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"Techniques and Strategies to Improve Long-Term Memory" matching MCP servers:

  • agent-memory

    bakebakebakebake
    A
    license
    -
    quality
    C
    maintenance
    MCP server for zero-config, traceable long-term memory using SQLite, enabling agents to store, search, trace, and monitor memory with tools like memory_store, memory_search, and memory_health.
    Last updated
    MIT

  • mindcore-memory-mcp

    woshilaohei
    A
    license
    A
    quality
    B
    maintenance
    A production-grade long-term memory MCP server that enables AI agents to persist and recall memories across sessions with importance weighting, confidence calibration, and efficient context window management.
    Last updated
    9
    1
    MIT

  • Docs-to-AI

    dorianmeric
    A
    license
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    quality
    C
    maintenance
    Enables LLMs to query documents using semantic search, supporting PDFs, Word, Excel, and more. Organizes documents by topics from folder structure and provides advanced search features like phrase matching and date filtering.
    Last updated
    1
    MIT

  • xmszm-memory

    xmszm
    A
    license
    -
    quality
    B
    maintenance
    Multi-user, file-backed MCP memory server enabling isolated namespaces and persistent memory across sessions and AI clients.
    Last updated
    33
    MIT

  • MCP Vector Memory

    vertexhub-ai
    A
    license
    -
    quality
    -
    maintenance
    Provides AI coding agents with persistent, long-term memory through local semantic search and SQLite storage. It enables agents to save and retrieve architectural decisions or project context across different conversation sessions without requiring cloud services.
    Last updated

  • OpenAPI to MCP

    EvilFreelancer
    A
    license
    -
    quality
    F
    maintenance
    A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.
    Last updated
    13
    16
    MIT
  • Oceanir Memory by Oceanir

    Oceanir Memoryofficial

    Oceanir
    F
    license
    -
    quality
    D
    maintenance
    Provides persistent long-term memory for AI coding agents by storing entities, relations, and observations across different sessions. It enables users to manage and query structured knowledge like coding preferences, project patterns, and technical solutions via a graph-based storage system.
    Last updated
    1

  • memory-wiki

    FloLey
    F
    license
    -
    quality
    B
    maintenance
    A persistent personal memory system for Claude that accumulates and organizes knowledge over time using plain Markdown in a local git repo, providing tools for reading, searching, and capturing short-term memories.
    Last updated
    1