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Knowledge Graph Memory Server

Knowledge Graph Memory Server

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    Related Servers

    • Knowledge Graph Memory Server

      RMRanjit
      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.
      299,999 npm
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    • Loc Knowledge Graph Memory

      Myangsun
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables Claude to remember information about users across conversations by storing and retrieving data as entities, relations, and observations in a persistent local knowledge graph.
      299,999 npm
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    • Fuzzy Memory MCP Server

      flrngel
      A
      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
      MIT

    • claude-memory-graph

      Aditya-20121
      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.
      1
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    TDQS

    A3.5/5.0

    Scored across 9 tools

    Disambiguation4/5

    Each tool targets a distinct operation on a distinct object type (entities, relations, observations), and descriptions actively disambiguate (create_entities points to add_observations for existing entities). The only mild overlap is among the retrieval trio read_graph/search_nodes/open_nodes, though their query-vs-names-vs-full-graph semantics differ.

    Naming Consistency4/5

    Names consistently use snake_case verb_noun form (create_entities, delete_relations, search_nodes, open_nodes). The only minor deviation is mixing 'create_' for entities/relations with 'add_' for observations, which is a small vocabulary inconsistency rather than a structural one.

    Tool Count5/5

    Nine tools is well-scoped for a knowledge graph memory server, covering create/read/delete/search across the three graph primitives without redundancy. Each tool earns its place.

    Completeness4/5

    The surface covers creation, retrieval, deletion, and search for entities, relations, and observations. The main gap is the absence of true update operations (e.g. renaming an entity or editing an observation), which is only partially mitigated by delete-and-recreate or add_observations.

    Maintenance

    ActivityActive
    ResponsivenessSyncing

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