Team knowledge base MCP servers

A server here a team's shared wiki, documentation or company knowledge.

Not here: personal notes and developer docs.

657servers
312 remote345 localTagged by Odel's AI, which can make mistakes

Best fit

339 made for this, ranked by starsRemoteLocal
  1. briefd @ismailperim/briefdGit-backed team knowledge compiled into token-budgeted context bundles for coding agents3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.31 GitHub stars.
  2. Data Olympus @knaisoma/data-olympusGovernance-grade knowledge-base format (OKF-compatible) plus CLI and single-writer MCP serverNot assessed yet.Runs on your machine, installed from PyPI.29 GitHub stars.
  3. MemoCat — Shared AI Memory @montygovernance/memocat-mcpOne shared, persistent memory across AI agents and systems, with semantic recall and live updates.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.28 GitHub stars.
  4. Montycat MCP - Shared Memory for AI Agents @montygovernance/montycat-mcpShared, persistent memory for AI agents, with semantic recall and live updates.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.27 GitHub stars.
  5. Rigour @rigour-labs/rigourLets coding agents review their change, find an existing helper, and recall the team's lessons.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.27 GitHub stars.
  6. RAGStack @hatmanstack/ragstackSearch, chat, upload, and scrape a serverless RAGStack knowledge base on AWS.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.25 GitHub stars.
  7. Distillery @norrietaylor/distillery-mcpKnowledge base for Claude Code with semantic search, feed intelligence, and teams5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.24 GitHub stars.
  8. Connapse @destrayon/connapseSelf-hosted knowledge backend for AI agents with hybrid search and MCP tools5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.21 GitHub stars.
  9. MediaWiki @olgasafonova/mediawiki-mcp-serverSearch, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.19 GitHub stars.
  10. IT Glue @wyre-ai/itglue-mcpMCP server for IT Glue — organizations, configurations, passwords, flexible assets, and documents.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.17 GitHub stars.
  11. IT Glue @wyre-technology/itglue-mcpMCP server for IT Glue — organizations, configurations, passwords, flexible assets, and documents.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.17 GitHub stars.
  12. Titen Memory @ramaaditya49/titen-memoryEvidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D15% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.16 GitHub stars.
  13. Engram @rwnalds/engramGit-backed markdown memory for AI agents; search hides superseded and archived notes.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.16 GitHub stars.
  14. Zaxy @syndicalt/zaxyEvent-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.16 GitHub stars.
  15. Pulse8 Ai Cortex Knowledge Vault @synpulse8-opensource/pulse8-ai-cortex-knowledge-vaultAgent-native knowledge OS on Markdown: typed graph, hybrid search, and compiler over MCP.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.15 GitHub stars.
  16. Attestor @bolnet/attestorSelf-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.14 GitHub stars.
  17. Microsoft 365 SharePoint @mindstone/mcp-server-microsoft-sharepointMicrosoft 365 SharePoint via Graph: sites, libraries, pages, lists, search, file/list mutations.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.12 GitHub stars.
  18. Coalent @nisarg-pujara-vectorlink/coalentFresh, attributed facts from your sources — cached, and invalidated the moment a source changes.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.12 GitHub stars.
  19. Pindoc @var-gg/pindocCode-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.12 GitHub stars.
  20. SharePoint MCP Server @ravikant1918/sharepoint-mcpMCP server for Microsoft SharePoint — manage folders, documents, and metadata.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.12 GitHub stars.
  21. Hunch @davesheffer/hunchShared records for AI agents: engineering decisions, bug history, rules, and work state through MCP.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.11 GitHub stars.
  22. trovex @tsukumohq/trovexServes coding agents one canonical doc per query instead of rereading the repo — ~60% fewer tokens.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.11 GitHub stars.
  23. Lockstep @lockstep-team-agent/lockstepDecision memory for AI coding agents: captures decisions once, briefs every agent before it acts.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.10 GitHub stars.
  24. Tribal @tribal-memory/tribalSelf-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.10 GitHub stars.