{"uid":"cap_i0i5VE6U7B189MBGwjHP9","slug":"shopify-spy-agentdiet-dev-automated-llms-txt-agent-documentation-cae563d0","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://shopify-spy.agentdiet.dev/v1/discovery-manifest)","url":"https://shopify-spy.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":"0.01","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_WGK5M4p-MmTW3Smy5wm-g","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"shopify-spy.agentdiet.dev","brandSlug":"shopify-spy-agentdiet-dev-mpp","brandBaseUrl":"https://shopify-spy.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Crawls any documentation or SaaS website and generates a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle for AI agent consumption","exampleAgentPrompt":"Can you crawl https://docs.stripe.com and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so AI agents can discover and consume Stripe's documentation?","exampleUseCases":[{"title":"Make SaaS docs AI-discoverable","prompt":"Crawl https://docs.notion.so and compile an /llms.txt manifest and JSON-LD bundle so my AI agent can properly index and understand Notion's documentation."},{"title":"Bootstrap agent onboarding for internal tools","prompt":"I need you to crawl our internal developer portal at https://docs.acme-corp.com and generate a ready-to-consume /llms.txt manifest so our AI agents can navigate the documentation without hallucinating."},{"title":"Audit competitor docs for agent readiness","prompt":"Can you crawl https://developers.hubspot.com and produce an /llms.txt manifest and JSON-LD schema — I want to see how agent-ready their documentation structure actually is."}],"resultDescription":"Returns a structured object containing a standards-compliant /llms.txt manifest and a JSON-LD schema bundle compiled from the crawled website, ready for AI agent consumption and MCP/x402-compatible discovery flows.","failureModes":["URL is unreachable or returns non-200 HTTP status — crawl fails with error response","Target site blocks crawlers via robots.txt or rate limiting — partial or empty manifest returned","Malformed or missing URL parameter — request rejected with validation error","Site has no meaningful documentation structure — output manifest may be sparse or low-quality","Large documentation sites may time out during crawl — incomplete bundle returned"],"whenToPreferThis":"Use this endpoint when you need to programmatically make any documentation or SaaS website discoverable by AI agents via the /llms.txt standard. It's the right choice when you want a turnkey solution that combines crawling, context extraction, and standards-compliant manifest generation in a single API call, especially when targeting MCP or x402-compatible agent pipelines.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:26:09.240Z","isFirstParty":false,"canonicalSlug":"shopify-spy-agentdiet-dev-automated-llms-txt-agent-documentation-cee50d00"}