{"uid":"cap_GCITsssj6az1JPx8GoClJ","slug":"hn-pulse-agentdiet-dev-automated-llms-txt-agent-documentation-context-1569cc06","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://hn-pulse.agentdiet.dev/v1/agent-manifest)","url":"https://hn-pulse.agentdiet.dev/v1/agent-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":"0.015","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_gXWPDA7HH_S47i_K72NIt","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.015","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"hn-pulse.agentdiet.dev","brandSlug":"hn-pulse-agentdiet-dev-mpp","brandBaseUrl":"https://hn-pulse.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":"Can you crawl https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so AI agents can properly understand and consume Stripe's documentation?","exampleUseCases":[{"title":"AI-ready docs for a SaaS product","prompt":"Please crawl https://docs.notion.so and compile an /llms.txt manifest with JSON-LD schemas so my AI agent can reference Notion's documentation without hallucinating API details."},{"title":"Open-source project agent context","prompt":"Can you generate an /llms.txt manifest for https://langchain.readthedocs.io so other agents in my pipeline can discover and understand LangChain's capabilities automatically?"},{"title":"Internal tool documentation packaging","prompt":"I need to make our internal developer portal at https://dev.acmecorp.com/docs discoverable by AI agents — can you crawl it and produce a standards-compliant /llms.txt and JSON-LD schema bundle?"}],"resultDescription":"A standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from crawling the target website. The output provides AI agents with a structured, machine-readable representation of the site's documentation, API capabilities, and semantic metadata — enabling agents to consume the site's content without re-crawling or hallucinating structure.","failureModes":["Invalid or unreachable URL returns an error with no manifest","Sites with heavy JavaScript rendering may yield incomplete crawl results","Password-protected or bot-blocked sites may fail to crawl","Very large documentation sites may produce truncated or partial manifests","Malformed URL input causes a validation error","Sites without structured content may yield low-quality JSON-LD output"],"whenToPreferThis":"Choose this endpoint when you need to make any external documentation or SaaS site immediately consumable by AI agents via a standards-compliant /llms.txt manifest. It is ideal when you want to avoid manually authoring llms.txt files, when onboarding a new tool into an agent pipeline, or when you need JSON-LD schema bundles alongside the manifest. Prefer this over manual documentation ingestion when the target site changes frequently or when you need a single-call, structured output that conforms to emerging agent-web standards.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:24:26.802Z","isFirstParty":false,"canonicalSlug":"hn-pulse-agentdiet-dev-automated-llms-txt-agent-documentation-context-1d919a40"}