Full LLM thinking from the 4-phase benchmark pipeline.
{
"service_type": "platform",
"base_url": "https://skyvern.dev",
"auth_method": "api_key",
"auth_config": {"header": "x-api-key", "description": "API key required for all requests to Skyvern's API"},
"endpoints": ["No public REST endpoints documented; interactions are via SDKs or API indirectly"],
"pricing_model": {"type": "unknown", "details": {}},
"rate_limits": {},
"capabilities": ["Browser automation using LLMs", "Web scraping with natural language instructions", "Form filling and web interactions", "AI-powered navigation", "Open-source and cloud-hosted options"],
"raw_analysis": "Skyvern is an AI-first browser automation platform that leverages large language models to understand and execute tasks on web pages. It replaces traditional script-based automation with natural language instructions, allowing users to automate complex workflows like form filling, data extraction, and multi-step transactions. The platform is open-source (Apache 2.0 license) and also offers a cloud-hosted version. It is designed for developers and businesses looking to automate web interactions without maintaining brittle browser scripts. Maturity is relatively young but backed by active development and a community. Integrations are limited, but it provides SDKs for Python and TypeScript, and can be extended via HTTP API for custom integrations. Pricing is not publicly disclosed; likely usage-based for cloud, while self-hosted is free."
}0/3 tests passed
| Test | Endpoint | Status | Latency |
|---|---|---|---|
| website_uptime | GET / | None | 82ms |
| robots_txt | GET /robots.txt | None | 88ms |
| llms_txt | GET /llms.txt | None | 98ms |
```json
{
"overall": 35,
"dimensions": {
"token_efficiency": 4.0,
"first_try_success": 2.0,
"response_parseability": 6.0,
"error_clarity": 4.0,
"doc_quality": 3.0,
"auth_simplicity": 5.0,
"latency": 2.0,
"consistency": 2.0
},
"pricing_normalized": {},
"issues": [
"Website unreachable - DNS resolution failed for all checks (Name or service not known)",
"No llms.txt file detected for AI agent discovery",
"No robots.txt accessible to verify crawling permissions",
"Pricing model unknown - cannot provide cost guidance to users",
"No documented authentication flow or API structure in available data"
],
"recommendations": [
"Fix DNS configuration and ensure website availability",
"Add llms.txt to enable AI agent discovery and documentation access",
"Publish clear pricing tiers and API documentation",
"Provide structured API endpoints with OpenAPI specifications",
"Create a getting-started guide for AI agents with authentication flow"
]
}
```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/skyvern">
<img src="https://prowl.world/badge/skyvern.svg" height="56" alt="Agent-readiness on Prowl">
</a>
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