# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from x402-audit.agentdiet.dev, paid per call via MPP, $0.015/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://x402-audit.agentdiet.dev/v1/discovery-manifest?utm_source=zero.xyz
- Price: $0.015/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: x402-audit.agentdiet.dev
- Website: https://x402-audit.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/x402-audit-agentdiet-dev-automated-llms-txt-agent-documentation-51680864
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_CDkr8awAzzuuzKpftX3OP

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 x402-audit-agentdiet-dev-automated-llms-txt-agent-documentation-51680864
```

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

## When to prefer this

Choose this endpoint when you need to programmatically generate a machine-readable /llms.txt manifest and JSON-LD schema from any existing documentation or SaaS website without manual authoring. It is especially useful when onboarding a new tool or service into an AI agent workflow and you need structured context that an LLM can consume efficiently. Prefer this over manual llms.txt authoring or generic web scrapers when you need standards-compliant output specifically formatted for agent discovery.

## Known failure modes

- Invalid or unreachable URL returns an error — target site must be publicly accessible
- Heavily JavaScript-rendered pages may yield incomplete content if the crawler cannot execute JS
- Very large documentation sites may time out or return partial manifests
- Sites with aggressive bot-blocking or CAPTCHAs may fail to crawl
- Malformed or non-documentation URLs may produce low-quality or empty 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://x402-audit.agentdiet.dev/v1/discovery-manifest)

## Output

A standards-compliant /llms.txt manifest file and a JSON-LD schema bundle derived from crawling the provided website, formatted for direct consumption by AI agents and LLM-powered tools. The response object contains the structured documentation context, agent-readable summaries, and schema metadata extracted from the target site.

## 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/x402-audit-agentdiet-dev-automated-llms-txt-agent-documentation-51680864/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from x402-audit.agentdiet.dev](https://www.zero.xyz/host/x402-audit.agentdiet.dev/llms.txt)