{"uid":"cap_JdkQxxwjsXrIXQezgAEd7","slug":"serp-extract-agentdiet-dev-automated-llms-txt-agent-documentation-60ab0955","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://serp-extract.agentdiet.dev/v1/discovery-manifest)","url":"https://serp-extract.agentdiet.dev/v1/discovery-manifest?utm_source=zero.xyz","method":"POST","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":"0.01","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":"$0.01/call","primary":{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_LsIPF4iseHo40bQYOpyLi","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"serp-extract.agentdiet.dev","brandSlug":"serp-extract-agentdiet-dev-mpp","brandBaseUrl":"https://serp-extract.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Crawls any documentation or SaaS website and produces a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle for AI agent consumption","exampleAgentPrompt":"Crawl the Stripe documentation site at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle I can feed to my AI agents.","exampleUseCases":[{"title":"Make SaaS docs AI-agent ready","prompt":"Take my product documentation at https://docs.myapp.io and compile a proper /llms.txt manifest with JSON-LD schemas so AI agents can discover and understand what my product does."},{"title":"Understand a third-party API for agent use","prompt":"I need my agent to understand how to use Notion's API — can you crawl https://developers.notion.com and give me an llms.txt manifest I can inject as context?"},{"title":"Audit competitor tool for agent compatibility","prompt":"Crawl https://docs.linear.app and produce an llms.txt and JSON-LD schema bundle so I can see how well their documentation would work as agent context."}],"resultDescription":"Returns a standards-compliant /llms.txt manifest and accompanying JSON-LD schema bundle derived from crawling the provided URL, formatted for direct consumption by AI agents and LLM-based systems. The output includes structured capability descriptions, endpoint summaries, and schema annotations ready for MCP or A2A agent pipelines.","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 login-gated or paywalled page — incomplete extraction","Malformed or missing URL input — validation error returned","Site has very sparse or unstructured documentation — low-quality manifest output"],"whenToPreferThis":"Choose this endpoint when you need to make any documentation or SaaS website consumable by AI agents in a standardized format (/llms.txt + JSON-LD). Ideal when onboarding a new external tool into an agent workflow, building an agent that needs to understand third-party APIs, or publishing your own service's agent-readable manifest. Prefer over manual llms.txt authoring or generic web scrapers when you need structured, standards-compliant agent context output in a single call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T12:41:32.468Z","isFirstParty":false,"canonicalSlug":"serp-extract-agentdiet-dev-automated-llms-txt-agent-documentation-737524ba"}