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Cerebro MCP

by Synvoya
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    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 30 tools

    Disambiguation3/5

    Several tools overlap in purpose, such as quick_task vs execute_task vs delegate_to_agent, and the multiple status/health tools (get_status, get_agent_status, get_context_health) could cause misselection. Descriptions help distinguish them, but the boundaries are not always clear.

    Naming Consistency5/5

    All 30 tools follow a consistent verb_noun snake_case pattern (e.g., create_session, list_agents, run_build). The pattern is uniform and predictable, making it easy to infer functionality from names.

    Tool Count2/5

    At 30 tools, this server feels overloaded for its domain. Several tools could be consolidated (e.g., quick_task overlaps with execute_task), and the count exceeds the 25-tool threshold that indicates too many tools.

    Completeness4/5

    The tool set covers session lifecycle, agent CRUD, task execution, project operations, image handling, and configuration well. Minor gaps exist (e.g., no explicit session update), but core workflows are supported without dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources