Team knowledge base MCP servers

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

Not here: personal notes and developer docs.

658servers
313 remote345 localTagged by Odel's AI, which can make mistakes

Best fit

341 made for this, ranked by starsRemoteLocal
  1. TokenKnows @johnnywuj81/tokenknowsDistill AI coding sessions into weekly reports, ADRs and a knowledge graph - self-hosted5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  2. Skill Shelf (Rust singleton daemon) @halflifezyf2680/skill-shelfProgressive group routing for 524 professional skills via Rust daemon stdio shim.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.4 GitHub stars.
  3. MemoGraph @indhar01/memographGraph-based memory system for LLMs with knowledge graphs and semantic search.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  4. Atlassian Dc Confluence @mrrefactoring/atlassian-dc-mcp-confluenceMCP server for Atlassian Confluence Data Center - access and manage content4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  5. Magnemo @magnemo/magnemoGoverned memory for AI agents. Memory with receipts. Local, plain files, zero network calls.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  6. gosidian @daniele-chiappa/gosidianSelf-hosted Obsidian-compatible markdown vault with a web UI and a 63-tool MCP server for AI agents4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.
  7. Hudu @wyre-ai/hudu-mcpMCP server for Hudu IT documentation — companies, assets, articles, passwords, and procedures.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.
  8. Firekeep @kapella-hub/firekeepSelf-hosted operating layer for AI agents: knowledge, continuity, coordination, and governance.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  9. Workfile @illodev/workfileRepository-native protocol and local MCP server for Work, Docs, History and durable project Memory.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  10. Hudu @wyre-technology/hudu-mcpMCP server for Hudu IT documentation — companies, assets, articles, passwords, and procedures.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.
  11. EVC Team Relay @entire-vc/evc-team-relay-mcpMCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  12. SmartMemory @mauriceisrael/smartmemoryNeuro-symbolic memory for LLMs (POC)4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.3 GitHub stars.
  13. Biel.ai @biel/biel-aiQuery your product docs from AI tools. Source-cited answers from your indexed documentation.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.3 GitHub stars.
  14. briar @iklobato/briarLocal knowledge store built from GitHub, Jira, Linear and cloud history, served over MCP.Not assessed yet.Runs on your machine, installed from Docker.2 GitHub stars.
  15. Metis @brightbeamai/metisGoverned tacit memory for AI agents: reviewed expert know-how, given only where conditions match4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  16. Noetive @noetive/mcp-serverYour agents share what they learn. Semantik finds it by meaning, with no topic names to agree on.Not assessed yet.Runs on your machine, installed from npm.2 GitHub stars.
  17. Tencent Lexiang MCP Server @tencent-lexiang/lexiang-mcp-serverTencent Lexiang AI knowledge base MCP server for searching, managing entries, and editing docs.10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.2 GitHub stars.
  18. DEPRECATED - Use lexiang-mcp-server @tencent-lexiang/mcp-serverDEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.2 GitHub stars.
  19. Ossian @dockndevai/ossian-mcpAsk your own documents with citations, plus durable memory for agents. Safe by default.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  20. Wiki.js @ni-c/wikijs-mcpSearch, read and edit Wiki.js pages, and manage its assets, users, groups and comments4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  21. Cli @aligndottech/cliCross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  22. Inkwell @veronchenko/inkwell-memoryPersistent memory for AI agents: Markdown entries, hybrid search, typed graph links4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.2 GitHub stars.
  23. SpecMgr @dfch/biz-dfch-specmgrAn artifact manager for system specifications.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  24. Cachly Dev MCP @cachly-dev/mcp-serverSolve it once. From then on, your AI knows. Experience for coding agents, EU-hosted. 124 MCP tools.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.