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darshjoshi

Pitwall F1

by darshjoshi
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    • f1-mcp-server

      drivenrajat
      A
      license
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      quality
      C
      maintenance
      Provides comprehensive Formula 1 data and analytics for Claude Desktop, including race results, telemetry, standings, and strategy insights through 36+ tools.
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    • OpenF1 MCP Server

      commitNotFound
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables AI assistants to query real-time and historical Formula 1 data through the OpenF1 API, providing tools for driver info, lap times, telemetry, race events, and more.
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    • fastf1-mcp-server

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      A
      license
      A
      quality
      C
      maintenance
      MCP server for Formula 1 data via the FastF1 library. Ask Claude (or any MCP-compatible client) about race results, lap times, telemetry, standings, pit stops, and qualifying — with historical data back to 1950 via the Ergast API.
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    • mcp-f1analisys

      Maxbleu
      A
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      quality
      D
      maintenance
      Enables Formula 1 data analysis through natural language, providing tools like track dominance, lap time analysis, and team performance comparisons.
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    • F1 MCP Server

      Josh-Mantel
      A
      license
      B
      quality
      D
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      Provides comprehensive Formula 1 data access including race schedules, session results, lap times, telemetry data, driver/constructor standings, and circuit information. Enables users to retrieve and analyze F1 racing data through natural language queries using the FastF1 Python package.
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    • MCP Server F1Data

      Maxbleu
      A
      license
      Not graded
      quality
      D
      maintenance
      Enables interaction with Formula 1 data through LLM interfaces like Claude. Provides access to F1 information including circuits, constructors, drivers, grand prix, manufacturers, races, and seasons.
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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

    C2.7/5.0

    Scored across 77 tools

    Disambiguation2/5

    Massive overlap across near-duplicate tools: get_standings/get_race_results/get_historical_results, get_weather/get_weather_data/get_live_weather, get_race_control/get_race_control_messages/get_track_status, and get_lap_times/get_lap_times_fastf1/get_live_lap_times are hard to tell apart. The live_ vs historical split helps somewhat, but dozens of pairs have blurred boundaries that will cause misselection.

    Naming Consistency4/5

    Nearly all tools follow a predictable snake_case verb_noun pattern (get_*, list_*, analyze_*, compare_*, plot_*). Minor deviations like team_head_to_head break the pattern, but the overall convention is strong and readable.

    Tool Count1/5

    77 tools is far beyond reasonable scope and is an extreme mismatch, especially given how many are redundant variants of the same operation. The surface should be consolidated to a fraction of this size.

    Completeness4/5

    The F1 domain is covered broadly: sessions, results, standings, telemetry, tyre strategy, pit stops, weather, live feeds, and historical data. Gaps are minor; the problem is duplication rather than missing capability.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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