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
By GitHub stars, at most two per publisher
  1. Number 1: Anytype@anyproto/anytype-mcpOfficial MCP server for Anytype API - your encrypted, local and collaborative wiki.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.531 GitHub stars.
  2. Number 2: Beever Atlas@beever-ai/beever-atlasOpen-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.449 GitHub stars.
  3. Number 3: AsDecided@asdecided/coreRead-only access to deterministic engineering decisions stored in a local repository.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.296 GitHub stars.

Best fit

339 made for this, ranked by starsRemoteLocal
  1. Cognitive Ai Memory @sachitrafa/cognitive-ai-memoryEbbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.270 GitHub stars.
  2. YourMemory @sachitrafa/yourmemoryPersistent memory for AI agents. Memories decay with time and strengthen on recall.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.270 GitHub stars.
  3. Yuque @yuque/yuque-mcpMCP server for Yuque — expose your knowledge base to AI assistants.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.248 GitHub stars.
  4. Glean Remote MCP Server @glean/mcpRemote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.165 GitHub stars.
  5. Akb @dnotitia/akbGit-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.162 GitHub stars.
  6. Outline MCP Server @vortiago/mcp-outlineConnect AI assistants to Outline for document search, reading, and management5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.156 GitHub stars.
  7. Atlassian Dc Confluence @b1ff/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.103 GitHub stars.
  8. Robrain @adelinamart/robrainSelf-hosted decision memory for AI coding agents; warns before re-proposing a rejected approach.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.82 GitHub stars.
  9. Vouch @vouchdev/vouchGit-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.82 GitHub stars.
  10. Oxynote @oxynote/oxynoteSelf-hosted team docs with live Prometheus charts. Read, write and query your docs over MCP.Not assessed yet.Runs on your machine, installed from a package registry.65 GitHub stars.
  11. ZettelForge @rolandpg/zettelforgeAgentic memory for cyber threat intelligence. STIX graphs, actor aliasing, offline RAG, Sigma/YARA.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.65 GitHub stars.
  12. esa @esaio/esaOfficial MCP server for esa.io - a documentation sharing service for teams4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.62 GitHub stars.
  13. Hudu MCP @servosity/hudu-mcpEvery Hudu cmdlet, plus an offline SQLite mirror, cross-entity audits, and agent-native output no9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.47 GitHub stars.
  14. Alive Analysis @with-geun/alive-analysisQuery alive-analysis history from any AI client. Tools: list, get, search, dashboard export.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.41 GitHub stars.
  15. Inite Brain @inite-ai/inite-brain-serviceOpen-source bitemporal memory layer for LLM agents — knowledge graph with conflict resolution.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.41 GitHub stars.
  16. Kage @kage-core/kageVerified memory for coding agents: claims cited against code, stale withheld, savings receipts.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.40 GitHub stars.
  17. Cartographer @beppetemp/cartographerGovernance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.37 GitHub stars.
  18. Bhived MCP @artkeyai/bhived-mcpShared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.35 GitHub stars.
  19. Notion @mcparmory/notionCreate, update, and manage pages, databases, and workspace users6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.32 GitHub stars.
  20. Atlassian Confluence @mcparmory/atlassian-confluenceCreate, manage, and search Confluence pages, attachments, and content with full automation support7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.32 GitHub stars.
  21. Graqle @graqle/graqleDev intelligence layer: 7 MCP tools for graph-powered codebase reasoning.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.32 GitHub stars.

Also touches on Team knowledge base

171 where it is one part of a bigger job