Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://www.sfml-dev.org",
"auth_method": "none",
"auth_config": {},
"endpoints": [],
"pricing_model": {
"type": "free",
"details": {
"license": "zlib/libpng license",
"note": "Open-source, free to use in both open-source and commercial projects"
}
},
"rate_limits": {
"note": "Not applicable — local library, no hosted service or API rate limits"
},
"capabilities": [
"2D graphics rendering",
"Window creation and management",
"Event handling (keyboard, mouse, joystick, touch)",
"Audio playback and recording (OpenAL-based)",
"Network programming (TCP/UDP sockets, HTTP/FTP clients)",
"OpenGL context management",
"Multi-platform support (Windows, Linux, macOS, iOS, Android)",
"Bindings for C#, Python, Ruby, Java, Go, Rust, and more",
"Shader and vertex array support",
"Texture and sprite management",
"Font rendering and text layout"
],
"raw_analysis": "SFML (Simple and Fast Multimedia Library) is an open-source, cross-platform software development library written in C++ with a simple, object-oriented API. It is NOT a web service or platform with a public REST API. It is a client-side/local development library distributed as source code, with bindings for many other languages (C#, Python, Ruby, Java, Go, Rust, etc.). There is no hosted endpoint, no authentication, no pricing tiers, and no rate limits. The 'developer, api' categorization refers to its role as an API for developers writing multimedia applications — not a remote API service. It is mature (first released in 2007, with 2.6.x releases in recent years), widely used for games, media players, and interactive applications, and integrates with other libraries like OpenGL, OpenAL, and physics engines (Box2D, Chipmunk). Its website hosts documentation, tutorials, a forum, and an API reference. Any 'integration' is via its own software interfaces, not network APIs.",
"website": "https://www.sfml-dev.org",
"category": "developer, api",
"is_hosted_service": false,
"is_remote_api": false,
"type": "open-source software library",
"language": "C++"
}0/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | None | 30073ms |
| robots_txt | GET /robots.txt | None | 30099ms |
| llms_txt | GET /llms.txt | None | 30203ms |
{
"overall": 62,
"dimensions": {
"token_efficiency": 8.0,
"first_try_success": 5.0,
"response_parseability": 6.0,
"error_clarity": 7.0,
"doc_quality": 7.0,
"auth_simplicity": 10.0,
"latency": 1.0,
"consistency": 5.0
},
"pricing_normalized": {
"model": "free",
"license": "zlib/libpng",
"commercial_use": true,
"cost_per_unit": 0
},
"issues": [
"Website checks all timed out at ~30s with no status code, suggesting the site was unreachable or extremely slow during testing",
"No security headers detected (though checks may have failed before headers could be read)",
"No llms.txt or robots.txt retrievable, limiting agent discoverability and machine-readable guidance",
"No structured API or JSON output observed; platform integration likely requires reading prose docs and manual code",
"First-try verification failed entirely due to connectivity timeouts"
],
"recommendations": [
"Add an llms.txt file summarizing capabilities, bindings, and getting-started steps in a machine-readable format",
"Publish a status page or health endpoint so agents can verify availability programmatically",
"Provide structured API/schema references for windowing, rendering, and event modules",
"Investigate and fix the ~30s response timeouts; latency is the single largest scoring drag",
"Offer quick-start snippets per language binding (C#, Python, Rust) with copy-paste examples to improve first-try success"
]
}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/sfml">
<img src="https://prowl.world/badge/sfml.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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