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agent-memory-mcp

by lixia3987-netizen
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TypeScript
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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

    B3.4/5.0

    Scored across 27 tools

    Disambiguation5/5

    Each tool targets a distinct resource-action pair: memory, entity, relation, graph, or maintenance operations are clearly separated. Even overlapping capabilities like memory_search, memory_search_hybrid, and memory_at_time are differentiated by lexical vs hybrid vs historical graph query semantics.

    Naming Consistency4/5

    The dominant pattern is resource_action (memory_add, entity_update, relation_search) with clear prefixes for each subsystem. Minor deviations like memory_at_time, memory_maintenance, and memory_search_hybrid break the strict pattern but are still readable and predictable.

    Tool Count2/5

    27 tools is above the comfortable range and will likely overload agents browsing the tool surface. The breadth is understandable for a memory/entity/relation/graph system, but the count still feels heavy for practical agent use.

    Completeness5/5

    The toolset covers the full lifecycle for memories, entities, and relations, including CRUD, search, import/export, maintenance, and graph traversal. Soft deletion, restore, duplicate handling, merging, enrichment, and temporal queries are all present, leaving no obvious dead ends.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources