{
  "name": "RaceTagger",
  "description": "AI-powered sports photo recognition. Detect bib numbers, sponsors, license plates, aircraft markings in race and sports photos. Match detections to participant data for automated photo organization.",
  "url": "https://racetagger.cloud/mcp",
  "version": "1.0.0",
  "status": "preview",
  "auth": {
    "type": "bearer",
    "description": "Use your RaceTagger API key (rt_live_xxx). Request one at https://racetagger.cloud/api-access"
  },
  "rest_api": {
    "base_url": "https://racetagger.cloud/api/v1",
    "docs_url": "https://racetagger.cloud/docs/api",
    "openapi_url": "https://racetagger.cloud/docs/api/openapi.yaml"
  },
  "tools": [
    {
      "name": "racetagger_analyze",
      "description": "Analyze a sports/motorsport photo to identify bib numbers, sponsor logos, license plates, or aircraft markings. Returns structured JSON with detected items, confidence scores, bounding boxes, and scene context."
    },
    {
      "name": "racetagger_analyze_and_match",
      "description": "Analyze a photo AND match detected numbers against a participant list in a single call. Returns detections with matched participant data, suggested filenames, and keywords."
    },
    {
      "name": "racetagger_match",
      "description": "Match previously analyzed results to a participant list. Free (0 credits). Provides participant matching, filename suggestions, keyword generation, and disambiguation."
    },
    {
      "name": "racetagger_search",
      "description": "Search previously analyzed photos by bib number, plate number, sponsor name, or participant name."
    },
    {
      "name": "racetagger_export",
      "description": "Export analysis results for an event as CSV, JSON, or ZIP with organized folder structure."
    },
    {
      "name": "racetagger_usage",
      "description": "Check current credit balance, plan details, and usage statistics."
    }
  ],
  "categories": ["photography", "sports", "ai", "image-analysis", "motorsport"],
  "pricing_url": "https://racetagger.cloud/pricing",
  "docs_url": "https://racetagger.cloud/docs/api",
  "support_email": "info@racetagger.cloud"
}