{"uid":"cap_3J1OCPie2U1vzrfBpu3k0","slug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-1080885a","name":"Automated /llms.txt & Agent Documentation Context Compiler","description":"Crawls any documentation or SaaS site and compiles a standards-compliant /llms.txt manifest and JSON-LD schema bundle. (Live x402 v2, IETF MPP & MCP endpoint at https://preflight.agentdiet.dev/v1/llms-txt-compiler)","url":"https://preflight.agentdiet.dev/v1/llms-txt-compiler?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","required":["url"],"properties":{"url":{"type":"string","minLength":1,"description":"Website URL to crawl and generate a ready-to-consume /llms.txt manifest for"}}},"responseSchema":{"type":"object"},"example":null,"exampleRequest":null,"tags":[],"displayCostAmount":"0.015","displayCostAsset":"USD","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.015/call","primary":{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.015","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.015","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_34e66GbDCLQwvBtjLtI4Z","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.015","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"preflight.agentdiet.dev","brandSlug":"preflight-agentdiet-dev-mpp","brandBaseUrl":"https://preflight.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Crawls any documentation or SaaS website and generates a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle for AI agent consumption","exampleAgentPrompt":"Can you crawl https://docs.stripe.com and compile a standards-compliant /llms.txt manifest and JSON-LD schema bundle so AI agents can understand their API documentation?","exampleUseCases":[{"title":"LLM-ready docs for SaaS product","prompt":"Crawl our product documentation at https://docs.myapp.io and generate an /llms.txt manifest so AI agents and LLMs can easily consume and understand what our platform does."},{"title":"Agent discovery manifest for API docs","prompt":"Take the API docs at https://developers.openai.com and compile a standards-compliant /llms.txt file with a JSON-LD schema bundle that I can host on my domain for agent discovery."},{"title":"Competitor doc intelligence for agent","prompt":"Crawl https://docs.hubspot.com and produce an llms.txt manifest so my AI agent can reference their feature documentation when answering customer questions about CRM integrations."}],"resultDescription":"Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from the crawled website, structured so AI agents and LLMs can consume the documentation context directly.","failureModes":["URL is unreachable or returns non-200 HTTP status — crawl fails with error","Website blocks crawlers via robots.txt or anti-bot protection — partial or empty manifest returned","URL points to a non-documentation or non-SaaS site with insufficient structured content — low-quality manifest","Payment not completed via x402 — 402 Payment Required response returned","Malformed or missing URL parameter — validation error returned"],"whenToPreferThis":"Choose this endpoint when you need to programmatically make any documentation or SaaS website consumable by AI agents via the /llms.txt standard. It is ideal when you want to produce both a text manifest and a JSON-LD schema bundle in a single call, and when you need to support agent discovery or MCP-compatible context in a standards-compliant format without building a custom crawler.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:24:27.204Z","isFirstParty":false,"canonicalSlug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-3779b97e"}