Mockaroo

{
  "service_type": "platform",
  "base_url": "https://www.mockaroo.com",
  "auth_method": "api_key",
  "auth_config": {
    "api_key_header": "X-Mockaroo-Api-Key",
    "api_key_parameter": "key"
  },
  "endpoints": [
    {
      "path": "/api/dataset",
      "method": "GET",
      "description": "Generates test data based on a saved dataset ID (share ID). Returns data in the requested format (CSV, JSON, SQL, XML, etc.).",
      "parameters": {
        "dataset_id": "The share ID of the dataset (e.g., from URL /[...shareId])",
        "key": "API key for authentication",
        "count": "Number of rows to generate (if not using schema)",
        "format": "Output format (csv, json, xml, etc.)"
      }
    },
    {
      "path": "/api/schema",
      "method": "POST",
      "description": "Allows generation of data by posting a schema definition directly to the API (if available). Returns generated data.",
      "parameters": {
        "schema": "JSON object describing the schema (fields with types, options, count)",
        "key": "API key for authentication",
        "count": "Number of rows to generate"
      }
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Free plan allows up to 1,000 rows per request, a limited number of datasets, and basic features.",
      "paid_plans": {
        "individual": "Starts at $50/month for unlimited rows, more fields, and API access.",
        "team": "Custom pricing for collaboration and advanced features.",
        "enterprise": "Custom pricing with SSO, dedicated support, and on-premise options."
      }
    }
  },
  "rate_limits": {
    "requests_per_day": "100 (free tier)",
    "requests_per_hour": "10 (free tier)",
    "rows_per_request": "1000 (free tier)"
  },
  "capabilities": [
    "Random data generation (fake data) for testing",
    "Multiple output formats: JSON, CSV, SQL, XML, Excel, and more",
    "Customizable schema with many field types (names, addresses, emails, etc.)",
    "API mocking via generated endpoints (mock API endpoints that return generated data)",
    "Integration with databases and data pipelines via API",
    "Shareable datasets (share IDs) for collaboration",
    "Predefined and custom data generators",
    "Support for realistic-looking data (e.g., locale-specific)"
  ],
  "raw_analysis": "Mockaroo is a mature test data generation platform providing on-demand fake data for software testing and demos. It offers a web-based DSL for designing custom schemas with a rich variety of field types (from addresses to financial data) and provides both direct download and an API for programmatic generation. The API, documented at /docs, allows users to fetch generated datasets via share IDs or post schema updates. Authentication uses an API key, which is required for most API calls, especially on paid plans. The platform targets developers, QA engineers, and data scientists who need realistic yet synthetic data without building generators from scratch. It integrates with various data formats and supports API mocking, making it useful in development and testing workflows. Pricing follows a freemium model, with free tier limited in rows and rate limits, while paid plans unlock larger volumes and advanced features like custom integrations and team collaboration. Despite no official public API explorer, the documentation is clear, and the service is well-regarded in the software testing community."
}

3/3 tests passed

```json
{
  "overall": 78,
  "dimensions": {
    "token_efficiency": 8.5,
    "first_try_success": 7.5,
    "response_parseability": 9.0,
    "error_clarity": 7.0,
    "doc_quality": 8.0,
    "auth_simplicity": 7.0,
    "latency": 9.0,
    "consistency": 8.5
  },
  "pricing_normalized": {
    "free_tier": "Up to 1,000 rows/request, limited datasets, basic features",
    "individual": "$50/month for unlimited rows, more fields, API access",
    "team": "Custom pricing, collaboration features",
    "enterprise": "Custom pricing, SSO, dedicated support, on-premise"
  },
  "issues": [
    "Free tier limited to 1,000 rows per request — may be restrictive for bulk generation",
    "No SSO on individual plan, enterprise only",
    "llms.txt responds with HTML instead of text/plain — discoverability issue for agents",
    "Pricing starts at $50/month, steep jump from free tier"
  ],
  "recommendations": [
    "Add a mid-tier plan between free and $50/month to ease upgrade friction",
    "Serve llms.txt with proper text/plain content-type for agent discovery",
    "Consider adding magic-link or OAuth for quicker onboarding on paid plans",
    "Document API rate limits and error codes more explicitly for agent debugging"
  ]
}
```