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Automated /llms.txt & Agent Documentation Context Compiler
Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from onchain-risk.agentdiet.dev, paid per call via MPP, $0.01/call, status unknown (last checked 2026-10-21).
Crawls any documentation or SaaS website and generates a standards-compliant /llms.txt manifest plus JSON-LD schema bundle for AI agent consumption
Price / call$0.01
Success—
StatusUnknown
How this service works
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://onchain-risk.agentdiet.dev/v1/discovery-manifest)
Output
Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from crawling the target URL. The manifest summarizes the site's capabilities, endpoints, and documentation in a format optimized for LLM and AI agent consumption, following the /llms.txt standard and IETF MCP conventions.
Example use cases
API docs agent discovery setup
“Crawl https://docs.openai.com and produce a ready-to-use /llms.txt manifest and JSON-LD bundle so I can make those docs instantly discoverable by any AI agent.”
SaaS product onboarding for agents
“My SaaS homepage is at https://linear.app — can you generate a standards-compliant /llms.txt manifest for it so AI agents know what Linear does and how to use it?”
Internal tool documentation packaging
“I have internal docs at https://docs.notion.so — compile an /llms.txt and JSON-LD schema bundle from that site so our agent fleet can consume the documentation directly.”
Technical details
Endpoint
GEThttps://onchain-risk.agentdiet.dev/v1/discovery-manifest?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to make any public documentation or SaaS site immediately consumable by AI agents via the /llms.txt standard. It is ideal for bootstrapping agent context files without manually authoring llms.txt, and is especially valuable when onboarding a new tool or API into an agent pipeline. Prefer it over manual authoring or generic scrapers when you need structured, standards-compliant JSON-LD alongside the manifest.
Side effects
- Target URL is unreachable or returns non-200 HTTP status — crawl fails with an error response
- URL points to a login-gated or JavaScript-heavy SPA that cannot be crawled statically
- Malformed or missing 'url' query parameter — returns 400 validation error
- Rate limiting or bot-blocking on the target site prevents full crawl
- Payment not processed (x402 402 Payment Required) — endpoint returns 402 before delivering result
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Website URL to crawl and generate a ready-to-consume /llms.txt manifest for |
Output
Schema · Response
{
"type": "object"
}Reviews
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