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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 shopify-intel.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://shopify-intel.agentdiet.dev/v1/discovery-manifest)
Output
Returns a structured object containing a standards-compliant /llms.txt manifest and an accompanying JSON-LD schema bundle derived from the crawled website, ready for AI agent ingestion as documentation context.
Example use cases
Making SaaS docs agent-readable
“Crawl the Notion docs site at https://developers.notion.com and generate an /llms.txt manifest and JSON-LD bundle I can feed into my AI agent as structured context.”
Bootstrapping LLM context for internal tools
“Take our internal documentation at https://docs.acme-internal.io and compile a ready-to-consume /llms.txt manifest so our AI assistant can answer questions about our systems.”
Indexing a competitor's public docs
“Crawl https://docs.shopify.com and produce a standards-compliant /llms.txt and JSON-LD schema bundle — I want my agent to be able to reference Shopify's API documentation directly.”
Technical details
Endpoint
GEThttps://shopify-intel.agentdiet.dev/v1/discovery-manifest?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to programmatically make any external documentation or SaaS website consumable by AI agents via the /llms.txt standard — especially when you don't control the target site and cannot manually author a manifest. Prefer over manual authoring when the site changes frequently or when you need a JSON-LD schema bundle alongside the /llms.txt file.
Side effects
- Invalid or unreachable URL returns an error with no manifest
- Site blocks crawlers (robots.txt disallowed), resulting in empty or partial output
- Dynamically rendered JavaScript-heavy sites may yield incomplete content extraction
- Payment failure (HTTP 402) if x402 payment is not completed before the request
- Timeouts on very large documentation sites with many pages
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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