# 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 site URL and generates a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle for AI agent consumption

## Facts

- Endpoint: GET https://shopify-spy.agentdiet.dev/v1/llms-txt-compiler?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-8320c66f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_kwzxkPDBBv7UzH1z2dteM

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-8320c66f
```

Example prompt: Crawl https://docs.stripe.com and compile a standards-compliant /llms.txt manifest and JSON-LD schema bundle so AI agents can discover and consume Stripe's documentation.

## When to prefer this

Choose this endpoint when you need to quickly generate a machine-readable /llms.txt manifest and JSON-LD context bundle from any existing documentation or SaaS website without manually authoring the file. It is ideal for AI agent pipelines that need to onboard new tools, index third-party APIs, or make any web-based documentation discoverable by LLMs at low cost ($0.01/call).

## Known failure modes

- Invalid or unreachable URL returns an error with no manifest
- Sites with aggressive bot-blocking or CAPTCHAs may return incomplete or empty content
- Very large documentation sites may produce truncated manifests
- Missing required 'url' query parameter returns a validation error
- Non-documentation pages may yield low-signal or poorly structured manifests

## 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-compiler)

## Output

Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from crawling the target website, structured for direct consumption by AI agents and LLM-based tools.

## 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-8320c66f/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)