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Knowledge Graph Memory Server

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    Related Servers

    • A
      license
      Not graded
      quality
      D
      maintenance
      Provides persistent memory for Claude by implementing a local knowledge graph to store and retrieve entities, relations, and observations. This enables long-term information retention and personalization across different chat sessions.
      207,413 npm
      -
    • F
      license
      A
      quality
      D
      maintenance
      Enables Claude to maintain persistent memory across conversations using a local knowledge graph with fuzzy search capabilities, allowing it to remember and recall information about users, relationships, and context.
      9
      -
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables Claude to recall and query past conversations through a local knowledge graph and vector index, with tools for searching memory, retrieving related entities, and adding new memories.
      -

    TDQS

    A3.6/5.0

    Scored across 9 tools

    Disambiguation5/5

    Each tool targets a distinct resource and action: entities, relations, or observations with create/delete/add operations, plus read, search, and open for retrieval. The descriptions clarify boundary cases, such as create_entities skipping existing entities and add_observations handling existing entities.

    Naming Consistency5/5

    All names use consistent snake_case with a clear verb_noun pattern: delete_entities, create_relations, add_observations, read_graph, search_nodes, open_nodes. The few variations (add vs create) are semantically appropriate and do not break consistency.

    Tool Count5/5

    Nine tools is well-scoped for a knowledge graph memory server, covering the essential create, delete, and retrieval operations without redundancy. Every tool appears to earn its place.

    Completeness4/5

    The surface covers entity, relation, and observation creation/deletion plus graph read, node search, and node opening. Minor gaps exist, such as no direct update or rename operation, but these can be worked around by deleting and recreating entities or relations.

    Maintenance

    ActivityActive
    ResponsivenessWithin a week