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AirLabs MCP Server

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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

    A4.4/5.0

    Scored across 12 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: airport code search, live schedules, airline info, aircraft lookup, delay monitoring, route timetables, etc. Descriptions preemptively clarify overlaps (e.g., get_airport_schedule vs. find_routes vs. monitor_delays), ensuring agents can reliably select the correct tool.

    Naming Consistency3/5

    Tool names mix patterns: get_ prefixed info tools (get_airline_info), find_ verbs (find_routes), lookup_, monitor_, search_, track_. While all are descriptive, the lack of a single consistent convention (e.g., verb_noun) adds slight ambiguity, especially between get_airport_schedule and get_flight_status.

    Tool Count5/5

    With 12 tools, the set is well-scoped for an aviation data server. Each tool addresses a distinct core function (resolving codes, live flight data, aircraft details, delays, routes) without redundancy or bloat. The count feels appropriate for the domain's complexity.

    Completeness5/5

    The tool set covers a comprehensive range of aviation information needs: airport/airline details, code resolution, live schedules, route planning, delay monitoring, flight status, aircraft lookup, and live tracking. No obvious gaps exist—the surface enables agents to answer most common queries about flights, airports, airlines, and aircraft.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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