# 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/agent-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-ce0e56b4
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1bH0_jqqhpa58EetoJ7JW

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-ce0e56b4
```

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 consume Stripe's documentation?

## When to prefer this

Choose this endpoint when you need to make any documentation or SaaS website natively readable by AI agents via a standards-compliant /llms.txt manifest. It is especially useful when bootstrapping agent context for third-party tools, auditing competitor AI-readiness, or generating JSON-LD schema bundles without manually authoring them. Prefer this over manual documentation scraping when you need the output to conform to the emerging /llms.txt standard.

## Known failure modes

- Target URL is unreachable or returns non-200 status — crawl fails with error response
- URL points to a login-gated or JavaScript-heavy SPA that cannot be statically crawled
- Malformed or missing URL parameter returns validation error
- Site has robots.txt restrictions blocking crawl
- Response schema is generic object — actual structure may vary by site crawled

## 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/agent-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from the crawled documentation or SaaS site, structured for direct consumption by AI agents and LLM-based systems.

## 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-ce0e56b4/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)