# 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

## Facts

- Endpoint: GET https://shopify-intel.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-intel.agentdiet.dev
- Website: https://shopify-intel.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/shopify-intel-agentdiet-dev-automated-llms-txt-agent-documentation-50b608d1
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_6uz_gcz9Pyh3cVFpud1UE

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-intel-agentdiet-dev-automated-llms-txt-agent-documentation-50b608d1
```

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

## When to prefer this

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.

## Known failure modes

- 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

## 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.

## 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-intel-agentdiet-dev-automated-llms-txt-agent-documentation-50b608d1/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from shopify-intel.agentdiet.dev](https://www.zero.xyz/host/shopify-intel.agentdiet.dev/llms.txt)