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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 4 tools

    Disambiguation5/5

    Each tool occupies a distinct slot: list_captures is the index, get_capture is the per-incident detail view, read_file retrieves raw evidence artifacts, and watchlist is live/look-ahead monitoring rather than postmortem inspection. The descriptions make the list→get→read progression and the live-vs-historical split explicit, so an agent should not misfire.

    Naming Consistency4/5

    All four tools share the same 'lastwords_' namespace prefix and snake_case, and three follow a verb_noun shape (get_capture, list_captures, read_file). 'lastwords_watchlist' is a bare noun rather than a verb-led name, the one small deviation in an otherwise predictable pattern.

    Tool Count4/5

    Four tools is on the thin side but each maps to a real step in the OOM/crash investigation workflow, with no filler or redundancy. The server is narrowly scoped to evidence retrieval, so a small surface is defensible rather than deficient.

    Completeness4/5

    The core lifecycle — discover captures, inspect a capture, and read its evidence files — is fully covered, plus a proactive watchlist for imminent OOMs. Minor gaps exist: no filtering/search of captures by workload or time, and no way to prune or manage stored evidence.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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