{"uid":"cap_6NYjeJdPknOK_CuA2Kl5G","slug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-4c9c4a68","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-manifest)","url":"https://preflight.agentdiet.dev/v1/agent-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_m1MdBKx1Y9VQnZnXW-vqe","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":"Crawl https://docs.stripe.com and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so AI agents can understand the Stripe documentation.","exampleUseCases":[{"title":"Make API docs agent-readable","prompt":"Crawl https://docs.openai.com and compile a ready-to-use /llms.txt manifest and JSON-LD bundle so my AI agents can consume the OpenAI documentation without hallucinating about the API."},{"title":"Generate llms.txt for SaaS product","prompt":"Take https://www.notion.so and generate a standards-compliant /llms.txt manifest for it — I want to give my agent accurate context about Notion's features and capabilities."},{"title":"Bootstrap agent context for internal wiki","prompt":"Crawl https://wiki.mycompany.com and produce a /llms.txt and JSON-LD schema bundle so I can feed structured documentation context directly into my AI agent workflow."}],"resultDescription":"Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle compiled from crawling the provided URL. The manifest is structured for direct AI agent consumption, containing organized documentation context, links, and machine-readable metadata about the site's content and capabilities.","failureModes":["Invalid or unreachable URL returns an error with no manifest generated","Private or authentication-gated sites may yield incomplete or empty content","Very large documentation sites may result in truncated manifests","Non-documentation pages may produce sparse or low-quality JSON-LD output","Rate limits or crawl blocks by the target site may cause failures","Malformed URL input returns a validation error"],"whenToPreferThis":"Choose this endpoint when you need to automatically generate a standards-compliant /llms.txt manifest and JSON-LD schema from any existing documentation or SaaS site without manually authoring the file. It is ideal for developers who want to make their product AI-agent-friendly quickly, or for agents that need to ingest structured context about a third-party service. Prefer this over generic web scrapers when the goal is specifically producing agent-consumable manifests in the /llms.txt format rather than raw content extraction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:26:20.493Z","isFirstParty":false,"canonicalSlug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-3779b97e"}