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. Growmos @codician/growmosLiving knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.9 GitHub stars.
  2. XAF Logic Explainer @peopleworks/xaf-logic-explainerQuery your DevExpress XAF app: entities, controllers, actions, rules, Model Editor.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from NuGet.9 GitHub stars.
  3. Memento @scrypster/mementoPersistent memory for AI tools. Local-first knowledge graph with hybrid search.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.9 GitHub stars.
  4. Lore @agentkitai/loreCross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.9 GitHub stars.
  5. remem-mcp — Local-first MCP Memory + CodeGraph + Wiki @tinhien11/remem-mcpLocal-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.8 GitHub stars.
  6. Kortexio Memory @kortexio/memoryHosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.8 GitHub stars.
  7. Thask @kimgh06/thaskDependency-graph MCP server. Tells Claude/Cursor what breaks if you change X. Provenance guards.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.8 GitHub stars.
  8. Artel @nicolasprimeau/artelSelf-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.8 GitHub stars.
  9. PipesHub @pipeshub-ai/mcpPermissioned search and cited answers over Slack, Drive, Gmail, Jira, and 50+ workplace sources.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  10. okf-mcp @mfdaves/okf-mcpValidate, search, graph, and safely author local Open Knowledge Format bundles.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  11. GCTRL @gctrl-tech/gctrlGoverned graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  12. Agent Memory OS @yamantaka520/agent-memory-osLocal-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.7 GitHub stars.
  13. ContextAtlas @traviswye/contextatlasPre-computed atlas of your codebase for Claude Code: LSP + ADRs + git. 45-72% token reduction.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  14. Myco Brain @thegoodguysla/myco-brainSelf-hosted, source-traceable memory layer and MCP server for AI agents, on your own Postgres.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  15. Krimto @krimto-labs/krimtoMemory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  16. Cairn @jasondostal/cairn-mcpPersistent memory for AI agents and humans. Store, search, and discover patterns.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.7 GitHub stars.
  17. slivingdoc @baalimago/slivingdocDurable context for agents and people: shared notes with Git-style merges, no silent overwrites.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.6 GitHub stars.
  18. mwe-mcp — Memory Wiki Engine @fr4nz82/mwe-mcpSelf-hosted multi-user memory for AI agents: a human-readable Markdown wiki with per-fragment ACL.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.6 GitHub stars.
  19. Yandex 360 (ycli) @bim-ba/ycliYandex 360 Tracker, Wiki and Forms: read and write tools with honest read-only annotations.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.5 GitHub stars.
  20. IT Glue @mspstack/mcp-itglueIT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  21. Stuga @stuga/stugaAgent edits await review by default in a self-hosted workspace for documents and databases.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  22. Open Investment Model @antikas/openimRead-only OpenIM search for institutional buy-side investment models and architecture.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  23. Hivelore @doucs91/hiveloreDeterministic gate: blocks any commit whose diff reintroduces a documented team mistake.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  24. 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.