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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/llms-txt)
Output
Returns a standards-compliant /llms.txt manifest and accompanying JSON-LD schema bundle derived from crawling the target URL, structured for direct consumption by AI agents, LLM pipelines, and MCP-compatible tools.
Example use cases
Agent-ready API docs for SaaS
“Can you crawl https://docs.openai.com and generate a ready-to-consume /llms.txt manifest with JSON-LD schema so my AI agents can pull context from OpenAI's documentation?”
llms.txt for internal developer portal
“I need you to crawl our internal developer portal at https://developers.acme.com and compile a standards-compliant /llms.txt file and JSON-LD bundle so our AI tools can reference it natively.”
Quick llms.txt for a Shopify store docs
“Please generate an /llms.txt manifest for https://help.shopify.com so I can feed it into my agent pipeline — I need the full JSON-LD schema bundle too.”
Technical details
Endpoint
GEThttps://shopify-intel.agentdiet.dev/v1/llms-txt?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to programmatically convert any existing documentation or SaaS site into an AI-agent-readable /llms.txt manifest without manual authoring. Prefer it over manual llms.txt creation or generic web scrapers when you specifically need standards-compliant output (IETF MPP, JSON-LD) ready for MCP and A2A pipelines. Particularly useful for teams onboarding existing documentation into agent workflows at scale.
Side effects
- Invalid or unreachable URL returns an error with no manifest generated
- Password-protected or bot-blocked sites may yield incomplete or empty manifests
- Sites with heavy JavaScript rendering may produce partial extraction
- Rate-limited or slow target sites may cause timeouts
- Malformed HTML or non-documentation pages may result in low-quality manifest output
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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