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. wisdomGraph @cklam12345/wisdomgraphNeo4j-native DIKW memory for Claude Code — knowledge that compounds across sessions8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  2. Afterpaths @burnssa/afterpathsSession memory for AI coding agents. Search past sessions, extract rules, and track what works.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  3. Memocall @baodq06/memocallRecall past Claude Code conversations from any project as clean, compact Markdown.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  4. Contextforge @alfredoizdev/contextforge-mcpPersistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  5. aide-memory @aide-memory/aide-memoryPersistent memory layer for AI coding agents — your agent remembers what you taught it.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  6. Memory Graph @yonasvalentin/mcp-memory-graphLocal-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  7. SuperMemory @yashvanthange/supermemoryMCP-first agent learning: capture failures, validate lessons, retrieve context, improve.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  8. SAIHM @saihm-admin/saihm-mcpMCP standards client for your own custodial SAIHM operator. Free start: @saihm/mcp-server-pro8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  9. NodeDex @nodedex/nodedexYour project's decision history for agents: decisions, dead-ends, constraints - queryable, local.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  10. projectmind @nodemint-dev/projectmindPersistent project memory for AI coding agents: one compact digest instead of re-reading the repo.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  11. Claude Memory Manager @nyxtoolsdev/claude-memory-managerCross-session memory for Claude Code — context capture, semantic search, recall4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  12. Engram Cc @morous-dev/engram-ccUniversal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  13. Memori @memorilabs/memori-mcpMemori MCP server — persistent AI memory with recall and augmentation tools6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  14. fish-bridge — Session Knowledge Graph @makeamouse/fish-bridge-mcpCompresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  15. Chronicle @leviathan0x0/chronicle-mcpLocal MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  16. mcp-memory-rs @dionanos/mcp-memory-rsLocal-first agent memory: versioned JSON categories, BM25 search, per-device ACL, fleet sync.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.2 GitHub stars.
  17. Repomemory @danielguru/repomemoryPersistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  18. MemHeaven — Self-hosted Remote MCP Memory for ChatGPT @nazar256/memheavenSelf-hosted remote MCP memory server for ChatGPT and AI agents.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.2 GitHub stars.
  19. anairyspirit @seventhwalllab/anairyspiritAn AI agent's own long-term memory, on your machine. Needs a one-time: npx anairyspirit setup4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  20. EMET @dreamforgestudiollc/emetPersistent shared memory for AI agents, with verified writes and a transcript tier.Not assessed yet.Runs on your machine, installed from npm.1 GitHub stars.
  21. Mindtrail @rohitdeshmukh-1/mindtrailPersistent, local-first memory for AI coding agents. Remember, recall and forget across sessions.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  22. Graph-MIND @goyohan0611-png/graph-mindLocal-first memory for Claude Code, Codex and Claude Desktop, kept verbatim on your own PC.Not assessed yet.Runs on your machine, installed from PyPI.1 GitHub stars.
  23. AgenticSystemCore @andreibesleaga/agentic-system-coreRead, cite, compose and remember over a Markdown knowledge Bundle, as MCP tools over stdio.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  24. Compound Memory @chinwe/compound-memoryLocal-first shared memory for multiple AI agents that compounds with use; Markdown + git, MCP + CLI.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.