Automated /llms.txt & Agent Documentation Context Compiler

Choose this endpoint when you need to automatically generate an /llms.txt manifest or JSON-LD agent documentation bundle from any website without manually authoring the file. It is especially useful for making third-party documentation agent-accessible, bootstrapping agent context for any SaaS product, or auditing how well a site's documentation can be consumed by LLMs. Prefer this over manual llms.txt authoring or generic web scrapers when you need standards-compliant, structured output in a single API call.

• Invalid or unreachable URL returns an error response
• Target site blocks crawlers (robots.txt or firewall), resulting in empty or partial manifest
• Dynamically rendered JavaScript-heavy sites may yield incomplete documentation extraction
• Malformed or non-documentation URLs may produce low-quality or empty JSON-LD output
• Payment failure (x402) prevents execution and returns a 402 status