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: Agent-Native Brain@builderio/agent-native-brainCited company knowledge from Slack, meetings, transcripts, and decisions5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.7,121 GitHub stars.
  2. Number 2: Vexa@vexa/vexaMeeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, speakers labelled.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.2,869 GitHub stars.
  3. Number 3: Atlassian Rovo MCP Server@atlassian/atlassian-mcp-serverConnect to Atlassian Jira, Confluence, Loom, and more to search, create, and manage your work.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1,089 GitHub stars.

Best fit

339 made for this, ranked by starsRemoteLocal
  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. 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. Packmind MCP @packmind/mcp-serverPackmind captures, scales, and enforces your organization's technical decisions.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.317 GitHub stars.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. Lobu @lobu-ai/lobuShared, permission-aware company context for AI agents, with provenance, approvals and audit.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.225 GitHub stars.
  9. 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.
  10. 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.
  11. 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.
  12. DocsMint @hiai-gg/docsmintCloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.118 GitHub stars.
  13. 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.
  14. Hexis @bevel-software/hexisGit-backed platform for skills, tools, and context for AI agents5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.94 GitHub stars.
  15. 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.
  16. 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.
  17. Remnus @ranork/remnusMCP-native open-source Notion alternative: read & write pages, databases and kanban boards.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.74 GitHub stars.
  18. Tela @zcag/telaSelf-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.73 GitHub stars.
  19. 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.
  20. 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.
  21. 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.

Also touches on Team knowledge base

315 where it is one part of a bigger job