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TrackLab MCP Ultimate Edition

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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 21 tools

    Disambiguation4/5

    Most tools target distinct analytical functions (e.g., calculate_vdot vs predict_race), but some pairs like get_latest_activity vs list_recent_activities and get_fitness_fatigue_form vs get_training_readiness could be confused. Descriptions generally clarify the differences.

    Naming Consistency3/5

    The majority follow a verb_noun pattern (get_*, calculate_*, analyze_*), but several deviate: provider_status, provider_ping, and training_dashboard are noun-led. This mixed convention is readable but not fully predictable.

    Tool Count4/5

    With 21 tools, the server is at the higher end of the reasonable range for a comprehensive endurance analytics platform. Each tool has a specific purpose, and the count aligns with the 'Ultimate Edition' scope, though it feels slightly heavy.

    Completeness3/5

    The domain of training analytics is well covered with load metrics, threshold analysis, and race planning, but there are notable gaps: no tool to fetch a single activity's detailed stream (only analyze_activity_drift references streams), and no explicit activity detail view. This could force workarounds.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources