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Related Servers

Alternatives to human-memory

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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      Provides AI assistants with a persistent knowledge graph and experience memory, featuring context-aware routing, progressive disclosure, decay-based forgetting, and automatic promotion of important knowledge. It offers 22 MCP tools for storing, recalling, connecting, and querying knowledge, experiences, preferences, and ideas.
      13
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables AI assistants to have persistent long-term memory by automatically storing and retrieving important information via MCP tools.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to store and semantically retrieve durable memories across sessions via MCP or REST, with tools for remembering, recalling, asking, updating, and forgetting memories.
      4 npm
      MIT
    • A
      license
      A
      quality
      A
      maintenance
      Provides external memory for AI assistants, storing facts, decisions, roles, and history outside the context window and retrieving relevant memories via MCP tools.
      13
      64 npm
      2
      MIT

    TDQS

    B3.4/5.0

    Scored across 14 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: recall vs. list vs. stats, remember vs. update, and delete vs. sleep are well separated by their descriptions. The slight overlap between memory_wake and memory_pin (both framed as manual rescue) and between memory_delete soft delete and memory_sleep is manageable but not perfectly crisp.

    Naming Consistency5/5

    Every tool uses the same memory_ prefix followed by a concise snake_case action or concept name. The pattern is predictable across all 14 tools, with no mixed casing or inconsistent verb style.

    Tool Count5/5

    Fourteen tools is well within the ideal 3–15 range for a memory-management server. Each tool covers a specific lifecycle or diagnostic operation, and none appears redundant or trivial.

    Completeness4/5

    The surface covers creation, recall, listing, update, soft/hard delete, dormancy, pinning, aliasing, diagnostics, mood tracking, and export. The main minor gap is the absence of a corresponding memory_import tool to restore exported backups, but otherwise the lifecycle is well covered.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues