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mcp-automem

mcp-automem

by verygoodplugins
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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

    A4.3/5.0

    Scored across 6 tools

    Disambiguation4/5

    Each tool targets a distinct operation (store, recall, update, delete, associate, health), and the mode-based descriptions make the boundaries mostly clear. The only real overlap is between store_memory's supersede mode and update_memory — both mutate an existing memory — but the descriptions do enough to steer an agent toward the right one.

    Naming Consistency5/5

    All six tools follow a strict verb_noun snake_case pattern: store_memory, recall_memory, update_memory, delete_memory, associate_memories, check_database_health. No deviations or mixed conventions.

    Tool Count5/5

    Six tools is well-scoped for a memory service: four CRUD ops, one graph-linking op, and one health check. Nothing feels padded or missing at the count level.

    Completeness4/5

    Full memory lifecycle is covered (create, read via three recall modes, update, delete, associate, health), including bulk and supersede paths. The notable gap is that associations, once created, cannot be removed or modified — there is no delete/update_association — so erroneous graph edges are permanent.

    Maintenance

    ActivityMaintained
    ResponsivenessMixed handling

    Resources