58. hypnotheraai.hypnothera
  59. hyreflowai.hyreflow
  60. public-contextai.igoyal
  61. imaginodeai.imaginode · 4 tools
  62. mcpai.immopix
  63. mcpai.inblog
  64. helpdeskai.inbrix
  65. inflowai.inflowpay.app
  66. mcpai.infolang
  67. infrapulseai.infrapulse
  68. insider-alphaai.insideralpha
  69. mcpai.intangible
  70. the-stallai.intuitek.the-stall
  71. inventory-heroai.inventoryhero
  72. seo-auditai.inxy
  73. ironscoutai.ironscout
  74. agent-storage-sandboxai.ironshard
  75. market-dataai.iturri
  76. whatsappai.izap
  77. nutritionai.january
  78. jawzai.jawz
  79. jeda-aiai.jeda
  80. gpuai.joinmultiplayer
  81. case-lawai.jurisprudencias
  82. mcpai.justdeploy
  83. just-domainai.justdomain · 2 tools
  84. memoryai.justonce
  85. just-publishai.justpublish · 3 tools
  86. bridgeai.kaiv
  87. can-i-useai.kaiv
  88. dependency-trustai.kaiv
  89. dns-checkai.kaiv
  90. docker-factsai.kaiv
  91. email-checkai.kaiv
  92. is-it-downai.kaiv
  93. version-truthai.kaiv
  94. kanonikai.kanonik
  95. agent-secai.kernora
  96. mcpai.kifly
  97. mcpai.kikaret
  98. mcpai.kive
  99. klaaroai.klaaro
  100. intelligenceai.klarix
  101. strataai.klavis
  102. klipyai.klipy
  103. genai.klodkot
  104. klyfai.klyf
  105. knowledge-gridai.knowledgegrid
  106. kolens-mcpai.kolens
  107. kolonieai.kolonie
  108. kontatoai.kontato
  109. koomaai.kooma
  110. memoryai.korely
  111. mcpai.korey
  112. krtrai.krtr
  113. mcp-serverai.kubit
  114. kumbuka-serverai.kumbuka
  115. mcpai.ladderflow
  116. exchangeai.lamdis
  117. soar-record-gatewayai.lateos
  118. map-mcpai.latlong
  119. latticenetai.latticenet · 33 tools
  120. x402-trading-signalsai.lattiq
  121. lawyer-searchai.law.mcp · 7 tools
  122. mcpai.lazyads
  123. lenshubai.lenshub
  124. levelfour-mcpai.levelfour
  125. libers-suiteai.libers
  126. mcp-serverai.licensy
  127. conquer-fearai.lifeisagame
  128. signal-not-noiseai.lifeisagame
  129. trust-intelligenceai.limitguard.api · 5 tools
  130. limurseai.limurse
  131. limyai.limy
  132. diagramsai.line9
  133. mcpai.linkdeal.www
  134. ai-in-researchai.livingmeta
  135. llamanotesai.llamanotes
  136. pricingai.llmhosting
  137. mcpai.llmse
  138. localheroai.localhero
  139. mlp-taxai.lucasandersen
  140. game-assetsai.ludo · 4 tools
  141. sports-intelligenceai.lumify
  142. insightsai.magicinsights · 13 tools
  143. maguyvaai.maguyva
  144. mcpai.mailjunky
  145. meeting-agentsai.mainroom
  146. video-generatorai.makeaivideo
  147. mangaai.mangii
  148. mapmapai.mapmap
  149. mcpai.marketcore · 58 tools
  150. market-dataai.marketcrew
  151. agent-feedai.markettrace
  152. masaroai.masaro
  153. masnaviai.masnavi
  154. resumeai.maxcv
  155. synapai.maximem
  156. analyticsai.mcpanalytics
  157. directoryai.mcpjunction
  158. mcpmyadminai.mcpmyadmin
  159. mrc-dataai.meacheal
  160. squadai.meetsquad · 30 tools
  161. peer-reviewai.meltstudio
  162. mcpai.memestack
  163. meminalai.meminal
  164. mcpai.memocore
  165. memoketai.memoket
  166. memoryrouterai.memoryrouter
  167. mentionagentai.mentionagent
  168. lensai.mindola
  169. web-agentai.mino
  170. mitosisai.mitosislabs
  171. mcpai.modelrunner · 23 tools
  172. demo-bookingai.modulos
  173. moonlingsai.moonlings
  174. morelikeai.morelike
  175. morphaai.morphareels
  176. mcp-workspaceai.moxt
  177. mcpai.mozark
  178. mrmarket-mcpai.mrmarket · 8 tools
  179. polish-catholic-sermonsai.msza
  180. muffedai.muffed
  181. enactaai.multi-turn
  182. markyai.mymarky
  183. property-intelligenceai.myplot
  184. myriadeai.myriade
  185. sirenai.mysiren · 14 tools
  186. atlasai.n3tz
  187. nameai-mcpai.name
  188. ens-toolsai.namewhisper · 44 tools
  189. nashboard-merchantsai.nashboard
  190. mcpai.nativeads
  191. constructionai.nebelus
  192. human-stateai.nefesh · 6 tools
  193. neoai.neocapital
  194. jewelry-photographyai.neuroviz
  195. NewzAIai.newzai.api · 3 tools
  196. news-mcpai.newzai.api · 3 tools
  197. commerceai.nexez
  198. ninarai.ninar
  199. mcpai.ninjachat
  200. fidenta-verifyai.noevant

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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.