{"uid":"cap_zbRgCj6ttH0maNFtsr8ux","slug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-495f11b6","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/agent-card)","url":"https://preflight.agentdiet.dev/v1/agent-card?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_Oe7qZNBEOmUw_3IeN1Hoc","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 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 my AI agent can consume the Stripe documentation context directly?","exampleUseCases":[{"title":"AI-ready docs for your own SaaS","prompt":"Crawl our developer documentation at https://docs.mycompany.com and generate a proper /llms.txt manifest and JSON-LD bundle so AI agents can read and navigate our API docs without scraping raw HTML."},{"title":"Onboarding a third-party tool into an agent workflow","prompt":"I need to give my agent full context on how to use Notion — can you crawl https://developers.notion.com and produce a standards-compliant llms.txt agent manifest from it?"},{"title":"Auditing a competitor's agent-readiness","prompt":"Crawl https://docs.airtable.com and compile an /llms.txt manifest for it — I want to see how well their documentation is structured for AI agent consumption."}],"resultDescription":"Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle compiled from the crawled documentation or SaaS site, structured for direct AI agent ingestion and navigation.","failureModes":["URL is unreachable or returns non-200 status — crawl fails with error","Site blocks crawlers via robots.txt or Cloudflare — partial or empty manifest returned","URL points to a non-documentation site with little structured content — low-quality or sparse manifest","Malformed or missing URL parameter — validation error returned","Very large documentation sites may timeout or return incomplete coverage"],"whenToPreferThis":"Choose this endpoint when you need to programmatically produce an /llms.txt manifest or JSON-LD agent context bundle from any live documentation or SaaS website, particularly when preparing third-party or your own docs for AI agent consumption. Prefer it over manual /llms.txt authoring or generic web scrapers when standards compliance and JSON-LD output are required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:26:21.084Z","isFirstParty":false,"canonicalSlug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-3779b97e"}