{"uid":"cap_OSvlsQ-hGlHGlAtA0DW1F","slug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-62cd0302","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)","url":"https://preflight.agentdiet.dev/v1/llms-txt?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_IpqYLMCe_JWvkbMNw23A0","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 the Stripe documentation site at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so my agent can understand and use their API?","exampleUseCases":[{"title":"Bootstrap agent context for internal docs","prompt":"Crawl our internal developer docs at https://docs.mycompany.com and compile a proper /llms.txt manifest so our AI agents can reference our API documentation directly."},{"title":"Make a third-party SaaS agent-readable","prompt":"I want my agent to understand how to use Notion's API — can you crawl https://developers.notion.com and produce a standards-compliant /llms.txt and JSON-LD schema bundle for it?"},{"title":"Audit competitor docs for agent compatibility","prompt":"Check if https://docs.linear.app is agent-ready by crawling it and generating an /llms.txt manifest — I want to see what structured context an AI agent would get from their documentation."}],"resultDescription":"Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from the crawled documentation or SaaS site, structured for direct consumption by AI agents and LLM-based tools.","failureModes":["URL is unreachable or returns non-200 status — crawl fails with error","Site uses heavy JavaScript rendering that blocks static crawl — incomplete manifest","URL points to a non-documentation resource with insufficient structured content — sparse or empty manifest","Rate limiting or bot-blocking by the target site — crawl interrupted","Malformed or ambiguous URL input — validation error"],"whenToPreferThis":"Choose this endpoint when you need to make any existing documentation or SaaS website natively consumable by AI agents via the /llms.txt standard, especially when the target site does not already publish its own /llms.txt. It is the right tool for bootstrapping agent context, enabling MCP-compatible tool discovery from third-party docs, or auditing a site's agent-readiness without manual effort.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:25:50.516Z","isFirstParty":false,"canonicalSlug":"preflight-agentdiet-dev-automated-llms-txt-agent-documentation-3779b97e"}