# 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 a JSON-LD schema bundle for AI agent consumption

## Facts

- Endpoint: GET https://shopify-spy.agentdiet.dev/v1/discovery-manifest?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-cae563d0
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_i0i5VE6U7B189MBGwjHP9

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-cae563d0
```

Example prompt: Can you crawl https://docs.stripe.com and generate 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

Use this endpoint when you need to programmatically make any documentation or SaaS website discoverable by AI agents via the /llms.txt standard. It's the right choice when you want a turnkey solution that combines crawling, context extraction, and standards-compliant manifest generation in a single API call, especially when targeting MCP or x402-compatible agent pipelines.

## Known failure modes

- URL is unreachable or returns non-200 HTTP status — crawl fails with error response
- Target site blocks crawlers via robots.txt or rate limiting — partial or empty manifest returned
- Malformed or missing URL parameter — request rejected with validation error
- Site has no meaningful documentation structure — output manifest may be sparse or low-quality
- Large documentation sites may time out during crawl — incomplete bundle returned

## 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/discovery-manifest)

## Output

Returns a structured object containing a standards-compliant /llms.txt manifest and a JSON-LD schema bundle compiled from the crawled website, ready for AI agent consumption and MCP/x402-compatible discovery flows.

## 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-cae563d0/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)