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RaceHooks MCP

MCP server that gives AI assistants direct access to RaceHooks motorsport data

Built with Claude Code

by racehooks · from SGSingapore · added Oct 29, 2026
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MCP server for RaceHooks — gives AI assistants (Claude, Cursor, Windsurf) direct access to RaceHooks predictive models and analytics for motorsport — race intelligence delivered to your endpoint.

RaceHooks is an independent service and is not affiliated with or endorsed by Formula One Management or the FIA. "Formula 1," "F1," and related marks are trademarks of Formula One Licensing BV.

What this does

Exposes your RaceHooks account to an AI assistant as 58 tools, 7 resources, and 6 guided prompts. Every call is made with your account's credentials, so what a tool returns depends on your plan (Free, Developer, or Custom). The data tools cover motorsport (including Formula 1).

Tools

Live

Tool What it does Key args Plan
get_live_session Current session state: flag, lap, running order, intervals, tyres, race control messages. Empty when nothing is live. — All (Free gets the latest milestone classification instead of live timing)
list_events Race weekends with session schedules and status. year, upcoming, limit All

Post-race insights

Tool What it does Key args Plan
list_insight_races Races with a completed post-race analytics bundle. season All
get_race_insights Per-driver, per-lap model outputs (pit, safety car, overtake, undercut, tyre health, cliff risk, LTOE, win probability, expected points) plus pit stops, stints, and lap times. raceId All (Free gets tyre state only; strategic predictions need Developer+)
get_model_meta Public model manifest: what each model predicts, model family, calibration tier, last trained. — All
get_session_analytics Per-lap analytics snapshot for a session. sessionId Developer+
get_race_summary Post-race analytics status and aggregate telemetry metrics. raceId All (aggregates need Developer+)

Races

Tool What it does Key args Plan
get_race Race details with results and qualifying grid. raceId All (timing fields need Developer+)
get_race_qualifying Qualifying results. raceId All (Q1/Q2/Q3 times need Developer+)
get_race_pitstops Pit stop records (driver, stop, lap, duration). raceId All
get_race_tyres Tyre stints (compound, lap range, tyre age). raceId All
get_race_weather Lap-by-lap weather. raceId All
get_race_laps Per-lap times and positions. raceId, driverId Developer+
get_event_pace Practice and qualifying pace summary per driver. eventId Developer+

History (drivers, constructors, circuits, seasons)

Tool What it does Key args Plan
list_drivers Drivers, searchable. search, nationality, active, limit, offset All (page size 25 on Free, 100 paid)
get_driver Driver profile with career stats. driverId All
get_driver_results Race-by-race results for a driver. driverId, season All (timing fields need Developer+)
get_driver_standings Championship standings history for a driver. driverId, season All
list_constructors Constructors. lineage, active, limit, offset All
get_constructor Constructor profile with lineage history. constructorId All
get_constructor_results Race-by-race results for a constructor. constructorId, season All (timing fields need Developer+)
get_constructor_standings Championship standings history for a constructor. constructorId, season All
list_circuits Circuits with location. country, limit, offset All
get_circuit Circuit details and analytics. circuitId All
list_seasons Seasons with race counts. — All
get_season_standings Final driver and constructor standings for a season. year All
get_season_races Races in a season. year All

Telemetry

Tool What it does Key args Plan
get_telemetry_laps Per-lap telemetry aggregates (speed, throttle, brake, DRS, aggression). raceId, driverId, lapNumber Developer+
get_telemetry_driver_laps Per-lap telemetry for one driver. raceId, driverId Developer+
get_telemetry_lap_comparison Every driver's telemetry for one lap. raceId, lapNumber Developer+
get_telemetry_race_summary Race-level telemetry summary. raceId Developer+
get_race_telemetry_laps Per-lap telemetry metrics from the race data API. raceId, driverId Developer+
get_race_telemetry_stints Per-stint telemetry and degradation slopes. raceId, driverId Custom
get_race_telemetry_aggression Driver aggression index rankings. raceId Custom

Fantasy

Tool What it does Key args Plan
get_fantasy_scores Estimated F1 Fantasy points per driver with full breakdown. raceId Developer+
get_fantasy_pit_times Pit-stop time leaderboard (stationary time) for a session. sessionId Developer+

Account, usage and webhooks

Tool What it does Key args Plan
list_feeds Feed catalog with the plan each feed requires. limit All
list_webhooks Webhook subscriptions on the account. limit, offset All
get_webhook One webhook by ID. webhookId All
create_webhook Create a webhook; returns the signing secret once. feedId, webhookUrl, webhookMethod, filters All
update_webhook Change URL, method, or filters; pause/resume with active. webhookId, webhookUrl, filters, active All
delete_webhook Delete a webhook. webhookId All
test_webhook Send a test payload now. webhookId All
get_webhook_logs Recent delivery logs. webhookId, limit All
get_webhook_secret Current signing secret. webhookId All
rotate_webhook_secret Rotate the signing secret (old one stops working immediately). webhookId All
get_subscription Tier, plan limits, and usage snapshot. — All
get_usage Deliveries and failures this period, remaining bucket. — All
get_usage_by_feed Deliveries by feed this period. — All
get_usage_latency Delivery latency percentiles by feed. — All
get_usage_hourly Hourly deliveries for the last 24 hours. — All
get_usage_history Delivery history across past periods. — All
get_billing_plan Current plan, limits, usage this period, and billing period dates. — All

Session replay

Tool What it does Key args Plan
list_replay_sessions Recorded sessions that can be replayed. year, type, limit, offset All (Free and Developer: current season only)
get_demo_session The curated demo session to replay. — All
get_replay_quota Replay delivery quota (distinct-session slots) for your tier. — All
prepare_replay Prepare a session's playback artifact. sessionId All
get_replay_status Whether a session's playback artifact is ready. sessionId All

Resources (read-only context)

  • racehooks://feeds — full feed catalog
  • racehooks://live — current live session state
  • racehooks://webhooks — all webhook subscriptions
  • racehooks://usage — current delivery usage
  • racehooks://drivers — current-season driver roster
  • racehooks://circuits — circuits with location
  • racehooks://seasons — seasons with race counts

Prompts (guided workflows)

  • setup_race_event_webhook — create an events.race subscription with filters
  • setup_fantasy_scoring_webhook — create a fantasy-optimised subscription
  • check_account_health — full account health summary
  • analyze_race_strategy — pit strategy, tyre management, and model predictions for one race
  • compare_drivers — two drivers head-to-head across a race
  • explain_ml_predictions — what the models predicted vs what happened in the latest analysed race

Installation

npm install -g @racehooks/mcp

Or run directly with npx:

npx @racehooks/mcp

Get your API credentials at racehooks.io.

Configuration

Two environment variables are required; the server exits on start-up without them:

export RACEHOOKS_CLIENT_ID="your-client-id"
export RACEHOOKS_CLIENT_SECRET="your-client-secret"
# Optional — defaults to https://api.racehooks.io
export RACEHOOKS_BASE_URL="https://api.racehooks.io"

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json:

{
  "mcpServers": {
    "racehooks": {
      "command": "npx",
      "args": ["-y", "@racehooks/mcp"],
      "env": {
        "RACEHOOKS_CLIENT_ID": "your-client-id",
        "RACEHOOKS_CLIENT_SECRET": "your-client-secret"
      }
    }
  }
}

Claude Code

Claude Code does not read MCP servers from .claude/settings.json. Add the server with the CLI:

claude mcp add racehooks \
  -e RACEHOOKS_CLIENT_ID=your-client-id \
  -e RACEHOOKS_CLIENT_SECRET=your-client-secret \
  -- npx -y @racehooks/mcp

Add --scope project to write it to a shared .mcp.json in your project, or --scope user to make it available in every project. To check the file in without committing secrets, reference environment variables in .mcp.json:

{
  "mcpServers": {
    "racehooks": {
      "command": "npx",
      "args": ["-y", "@racehooks/mcp"],
      "env": {
        "RACEHOOKS_CLIENT_ID": "${RACEHOOKS_CLIENT_ID}",
        "RACEHOOKS_CLIENT_SECRET": "${RACEHOOKS_CLIENT_SECRET}"
      }
    }
  }
}

Cursor / Windsurf

Add to your MCP config (.cursor/mcp.json or equivalent):

{
  "mcpServers": {
    "racehooks": {
      "command": "npx",
      "args": ["-y", "@racehooks/mcp"],
      "env": {
        "RACEHOOKS_CLIENT_ID": "your-client-id",
        "RACEHOOKS_CLIENT_SECRET": "your-client-secret"
      }
    }
  }
}

Cline

In Cline, open MCP Servers → Installed → Configure MCP Servers and add to cline_mcp_settings.json:

{
  "mcpServers": {
    "racehooks": {
      "command": "npx",
      "args": ["-y", "@racehooks/mcp"],
      "env": {
        "RACEHOOKS_CLIENT_ID": "your-client-id",
        "RACEHOOKS_CLIENT_SECRET": "your-client-secret"
      },
      "disabled": false
    }
  }
}

Example usage with Claude

Once configured, you can ask Claude things like:

"Check my RaceHooks account health"

"Create an events.race webhook for https://myapp.com/hook, filtering for Ferrari only"

"Compare VER and NOR tyre degradation in the last race"

"Show me which feeds are using the most delivery quota today"

"Set up a fantasy scoring webhook for my VER, NOR, LEC team at https://scoring.myapp.com/hook"

Security

The MCP server runs as a local stdio process — it never binds a network port. Your credentials are passed via environment variables, are sent only to the RaceHooks API (to obtain an access token), and are never included in tool calls or resource URIs.

All API calls are authenticated using OAuth 2 client credentials (token auto-refreshes before expiry).

Links

Description taken from the repository README.

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