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foreman

by YashNirwan
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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

    A3.9/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool has a clear, non-overlapping purpose: listing videos, listing alerts, summarizing shifts, listing rejected detections, semantic search, explaining alert evidence, and exposing the taxonomy. There is no ambiguity about which tool to use for a given task.

    Naming Consistency4/5

    Most tools follow a verb_noun pattern (list_processed_videos, list_alerts, list_rejected_detections, search_timeline, explain_alert), but shift_summary and hazard_taxonomy break the pattern by leading with a noun. The deviation is minor and the naming remains readable.

    Tool Count5/5

    Seven tools is well-scoped for a video safety analysis and auditing system. Each tool covers a distinct query or audit function without redundancy, and the count is neither too thin nor too heavy.

    Completeness4/5

    The surface covers the core workflows: enumerating videos, querying alerts, auditing rejections, searching footage, and understanding alerts. A minor gap is the lack of a dedicated get_video detail tool, but list_processed_videos provides sufficient access for most use cases.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

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