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Ranked · memory

Best Memory & RAG MCP servers.

580 active servers indexed in this category. Ranked by MCP Quality Score. Updates daily.

  1. #01
    Fodda Knowledge Graphs

    Expert-curated knowledge, brand, research & earnings intelligence — 31 tools, 220+ graphs.

    100/100
  2. #02
    Achriom

    The media memory layer for AI agents and their humans. Books, movies, music, shows, and anime.

    100/100
  3. #03
    Memorix

    Local-first persistent project memory for AI coding agents across MCP clients and sessions.

    100/100
  4. #04
    coldstart

    Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.

    100/100
  5. #05
    emem, the verifiable memory protocol for the physical world

    Shared, verifiable memory for AI agents and robots: signed tokens that resolve and verify offline.

    100/100
  6. #06
    Tabula

    Cross-AI personal memory. Save once in ChatGPT, recall in Claude, Mistral, Grok, or any MCP client.

    100/100
  7. #07
    IBM Granite via x402

    x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

    100/100
  8. #08
    IBM Granite x402 Remote

    Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

    99/100
  9. #09
    AI Readiness Kit

    Generate 18 AI readiness files (llms.txt, ai.txt, RAG indexes, schema) for any website.

    99/100
  10. #10
    Amber

    Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.

    97/100
  11. #11
    Kawa Code

    Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.

    95/100
  12. #12
    Kumbuka

    Governed, auditable knowledge your team curates for its AI assistants, self-hostable

    95/100
  13. #13
    Synchronex

    Connect any AI agent to your Synchronex workspace — portable memory, decisions, and workers.

    95/100
  14. #14
    Chiplab

    Run, build, and validate firmware on virtual hardware from your AI agent. Hardware knowledge corpus.

    95/100
  15. #15
    Dayze — Life in Days + Notable People

    People + life-in-days knowledge for AI agents. Public MCP; x402 on Base; OAuth for private tools.

    95/100
  16. #16
    Tempreon — Personal AI Memory

    Person-owned, portable AI memory as a remote MCP server, readable and writable by any MCP client.

    95/100
  17. #17
    Wuniq KE (Knowledge Engine)

    The structured memory layer your AI is missing. Requires the free Wuniq desktop app.

    95/100
  18. #18
    agenttool

    Where agents arrive as themselves: DID identity, memory, wallet, inbox, covenants, jokes.

    95/100
  19. #19
    Gnosem

    Cross-vendor AI memory over MCP. One semantic store, readable and writeable from every MCP client.

    95/100
  20. #20
    ContextStream

    Persistent memory and cross-session learning for AI coding assistants (hosted remote MCP).

    95/100
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