65
/100
prowl
Benchmarked Aug 17, 2026

Mercadolibre

Manage sales, ads, products, services and Shops

saas platform_profile
Benchmark Your API

Score Breakdown

Parseability 9/10
Latency 8/10
Token Efficiency 8/10
Documentation 6/10
Auth Simplicity 6/10
Consistency 5/10
First-Try Success 5/10
Error Clarity 4/10

Benchmark Analysis Log

Full LLM thinking from the 4-phase benchmark pipeline.

Analyze
{
  "service_type": "platform",
  "base_url": "https://api.mercadolibre.com",
  "auth_method": "oauth2",
  "auth_config": {
    "authorization_url": "https://auth.mercadolibre.com/authorization",
    "token_url": "https://api.mercadolibre.com/oauth/token",
    "scopes": ["read", "write", "offline_access"],
    "grant_types": ["authorization_code", "refresh_token"]
  },
  "endpoints": [
    "/sites",
    "/users/me",
    "/items",
    "/orders",
    "/questions",
    "/messages",
    "/shipments",
    "/listings",
    "/categories",
    "/pictures/upload"
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "free_tier": "Open access to API with rate limits, no cost for API usage itself",
      "paid_tiers": "No explicit API pricing; but selling fees apply on marketplace transactions",
      "note": "API is free to use, revenue is generated through seller commission fees"
    }
  },
  "rate_limits": {
    "requests_per_hour": "Unspecified but dynamic based on user reputation and application type; typical limits around 10,000 requests/hour for standard apps",
    "explanation": "Rate limits vary; require checking documentation for specifics"
  },
  "capabilities": [
    "Product listing management (create, update, delete items)",
    "Order management (view orders, handle fulfillment)",
    "Sales analytics and reporting",
    "Question and message handling (customer communication)",
    "Shipment management (shipping labels, tracking)",
    "Ad campaigns management (sponsored products)",
    "Category and site browsing (product taxonomy)",
    "Shopper profile and user data access",
    "Picture upload and management",
    "Shop management (customization, promotions)"
  ],
  "raw_analysis": "MercadoLibre is a leading e-commerce platform in Latin America, offering APIs for sellers to integrate with their marketplace. The platform is mature, with extensive documentation and a broad suite of endpoints covering the full commerce lifecycle: listing, selling, order processing, shipping, and customer communication. It also supports ads and shop management, catering to power sellers and enterprises. Integrations include popular tools like Shopify, WooCommerce, and custom solutions via REST API. The API uses OAuth 2.0 for authentication, granting secure access to user data. It is free to use, but sellers incur standard marketplace fees. Rate limits are unspecified, but presumably generous to accommodate business needs. Overall, it's a robust platform for automating e-commerce operations in Latin American markets."
}
Execute

1/3 tests passed

TestEndpointStatusLatency
website_uptimeGET /404159ms
robots_txtGET /robots.txt20054ms
llms_txtGET /llms.txt40455ms
Interpret
```json
{
  "overall": 62,
  "dimensions": {
    "token_efficiency": 8.0,
    "first_try_success": 5.0,
    "response_parseability": 9.0,
    "error_clarity": 4.0,
    "doc_quality": 6.0,
    "auth_simplicity": 6.0,
    "latency": 8.0,
    "consistency": 5.0
  },
  "pricing_normalized": {
    "free_tier_available": true,
    "api_cost": "free",
    "revenue_model": "seller commission fees"
  },
  "issues": [
    "Root API endpoint returns 404 with Spanish-only error message, confusing for non-Spanish users",
    "No llms.txt file found, reducing discoverability for AI agents",
    "Robots.txt disallows all crawling (Disallow: /), which may block automated documentation retrieval",
    "Error messages not localized or standardized for English-speaking agents",
    "API capabilities are extensive but lack clear onboarding path in check results"
  ],
  "recommendations": [
    "Add an llms.txt file with API documentation summary and key endpoints",
    "Provide English error messages alongside Spanish in API responses",
    "Update root endpoint to return useful resource links or a redirect to developer portal",
    "Create a simplified getting-started guide for AI agents with auth flow examples",
    "Document rate limits and auth requirements explicitly in machine-readable format"
  ]
}
```

Agent Readiness

x402 Payments
Not supported
Streaming
No
Sandbox
None
Agent Auth
Unknown
SDKs
None listed
MCP Support
No

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