{"uid":"cap_lsXNiDl2TkmnuhLpv5NDb","slug":"shopify-spy-agentdiet-dev-automated-llms-txt-agent-documentation-cee50d00","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/llms-txt)","url":"https://shopify-spy.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":"0.01","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_tdPRxNOxZH26op9LJfs9z","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 JSON-LD schema bundle for AI agent consumption","exampleAgentPrompt":"Crawl the docs at https://stripe.com/docs and compile a standards-compliant /llms.txt manifest and JSON-LD schema bundle so my AI agent can understand what Stripe offers.","exampleUseCases":[{"title":"Onboard new SaaS tool into agent","prompt":"I just started using Notion and I want my AI assistant to understand what it can do — crawl https://developers.notion.com and generate an llms.txt manifest and JSON-LD schema bundle for it."},{"title":"Make internal docs agent-readable","prompt":"We have our internal API docs hosted at https://docs.acme.internal — can you crawl them and produce a standards-compliant /llms.txt file so our AI agents can ingest and use them?"},{"title":"Audit competitor docs for agent compatibility","prompt":"Check if https://docs.linear.app is already agent-friendly by crawling it and generating an llms.txt manifest — I want to see what context an AI agent would get from their documentation."}],"resultDescription":"A standards-compliant /llms.txt manifest and JSON-LD schema bundle derived from the crawled website, structured for direct consumption by AI agents and LLM-based tools, describing the site's capabilities, endpoints, and documentation structure.","failureModes":["URL is unreachable or returns a non-200 status — crawl fails with an error","Target site blocks crawlers via robots.txt or rate limiting — partial or no content returned","URL points to a dynamic JavaScript-rendered site that requires a headless browser — content may be incomplete","Malformed or empty URL input — validation error returned","Site has no structured documentation — output manifest may be sparse or low-quality"],"whenToPreferThis":"Choose this endpoint when you need to make any external documentation or SaaS website consumable by AI agents in a standardized format. It is ideal when you want to onboard a new tool or API into an agent workflow and need a machine-readable /llms.txt manifest without manually authoring one. Prefer this over generic web scrapers when the output format must be standards-compliant (llms.txt spec) and include JSON-LD schema annotations for agent interoperability.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:21:08.129Z","isFirstParty":false,"canonicalSlug":"shopify-spy-agentdiet-dev-automated-llms-txt-agent-documentation-cee50d00"}