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ainative-memory-mcp

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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.9/5.0

    Scored across 10 tools

    Disambiguation5/5

    Each tool has a distinct purpose: creating entities, relations, or observations; deleting them; searching via text or semantic similarity; opening nodes; and reading the entire graph. No overlaps.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern (e.g., add_observations, create_entities, delete_relations, search_nodes). No mixing of conventions.

    Tool Count5/5

    10 tools is well-scoped for a knowledge graph agent, covering CRUD and search operations without being overwhelming or sparse.

    Completeness4/5

    The set covers create, read, delete, and search operations, but lacks explicit update tools for entities and relations (only observations can be added/deleted). Minor gap.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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