{"uid":"cap_bcxHay1PH76VVdRXOm0uC","slug":"preflight-agentdiet-dev-llms-txt-agent-documentation-context-compiler-98205717","name":"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-generator)","url":"https://preflight.agentdiet.dev/v1/llms-generator?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_UGEZfstmuXLFCS919PsFo","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 URL and generates a standards-compliant /llms.txt manifest plus JSON-LD schema bundle for AI agent consumption","exampleAgentPrompt":"Can you crawl the Stripe documentation at https://stripe.com/docs and generate a standards-compliant llms.txt manifest and JSON-LD schema bundle so my AI agents can consume it directly?","exampleUseCases":[{"title":"Make your own docs AI-agent ready","prompt":"Crawl my product documentation at https://docs.mycompany.com and produce an llms.txt manifest so AI agents can understand and navigate my API docs without any extra setup."},{"title":"Index a third-party SaaS for agent use","prompt":"I want my agent to be able to work with Notion — can you crawl https://developers.notion.com and compile a standards-compliant llms.txt and JSON-LD schema bundle for it?"},{"title":"Audit competitor docs for agent compatibility","prompt":"Crawl https://docs.salesforce.com and generate an llms.txt manifest for it — I want to see what an AI agent would get as structured context when trying to use their platform."}],"resultDescription":"Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from the crawled website, ready for direct consumption by AI agents, LLMs, and MCP-compatible tools. The output is structured to describe the site's documentation, APIs, and capabilities in a format optimised for agent reasoning and tool selection.","failureModes":["Invalid or unreachable URL returns an error with no manifest produced","Heavily JavaScript-rendered sites may yield incomplete crawl results","Rate-limited or bot-blocked sites may fail to return content","Very large documentation sites may produce truncated manifests","Malformed URL input (missing protocol, typos) causes immediate validation failure"],"whenToPreferThis":"Choose this endpoint when you need to make a documentation or SaaS site machine-readable for AI agents by generating a standards-compliant /llms.txt manifest and JSON-LD schema bundle. It is ideal when onboarding a new tool or API into an agent workflow, when you want to index third-party documentation for agent context, or when building an MCP-compatible agent that needs structured site metadata. Prefer this over general web scrapers when the goal is specifically to produce an agent-consumable manifest rather than raw content extraction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:25:57.417Z","isFirstParty":false,"canonicalSlug":"preflight-agentdiet-dev-llms-txt-agent-documentation-context-compiler-98205717"}