# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from llms-generator.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://llms-generator.agentdiet.dev/paid?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: llms-generator.agentdiet.dev
- Website: https://llms-generator.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/llms-generator-agentdiet-dev-automated-llms-txt-agent-documentation-976e1235
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_XHnPplw7ZeSMNmVrAi5Hz

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 llms-generator-agentdiet-dev-automated-llms-txt-agent-documentation-976e1235
```

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

## When to prefer this

Choose this endpoint when you need to make any documentation or SaaS website AI-agent-readable by producing a standards-compliant /llms.txt manifest. It is ideal when you want to automate the preparation of LLM context from external or internal documentation sites rather than manually curating agent context. Prefer this over generic web scrapers when you specifically need a structured /llms.txt and JSON-LD output suitable for MCP or agent discovery pipelines.

## Known failure modes

- Invalid or unreachable URL returns an error with no manifest generated
- Site blocks crawlers (robots.txt disallow or IP block) causing incomplete or empty manifest
- Timeout on large or slow documentation sites resulting in partial output
- Malformed or non-documentation pages yield a low-quality or near-empty manifest
- Payment not processed (x402 failure) results in 402 response with no content

## 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://llms-generator.agentdiet.dev/paid)

## Output

Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle derived from crawling the provided URL, structured so AI agents and LLMs can directly consume the documentation context, discover endpoints, and reference accurate content without hallucination.

## 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/llms-generator-agentdiet-dev-automated-llms-txt-agent-documentation-976e1235/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from llms-generator.agentdiet.dev](https://www.zero.xyz/host/llms-generator.agentdiet.dev/llms.txt)