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mishan

ac-race-engineer

by mishan
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Python
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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

    A3.7/5.0

    Scored across 14 tools

    Disambiguation5/5

    Each tool targets a distinct function: recording control, live data, session/lap listing, lap analysis, driver notes/messages, and setup management. No two tools overlap in purpose, making it easy for an agent to select the correct one.

    Naming Consistency4/5

    Most tools follow a verb_noun pattern (start_recording, list_sessions, write_setup), but a few like recording_status, live_snapshot, and bridge_status deviate. This minor inconsistency does not hinder readability.

    Tool Count5/5

    With 14 tools, the server is well-scoped for a race engineer domain. Each tool covers a necessary operation without redundancy or unnecessary bloat, fitting the expected complexity.

    Completeness4/5

    The tool surface covers recording, analysis, communication, and setup management. Minor gaps exist (e.g., no tool to delete sessions or view raw telemetry), but the core workflow for a race engineer is fully supported.

    Maintenance

    ActivityActive
    ResponsivenessNo issues

    Resources