AI memory MCP servers

A server here gives an AI assistant long-term memory of past conversations, facts or preferences.

Not here: note taking apps and team wikis.

1,223servers
428 remote795 localTagged by Odel's AI, which can make mistakes

Best fit

1,004 made for this, ranked by starsRemoteLocal
  1. Althea MCP @tiptreesystems/althea-mcpConnect coding agents to your Althea and, through her, a consent-first network of ML researchers.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  2. Gnosem @gnosem/gnosemCross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  3. Atlaso MCP @atlaso/mcpAI memory layer — one shared, persistent memory across every AI tool you connect.16% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  4. AiAkiv Memory @aiakiv/memoryShared long-term memory for AI agents: save and recall context as a searchable knowledge graph.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  5. Kit Memory Demo @peteratpondo/kit-memory-demoContinuity for agents: a live memory you can read and cite right now, outliving the context window.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  6. Memshelf @ignatenkofi/memshelf-mcpWorking memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  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. Tacitus @ionasrobert/tacitus-mcp-serverLong-term memory for AI agents: local-first PKM with provenance and hybrid search.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  9. 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.
  10. Investbrain @mangofolio/investbrainInvestment discipline MCP server with RAG, behavior detection, journaling, and market data.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.
  11. Wuniq KE (Knowledge Engine) @wuniq/wuniqThe structured memory layer your AI is missing. Requires the free Wuniq desktop app.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  12. Memory @ai-know/memoryChinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  13. Panella @panellatech/panellaGoverned, self-hosted memory for AI agents: writes queue until a named person approves.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  14. Conventions MCP @fedgeno/conventions-mcpMemory for coding conventions and standing instructions that persists across sessions.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  15. Heartwood Memory — governed memory for AI agents @jermayne36/heartwood-memoryHeartwood Memory — governed AI agent memory; signed provenance. BUSL-1.1; not OSI open source.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  16. AI Agent Memory @xiangzi1126/ai-agent-memory-mcpAgent-agnostic persistent memory MCP server. Local-first: memories travel with your project.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  17. PLwC - Personality Layer with Conscience @mhoedt-ai/plwc-gatewayGoverned local MCP gateway for workspace, sandbox, document and profile operations.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.
  18. Pensieve @praveen-ilangovan/pensieveManually-triggered, self-organising personal memory for AI agents; SQLite, no vector DB.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  19. 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.
  20. Kireo @wang1051992187/kireoLong-term memory for Claude Code, Cursor and any MCP client, with a searchable web dashboard.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  21. Tempreon — Personal AI Memory @tempreon/tempreonPerson-owned AI memory that learns, not just stores — portable context for any MCP client.10% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  22. Dayze — Life Context @dayze/life-contextLife context for agents: get_context_pack + public notable packs. x402 + OAuth.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  23. Mnema @zimac/mnemaLocal-first, formally verified memory for AI agents: consult/learn/related/list over MCP.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.
  24. Context Autopilot @chiragbachani/context-autopilotMines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.