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getmarrow

Marrow

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by getmarrow
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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

    B3.1/5.0

    Scored across 56 tools

    Disambiguation2/5

    Many tools have overlapping purposes. For example, marrow_orient, marrow_think, marrow_decision_brief, marrow_agent_runtime, and marrow_workflow_gate all provide pre-action guidance and risk assessment. Similarly, multiple tools report value/proof (marrow_value_report, marrow_buyer_proof, marrow_agent_performance, marrow_dashboard), making it challenging to select the correct tool.

    Naming Consistency3/5

    All tools share the 'marrow_' prefix, and many follow a verb_noun pattern (e.g., list_memories, get_memory, update_memory). However, deviations like marrow_orient, marrow_think, marrow_auto, and marrow_buyer_proof break the pattern, creating noticeable inconsistency.

    Tool Count2/5

    With 56 tools, the server is heavily over-scoped. The high count leads to redundancy and visual clutter, making it difficult for agents to discover and choose tools efficiently. A more focused set of 15-20 tools would better serve the platform's purpose.

    Completeness4/5

    The tool set provides broad lifecycle coverage across memories (create/read/update/delete/supersede/export/import), keys (create/rotate/revoke/list/get), handoffs (create/update/status), workflows (register/start/advance/list/get/instances), and policies (create/update/assign/resolve). Minor gaps like workflow cancellation or explicit key update are present but workable.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources