MCP Observatory
6m ago Tracked 26,714 Last 6m ago 24h 1,582
github Python analyzed 3f7fb86

darshjoshi/pitwall

github

Turn Claude into your F1 race engineer — 79 MCP tools for telemetry, strategy, and 75 years of race history

maintainer
darshjoshi
license
MIT
first seen
2026-06-26
last seen
2026-08-02
releases · 30d
1
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 79 tools
transport stdio · streamable-http · http counts 79 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • analyze_brake_points
  • analyze_drs_usage
  • analyze_lap_consistency
  • analyze_long_run_pace
  • analyze_rpm_data
  • analyze_starting_tires
  • compare_grid_to_finish
  • compare_sector_times
  • compare_strategies
  • compare_tire_age_performance
  • compare_tire_compounds
  • detect_overtakes
  • get_championship_standings
  • get_circuit_info
  • get_constructor_standings
  • get_deleted_laps
  • get_dnf_list
  • get_driver_comparison
  • get_driver_info
  • get_driver_standings
  • get_driver_tyre_detail
  • get_fastest_lap_data
  • get_fastest_pit_stops
  • get_fastest_sectors
  • get_gap_to_leader
  • get_historical_results
  • get_lap_times
  • get_lap_times_fastf1
  • get_live_best_sectors
  • get_live_gps_positions
  • get_live_lap_times
  • get_live_mini_sectors
  • get_live_pit_activity
  • get_live_positions
  • get_live_race_control
  • get_live_sector_times
  • get_live_session_clock
  • get_live_session_status
  • get_live_speed_comparison
  • get_live_speed_trap
  • get_live_stint_history
  • get_live_telemetry
  • get_live_time_gaps
  • get_live_track_status_history
  • get_live_tyres
  • get_live_weather
  • get_penalties
  • get_personal_best_laps
  • get_pit_stop_detail
  • get_pit_stops
  • get_position_changes
  • get_qualifying_progression
  • get_race_control
  • get_race_control_messages
  • get_race_info
  • get_race_results
  • get_race_winners_history
  • get_schedule
  • get_session_info
  • get_session_summary
  • get_speed_trap_comparison
  • get_speed_traps
  • get_sprint_results
  • get_standings
  • get_stint_analysis
  • get_team_laps
  • get_telemetry
  • get_track_record
  • get_track_status
  • get_tyre_strategy
  • get_weather
  • get_weather_data
  • list_races
  • list_seasons
  • plot_driver_telemetry_comparison
  • plot_gear_shifts
  • plot_multi_telemetry_comparison
  • plot_telemetry_comparison
  • team_head_to_head
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 3f7fb86 · analyzer v28 · 1d ago

skills & prompt files 2

code evidence vv1.1.0 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 8

filesystem 1

  • fs darshjoshi-pitwall-3f7fb86/auth_setup.py :14 from pathlib import Path

network 2

  • net darshjoshi-pitwall-3f7fb86/pitwall.py :26 import requests
  • net darshjoshi-pitwall-3f7fb86/signalr_client.py :28 import aiohttp

tool registrations 79

  • list_seasons darshjoshi-pitwall-3f7fb86/pitwall.py :217
  • list_races darshjoshi-pitwall-3f7fb86/pitwall.py :233
  • get_race_info darshjoshi-pitwall-3f7fb86/pitwall.py :253
  • get_standings darshjoshi-pitwall-3f7fb86/pitwall.py :281
  • get_lap_times darshjoshi-pitwall-3f7fb86/pitwall.py :325
  • get_telemetry darshjoshi-pitwall-3f7fb86/pitwall.py :398
  • get_tyre_strategy darshjoshi-pitwall-3f7fb86/pitwall.py :518
  • get_pit_stops darshjoshi-pitwall-3f7fb86/pitwall.py :549
  • get_race_control darshjoshi-pitwall-3f7fb86/pitwall.py :592
  • get_weather darshjoshi-pitwall-3f7fb86/pitwall.py :623
  • get_speed_traps darshjoshi-pitwall-3f7fb86/pitwall.py :647
  • get_driver_comparison darshjoshi-pitwall-3f7fb86/pitwall.py :686
  • get_historical_results darshjoshi-pitwall-3f7fb86/pitwall.py :745
  • get_championship_standings darshjoshi-pitwall-3f7fb86/pitwall.py :796
  • get_schedule darshjoshi-pitwall-3f7fb86/pitwall.py :922
  • get_session_info darshjoshi-pitwall-3f7fb86/pitwall.py :932
  • get_race_results darshjoshi-pitwall-3f7fb86/pitwall.py :945
  • get_fastest_lap_data darshjoshi-pitwall-3f7fb86/pitwall.py :956
  • plot_telemetry_comparison darshjoshi-pitwall-3f7fb86/pitwall.py :983
  • plot_multi_telemetry_comparison darshjoshi-pitwall-3f7fb86/pitwall.py :1030
  • plot_driver_telemetry_comparison darshjoshi-pitwall-3f7fb86/pitwall.py :1107
  • plot_gear_shifts darshjoshi-pitwall-3f7fb86/pitwall.py :1193
  • get_weather_data darshjoshi-pitwall-3f7fb86/pitwall.py :1257
  • get_circuit_info darshjoshi-pitwall-3f7fb86/pitwall.py :1275
  • get_driver_tyre_detail darshjoshi-pitwall-3f7fb86/pitwall.py :1292
  • get_pit_stop_detail darshjoshi-pitwall-3f7fb86/pitwall.py :1314
  • get_driver_standings darshjoshi-pitwall-3f7fb86/pitwall.py :1397
  • get_constructor_standings darshjoshi-pitwall-3f7fb86/pitwall.py :1426
  • get_sprint_results darshjoshi-pitwall-3f7fb86/pitwall.py :1458
  • compare_sector_times darshjoshi-pitwall-3f7fb86/pitwall.py :1474
  • get_lap_times_fastf1 darshjoshi-pitwall-3f7fb86/pitwall.py :1509
  • get_deleted_laps darshjoshi-pitwall-3f7fb86/pitwall.py :1534
  • get_position_changes darshjoshi-pitwall-3f7fb86/pitwall.py :1562
  • get_track_status darshjoshi-pitwall-3f7fb86/pitwall.py :1595
  • get_race_control_messages darshjoshi-pitwall-3f7fb86/pitwall.py :1627
  • get_driver_info darshjoshi-pitwall-3f7fb86/pitwall.py :1655
  • get_team_laps darshjoshi-pitwall-3f7fb86/pitwall.py :1692
  • get_speed_trap_comparison darshjoshi-pitwall-3f7fb86/pitwall.py :1723
  • analyze_drs_usage darshjoshi-pitwall-3f7fb86/pitwall.py :1754
  • compare_tire_compounds darshjoshi-pitwall-3f7fb86/pitwall.py :1800
  • get_stint_analysis darshjoshi-pitwall-3f7fb86/pitwall.py :1828
  • get_dnf_list darshjoshi-pitwall-3f7fb86/pitwall.py :1862
  • get_fastest_sectors darshjoshi-pitwall-3f7fb86/pitwall.py :1896
  • compare_grid_to_finish darshjoshi-pitwall-3f7fb86/pitwall.py :1941
  • get_qualifying_progression darshjoshi-pitwall-3f7fb86/pitwall.py :1976
  • analyze_lap_consistency darshjoshi-pitwall-3f7fb86/pitwall.py :2021
  • analyze_brake_points darshjoshi-pitwall-3f7fb86/pitwall.py :2056
  • analyze_rpm_data darshjoshi-pitwall-3f7fb86/pitwall.py :2091
  • get_fastest_pit_stops darshjoshi-pitwall-3f7fb86/pitwall.py :2120
  • compare_tire_age_performance darshjoshi-pitwall-3f7fb86/pitwall.py :2177
  • get_penalties darshjoshi-pitwall-3f7fb86/pitwall.py :2220
  • get_race_winners_history darshjoshi-pitwall-3f7fb86/pitwall.py :2254
  • detect_overtakes darshjoshi-pitwall-3f7fb86/pitwall.py :2305
  • get_gap_to_leader darshjoshi-pitwall-3f7fb86/pitwall.py :2359
  • analyze_long_run_pace darshjoshi-pitwall-3f7fb86/pitwall.py :2390
  • team_head_to_head darshjoshi-pitwall-3f7fb86/pitwall.py :2442
  • get_track_record darshjoshi-pitwall-3f7fb86/pitwall.py :2502
  • get_session_summary darshjoshi-pitwall-3f7fb86/pitwall.py :2553
  • compare_strategies darshjoshi-pitwall-3f7fb86/pitwall.py :2597
  • analyze_starting_tires darshjoshi-pitwall-3f7fb86/pitwall.py :2636
  • get_personal_best_laps darshjoshi-pitwall-3f7fb86/pitwall.py :2669
  • get_live_session_status darshjoshi-pitwall-3f7fb86/pitwall.py :2892
  • get_live_positions darshjoshi-pitwall-3f7fb86/pitwall.py :2901
  • get_live_lap_times darshjoshi-pitwall-3f7fb86/pitwall.py :2909
  • get_live_sector_times darshjoshi-pitwall-3f7fb86/pitwall.py :2917
  • get_live_weather darshjoshi-pitwall-3f7fb86/pitwall.py :2925
  • get_live_tyres darshjoshi-pitwall-3f7fb86/pitwall.py :2957
  • get_live_race_control darshjoshi-pitwall-3f7fb86/pitwall.py :2983
  • get_live_speed_trap darshjoshi-pitwall-3f7fb86/pitwall.py :3008
  • get_live_session_clock darshjoshi-pitwall-3f7fb86/pitwall.py :3025
  • get_live_track_status_history darshjoshi-pitwall-3f7fb86/pitwall.py :3051
  • get_live_best_sectors darshjoshi-pitwall-3f7fb86/pitwall.py :3090
  • get_live_speed_comparison darshjoshi-pitwall-3f7fb86/pitwall.py :3128
  • get_live_stint_history darshjoshi-pitwall-3f7fb86/pitwall.py :3159
  • get_live_pit_activity darshjoshi-pitwall-3f7fb86/pitwall.py :3186
  • get_live_time_gaps darshjoshi-pitwall-3f7fb86/pitwall.py :3214
  • get_live_mini_sectors darshjoshi-pitwall-3f7fb86/pitwall.py :3251
  • get_live_telemetry darshjoshi-pitwall-3f7fb86/pitwall.py :3282
  • get_live_gps_positions darshjoshi-pitwall-3f7fb86/pitwall.py :3360

declared dependencies 6

  • mcp@>=1.0.0
  • requests@>=2.28.0
  • fastf1@>=3.0.0
  • matplotlib@>=3.7.0
  • pandas@>=2.0.0
  • numpy@>=1.24.0

perm:untrusted 1

  • untrusted darshjoshi-pitwall-3f7fb86/pitwall.py :776 races = requests.get(url, timeout=10).json().get("MRData", {}).get("RaceTable", {}).get("Races", [])