{"uid":"cap_lI2bF0lrsUxOXBRRntdLj","slug":"whale-momentum-agentdiet-dev-automated-llms-txt-agent-documentation-6894e5fa","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://whale-momentum.agentdiet.dev/v1/discovery-manifest)","url":"https://whale-momentum.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_5ObhcHt9GOepgNz11Y7V-","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"whale-momentum.agentdiet.dev","brandSlug":"whale-momentum-agentdiet-dev-mpp","brandBaseUrl":"https://whale-momentum.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Crawls any documentation or SaaS site URL and returns a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle ready for AI agent consumption","exampleAgentPrompt":"Crawl the Stripe documentation at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so I can feed it directly to my AI agent.","exampleUseCases":[{"title":"Agent-proofing a SaaS product's docs","prompt":"Take the documentation site at https://docs.linear.app and compile a ready-to-consume /llms.txt manifest and JSON-LD schema bundle so my agent can understand Linear's API without me manually curating it."},{"title":"Preparing third-party API context for MCP","prompt":"I'm building an MCP workflow that needs to understand how Notion's API works — can you crawl https://developers.notion.com and generate a standards-compliant /llms.txt and JSON-LD context bundle for it?"},{"title":"Bootstrapping agent documentation for internal tools","prompt":"We have an internal developer portal at https://docs.acme-internal.dev — crawl it and produce an /llms.txt manifest so our AI agents can discover and use our internal APIs automatically."}],"resultDescription":"Returns a standards-compliant /llms.txt manifest file and a JSON-LD schema bundle derived from the crawled website, structured for direct consumption by AI agents, LLM systems, and MCP/A2A workflows. The output encodes the site's documentation structure, key endpoints, and semantic metadata in agent-readable format.","failureModes":["Invalid or unreachable URL returns an error — ensure the target site is publicly accessible","Paywalled or login-gated documentation sites may produce incomplete or empty manifests","Very large documentation sites may result in truncated output if crawl depth limits are hit","Sites that block crawlers via robots.txt or rate limiting may fail silently or return partial results","Malformed URL input (missing scheme, typos) returns a validation error"],"whenToPreferThis":"Choose this endpoint when you need to make any external documentation site or SaaS product discoverable and consumable by AI agents without manual curation. It is ideal for bootstrapping /llms.txt manifests for sites that don't provide one natively, preparing third-party API context for MCP or A2A pipelines, or rapidly onboarding new tools into an agent's knowledge base. Prefer this over manual documentation extraction when you need structured, standards-compliant output (JSON-LD + /llms.txt) in a single call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T12:51:16.018Z","isFirstParty":false,"canonicalSlug":"whale-momentum-agentdiet-dev-automated-llms-txt-agent-documentation-2531050a"}