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Alternatives to Memory MCP

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    Related Servers

    • F
      license
      Not graded
      quality
      C
      maintenance
      Provides AI agents with persistent, local cross-session shared memory by combining vector semantic retrieval with knowledge graph relationships, and supports short/long-term memory management and local backups.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to maintain persistent, local memory with retrieval-augmented search, knowledge graphs, and context surfacing, without any cloud dependencies.
      31 npm
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Local-first, multi-user shared memory for AI agents with semantic search, offline support, and team synchronization.
      MIT

    TDQS

    A4.1/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool targets a distinct operation: add, link, search, list, forget, profile, and help. The search vs list distinction is explicitly described as semantic versus metadata browsing, and memory_profile is clearly separated from general knowledge storage.

    Naming Consistency4/5

    All tools share the memory_ prefix, which is highly predictable. Most suffixes are verb-style actions like add, link, search, list, and forget, though profile and help are nouns rather than actions, creating a minor inconsistency.

    Tool Count5/5

    Seven tools is well-scoped for a memory server: core CRUD, linking, browsing, preference storage, and help each have a clear place. There is no apparent redundancy or excessive surface area.

    Completeness4/5

    The core memory lifecycle is covered: add, read/search/list, delete, link, and profile storage. An explicit update operation and an unlink operation are missing, but these can be worked around with forget+add, so they are minor gaps rather than critical dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues