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. skillmem @liza-studio/skillmemSkill memory for coding agents: learn, recall, reinforce, decay. Local SQLite, no API key.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.8 GitHub stars.
  2. remem-mcp — Local-first MCP Memory + CodeGraph + Wiki @tinhien11/remem-mcpLocal-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.8 GitHub stars.
  3. Crbro Memory @octonove/crbro-memoryPersistent file-based memory for AI agents: inspectable, versionable, fully local.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.8 GitHub stars.
  4. TinyContext @tinysuitehq/tinycontextToken-light local memory with SQLite hybrid retrieval for MCP agents.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.8 GitHub stars.
  5. CPersona @cloto-dev/cpersonaPersistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.8 GitHub stars.
  6. Kortexio Memory @kortexio/memoryHosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.8 GitHub stars.
  7. inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail @dancenitra/inspeximusSelf-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.8 GitHub stars.
  8. Mnemo @dancenitra/mnemoSelf-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.8 GitHub stars.
  9. kg @nnar1o/kg-mcpLocal knowledge graph memory MCP server for AI assistants.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.8 GitHub stars.
  10. Wikimoth @juliangeymonat-jpg/wikimothDeterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.8 GitHub stars.
  11. Recall @recallworks/recallOpen-source MCP memory server. Persistent, searchable, tiered memory across sessions.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.8 GitHub stars.
  12. Dakera @dakera-ai/dakera-mcpAgent memory engine — 102 MCP tools, self-hosted, single Rust binary5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.8 GitHub stars.
  13. Palace @ancientice/palace-rsLocal-first memory for coding agents — MCP server, single SQLite file, local embeddings4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.8 GitHub stars.
  14. Sdk @mnemopay/sdkMemory + wallet for AI agents. Real payment rails, Agent FICO 300-850, Merkle audit, identity.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.8 GitHub stars.
  15. Artel @nicolasprimeau/artelSelf-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.8 GitHub stars.
  16. Open Brain @bobby-cell-commits/open-brainGraph-structured MCP memory server. 37.2% LongMemEval. Auto dedup, themes, decay, synthesis.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.8 GitHub stars.
  17. yt-mem-ai @dasein108/yt-mem-aiLocal YouTube memory: transcribe, embed and search videos, with summaries and highlights.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.7 GitHub stars.
  18. Sovseal Memory @bobybarack/sovseal-memoryLocal-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  19. GCTRL @gctrl-tech/gctrlGoverned graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  20. KIAgent @localkiagent/kiagentYour mail, chats and documents indexed into a local SQLite corpus, served to AI clients over MCP.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.7 GitHub stars.
  21. Agent Memory OS @yamantaka520/agent-memory-osLocal-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.7 GitHub stars.
  22. Myco Brain @thegoodguysla/myco-brainSelf-hosted, source-traceable memory layer and MCP server for AI agents, on your own Postgres.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  23. Engram @spectra-g/engramMCP adapter for Engram - organizational memory for AI agents5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.7 GitHub stars.
  24. Live Memory @shofer-dev/live-memoryPersistent, read-only codebase memory for Claude Code; ask it instead of re-reading files.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.7 GitHub stars.