{"uid":"cap_O2XGcvdtEaWwqWxH2qSTQ","slug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-fd60088d","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/discovery-manifest)","url":"https://preflight.agentdiet.dev/v1/discovery-manifest?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_8ZufdQZ-09MfvFqrRfR7J","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 site URL 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 AI agents can easily discover and consume Stripe's documentation?","exampleUseCases":[{"title":"Make SaaS docs agent-discoverable","prompt":"Crawl https://docs.linear.app and generate a proper llms.txt manifest and JSON-LD schema bundle so AI agents can understand and navigate Linear's documentation without hallucinating."},{"title":"Bootstrap agent context for internal tools","prompt":"I need you to crawl our internal developer portal at https://docs.acme.internal and compile an llms.txt file so our AI assistants can accurately answer questions about our APIs."},{"title":"Audit competitor agent readiness","prompt":"Can you pull up https://docs.notion.so and generate a full llms.txt manifest for it? I want to see how agent-friendly their documentation structure is."}],"resultDescription":"Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle compiled from crawling the target documentation or SaaS site, structured for direct consumption by AI agents and LLM-powered tools.","failureModes":["Invalid or unreachable URL returns an error with no manifest","Sites with aggressive bot-blocking or CAPTCHAs may return incomplete or empty results","Very large documentation sites may result in truncated or partial manifests","Non-English or heavily JavaScript-rendered sites may produce lower-quality output","Missing required `url` parameter returns a 400 validation error"],"whenToPreferThis":"Choose this endpoint when you need to programmatically make any documentation or SaaS site AI-agent-ready by generating a standards-compliant /llms.txt manifest and JSON-LD schema. Prefer it over manual llms.txt authoring or generic web scrapers when you need structured, agent-consumable output in a single API call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:25:38.229Z","isFirstParty":false,"canonicalSlug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-3779b97e"}