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. One Brain @prophet-git/one-brainShared memory for a team in Claude Code: what one person records, everyone has.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  2. Kythene @kythene/kytheneYour AI's work, reviewed by your team, remembered - shared artifacts with review, plus team memory.11% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  3. cambium (remote) @jarmstrong158/cambium-remoteCloudflare Worker for read-only recall of cambium knowledge. MCP 2026-07-28, dual-era.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
  4. Memfleet @memfleet/memfleetShared, governed memory for fleets of AI agents: judged contributions, provenance, operator control8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  5. Gateco @gateco/gatecoPermission-aware retrieval for AI systems: policy-enforced access to organizational knowledge.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  6. Orcha @westonhancock/orchaSecurely search and manage workspace context files for AI agents and teams.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  7. Vibsync @vibsync/vibsyncOne shared brain for your AI coding agents: team memory, agent Q&A, tasks, and file claims.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  8. memsprout @memsprout/memsproutshared AI-context layer for teams — persistent memory your agents search and update over MCP7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  9. Decisions @roberton003/mcp-server-decisionsDecision tracking with prediction validation and outcome gates for AI agents3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  10. UML Forge @dave1362/umlforgeArchitecture intelligence, security analysis, and living docs. 14 Mermaid tools.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  11. Firmament @getfirmament/firmamentYour team's shared, verified knowledge for AI agents: ask what's true, record what you learn.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  12. Rootr @inspirio-co/rootr-cliConnect your team's living knowledge base — docs, data, issues, CRM — to Claude and ChatGPT.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  13. Cambium @jarmstrong158/cambiumKnowledge-lifecycle MCP: turn agent work into memory, recall it across projects, promote to org.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  14. OpsLevel @opslevel/mcpQuery your OpsLevel internal developer portal: catalog, maturity data, and tech docs.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  15. BaseThread @basethread/basethreadOne shared context your team's AI tools read & write over MCP. No re-explaining. Free.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  16. AgentDrive @agentdrive-sh/agentdriveCross-agent artifact workspace with provenance across Claude Code, Codex, Cursor, LangGraph.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  17. Stable Baseline @stablebaseline/sbEnd-to-end agent-managed company brain. Docs, diagrams, plans, Knowledge Graph. Lean & affordable.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  18. Writespace @write-space/writespace-mcpPersistent docs and memory for AI agents — read, write, organize & search a shared workspace.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  19. Yuque MCP @wwwwujl/yuque-mcpYuque MCP server with safe read/write tools for groups, group members, repositories, docs, and TOC.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. Suma Memory @sumanaddanki/suma-memoryPersistent memory for Claude Code and Cursor. Stop re-explaining your project every session.12% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  21. Md Md @kedarvartak/md-mdMCP server for md.md - provides team knowledge context to AI assistants4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  22. Enterprise Internal Knowledge Base: Production-Ready RAG + MCP @kimsb2429/internal-knowledge-baseProduction-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
  23. PmWiki @kcofoni/pmwiki-mcpMCP server for searching and reading PmWiki pages with text queries and group filtering.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.
  24. ModusOp @jwwd-repos/modusop-mcpMCP server for ModusOp — projects, tasks, time tracking, and retainers for AI assistants.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.