Automated /llms.txt & Agent Documentation Context Compiler

Choose this endpoint when you need to programmatically generate an /llms.txt manifest from any existing documentation or SaaS site without manual authoring. It is ideal for agents that need to onboard to a new API or tool at runtime, or for developers who want to make their documentation AI-agent-accessible without writing llms.txt by hand. Prefer this over manual context extraction when the source is a full documentation website rather than a single page.

• Target URL is unreachable or returns non-200 status — manifest cannot be generated
• URL points to a site with aggressive bot-blocking or Cloudflare protection — crawl may fail or return incomplete content
• Site has no meaningful documentation structure — resulting manifest may be sparse or low-quality
• Malformed or non-string URL input — returns validation error
• Target site has very large documentation — may return partial or truncated manifest