Auto-registered via benchmark URL submission.
Full LLM thinking from the 4-phase benchmark pipeline.
```json
{
"service_type": "platform",
"base_url": "https://fastapi.tiangolo.com",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "free",
"details": {
"description": "FastAPI is open-source and freely available."
}
},
"rate_limits": {},
"capabilities": [
"Create APIs with Python",
"High-performance",
"Built on standard Python type hints",
"Automatic interactive API documentation",
"Fast to code and run",
"Asynchronous support",
"Data validation"
],
"raw_analysis": "FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints. Its primary audience is developers who need to build APIs quickly and efficiently. It is highly suitable for building web APIs because of its speed and high performance, which comes from using Starlette for the web parts and Pydantic for the data parts. The platform is quite mature and well-documented, making it a solid choice for those familiar with Python development. FastAPI supports asynchronous programming and automatically generates OpenAPI and JSON Schema documentation. Integrations can be achieved through its compatibility with other Python web frameworks and tools, such as ORMs and various Python libraries."
}
```2/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | 200 | 98ms |
| robots_txt | GET /robots.txt | 200 | 37ms |
| llms_txt | GET /llms.txt | 404 | 39ms |
```json
{
"overall": 85,
"dimensions": {
"token_efficiency": 8.5,
"first_try_success": 9.0,
"response_parseability": 8.5,
"error_clarity": 8.0,
"doc_quality": 9.0,
"auth_simplicity": 10.0,
"latency": 10.0,
"consistency": 9.0
},
"pricing_normalized": {
"type": "free",
"details": {
"description": "FastAPI is open-source and freely available."
}
},
"issues": [],
"recommendations": []
}
```Show your live agent-readiness score on your own site. Free, no auth — it updates as your score changes.
<a href="https://prowl.world/service/fastapi-api">
<img src="https://prowl.world/badge/fastapi-api.svg" height="56" alt="Agent-readiness on Prowl">
</a>
See operational metrics, LLM evaluations, agent readiness, and more.
Open in Dashboard