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BlackBox-MCP

by mshanghai570
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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 35 tools

    Disambiguation4/5

    Tools are generally distinct: assistant CRUD, task delegation, memory, provider management all have clear boundaries. Some potential overlap exists between task delegation modes (delegate_task vs parallel_task vs debate_task vs pipeline_task), but descriptions clarify their distinct purposes. The enable/disable_assistant pair could be confused with update_assistant(enabled=...), but not severely.

    Naming Consistency4/5

    Mostly consistent verb_noun pattern (list_assistants, create_assistant, delegate_task, save_memory). A few deviations exist: blackbox_status and blackbox_help use a prefix instead of verb_noun, and agent_handoff is a noun without a clear verb. However, the vast majority follow the expected convention.

    Tool Count3/5

    35 tools is on the heavy side for a single server, though the domain is broad (assistants, tasks, memory, providers, approvals, project scanning). Some functions could be merged (e.g., enable/disable_assistant could be handled by update_assistant), and the task delegation variants might be consolidated. It's borderline but not egregious.

    Completeness5/5

    Coverage is comprehensive: full CRUD for assistants, providers, and memory; task lifecycle includes delegation, listing, retrieval, cancellation, and multiple modes (parallel, review, debate, pipeline); approvals and configuration are included. No obvious gaps for the stated purpose of coordinating AI assistants.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources