The Consumer Financial Protection Bureau

{
  "service_type": "platform",
  "base_url": "https://consumerfinance.gov",
  "auth_method": "none",
  "auth_config": {},
  "endpoints": [],
  "pricing_model": {
    "type": "free",
    "details": {
      "note": "CFPB is a U.S. government agency; its data and APIs are publicly available at no cost."
    }
  },
  "rate_limits": {},
  "capabilities": [
    "Access to Home Mortgage Disclosure Act (HMDA) data",
    "Data downloads (CSV, etc.) for home mortgage data",
    "Public API for building tools with home mortgage data",
    "Consumer complaint database and API (separate from mortgage data)",
    "Regulatory and compliance resources",
    "Financial education materials"
  ],
  "raw_analysis": "The Consumer Financial Protection Bureau (CFPB) is a U.S. government agency responsible for consumer protection in the financial sector. The website at consumerfinance.gov provides a range of resources, including the Home Mortgage Disclosure Act (HMDA) data, which is a key dataset for understanding mortgage lending patterns. Users can learn about HMDA data, download datasets directly, or use the CFPB's public APIs to build tools and applications. The platform is mature and well-established, having been operational since 2011. It offers several APIs, most notably the HMDA API and the Consumer Complaint Database API, which are free to use and do not require authentication. The target audience includes researchers, developers, financial institutions, consumer advocates, and the general public. Integrations are primarily through API access and data downloads, enabling third-party analysis and tool development. The platform is highly reliable and maintained by the federal government, with regular updates to datasets and documentation."
}

2/3 tests passed

{
  "overall": 72,
  "dimensions": {
    "token_efficiency": 7.0,
    "first_try_success": 6.5,
    "response_parseability": 8.5,
    "error_clarity": 6.5,
    "doc_quality": 7.5,
    "auth_simplicity": 9.0,
    "latency": 9.5,
    "consistency": 8.5
  },
  "pricing_normalized": {
    "model": "free",
    "notes": "U.S. government public data; no cost, no API key required for many endpoints"
  },
  "issues": [
    "No /llms.txt — agents have no AI-optimized entry point for describing the platform",
    "Site is broad (complaints, HMDA, education, regulations); value prop is diffuse and hard to summarize concisely for an agent",
    "No explicit API onboarding/auth docs surfaced in the check; agents may need to discover endpoints manually",
    "robots.txt disallows several paths (search, some forms) which may constrain some scraping/agent flows"
  ],
  "recommendations": [
    "Publish an /llms.txt summarizing HMDA data endpoints, complaint API, and download formats",
    "Add a concise machine-readable capability manifest for the public APIs",
    "Improve getting-started docs for the HMDA and complaints APIs (sample requests, schemas, rate limits)",
    "Surface structured OpenAPI/Swagger specs for the complaint and mortgage data APIs"
  ]
}