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.

1,225servers
428 remote797 localTagged by Odel's AI, which can make mistakes

Best fit

1,005 made for this, ranked by starsRemoteLocal
  1. Vulcanus @sunsatosolutions/vulcanusA validated Markdown memory vault your coding agent can recall, project by project.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  2. Tdai Memory @tinhien11/tdai-memory-mcpLocal-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  3. mail-index @unsoldgroup/mail-indexLocal-first, read-only MCP server for recall over your Gmail: search, contacts, threads, digests.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  4. On Board @swisspra/on-boardCross-platform shared memory and ticket coordination for AI agents across MCP clients.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  5. Memorykit @rapozoantonio/memorykitCognitive memory for AI coding assistants — persistent memory across sessions5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  6. Tilde @topskychen/tildeYour AI agents' home directory — privacy-first MCP server for portable AI identity.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  7. Memory Lite @thuupx/memory-mcp-liteA lightweight, structured, token-efficient local-first MCP memory server4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  8. Mindmap @ravi-labs/mindmap-mcp-serverLocal-first memory & context-handoff across AI tools — capture in one, resume in another. No cloud.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  9. Json @nowledge-co/server-jsonA server that provides MCPB package functionality for Nowledge Mem7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  10. Veto @jigyasudham/veto93 agentic MCP tools + 49 specialist agents for every major AI CLI. Self-learning, no API keys.12% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  11. EchoVault Memory @go-ports/echovaultLocal-first memory for coding agents; stores decisions, bugs, and context across sessions.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.4 GitHub stars.
  12. vardoger @dstrupl/vardogerPersonalize AI coding assistants by analyzing local conversation history. Runs on your machine.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  13. Archetypal AI @archetypal-ai/archetypal-aiPersistent memory for AI agents. recall, remember, checkpoint — soul preservation.16% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  14. Lore Context @lore-context/lore-context-mcpGoverned AI-agent memory, Evidence Ledger traces, evals, and portable context tools.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  15. Copilot Memory MCP @labforgedev/copilot-memory-mcpPersistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.4 GitHub stars.
  16. MemoGraph @indhar01/memographGraph-based memory system for LLMs with knowledge graphs and semantic search.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  17. Neuromcp @adelelo13/neuromcpSemantic memory for AI agents with hybrid search, knowledge graph, and consolidation4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  18. Adaptive Recall @aiappsapi/adaptive-recallAdaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  19. CogZ @balaianu/cogzLocal-first engineering cognition for AI coding agents — persistent memory over your codebase.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.
  20. Al Buddy Memory @flytomoon/al-buddy-memoryGoverned local memory for AI agents: facts are retired, not overwritten, and every call is audited.Not assessed yet.Runs on your machine, installed from npm.3 GitHub stars.
  21. Thread Mind @mahmoud-nb/thread-mindGit-friendly memory for AI coding: a tree of thread summaries with inherited context4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  22. Builderforce Memory @seanhogg/builderforce-memoryToken-saving persistent memory for AI agents: recall durable facts instead of re-reading files.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  23. Magnemo @magnemo/magnemoGoverned memory for AI agents. Memory with receipts. Local, plain files, zero network calls.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  24. gosidian @daniele-chiappa/gosidianSelf-hosted Obsidian-compatible markdown vault with a web UI and a 63-tool MCP server for AI agents4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.