# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from shopify-spy.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

## Facts

- Endpoint: GET https://shopify-spy.agentdiet.dev/v1/llms-txt?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: shopify-spy.agentdiet.dev
- Website: https://shopify-spy.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/shopify-spy-agentdiet-dev-automated-llms-txt-agent-documentation-cee50d00
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_lsXNiDl2TkmnuhLpv5NDb

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability shopify-spy-agentdiet-dev-automated-llms-txt-agent-documentation-cee50d00
```

Example prompt: Crawl the docs at https://stripe.com/docs and compile a standards-compliant /llms.txt manifest and JSON-LD schema bundle so my AI agent can understand what Stripe offers.

## When to prefer this

Choose this endpoint when you need to make any external documentation or SaaS website consumable by AI agents in a standardized format. It is ideal when you want to onboard a new tool or API into an agent workflow and need a machine-readable /llms.txt manifest without manually authoring one. Prefer this over generic web scrapers when the output format must be standards-compliant (llms.txt spec) and include JSON-LD schema annotations for agent interoperability.

## Known failure modes

- URL is unreachable or returns a non-200 status — crawl fails with an error
- Target site blocks crawlers via robots.txt or rate limiting — partial or no content returned
- URL points to a dynamic JavaScript-rendered site that requires a headless browser — content may be incomplete
- Malformed or empty URL input — validation error returned
- Site has no structured documentation — output manifest may be sparse or low-quality

## 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-spy.agentdiet.dev/v1/llms-txt)

## Output

A standards-compliant /llms.txt manifest and JSON-LD schema bundle derived from the crawled website, structured for direct consumption by AI agents and LLM-based tools, describing the site's capabilities, endpoints, and documentation structure.

## Request schema (JSON Schema)

```json
{
 "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"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object"
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/shopify-spy-agentdiet-dev-automated-llms-txt-agent-documentation-cee50d00/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from shopify-spy.agentdiet.dev](https://www.zero.xyz/host/shopify-spy.agentdiet.dev/llms.txt)