# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from serp-extract.agentdiet.dev, paid per call via MPP, $0.01/call, status unknown (last checked 2026-10-23).

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: POST https://serp-extract.agentdiet.dev/v1/agent-card?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-23
- Activations on Zero: 0
- Provider: serp-extract.agentdiet.dev
- Website: https://serp-extract.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/serp-extract-agentdiet-dev-automated-llms-txt-agent-documentation-76c82c0c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Gdq8PbXaaxUQ2v6eFwaA4

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 serp-extract-agentdiet-dev-automated-llms-txt-agent-documentation-76c82c0c -d '<json body>'
```

Example prompt: Crawl the documentation at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so AI agents can understand and use that site.

## When to prefer this

Choose this endpoint when you need to make any documentation or SaaS website AI-agent-readable by generating a standards-compliant /llms.txt manifest and JSON-LD schema. It is ideal for bootstrapping agent context from external or third-party docs, preparing your own product site for agent discovery, or auditing the agent-readiness of any web property — all in a single $0.01 API call.

## Known failure modes

- URL is unreachable or returns non-200 status — crawl fails with error
- Target site blocks crawlers via robots.txt or Cloudflare — partial or empty manifest returned
- URL points to login-gated content — only publicly accessible pages are compiled
- Malformed or empty documentation site — output manifest may be sparse or incomplete
- Invalid URL format in input — validation error 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://serp-extract.agentdiet.dev/v1/agent-card)

## Output

Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from crawling the target URL, structured for direct consumption by AI agents and LLM toolchains.

## 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/serp-extract-agentdiet-dev-automated-llms-txt-agent-documentation-76c82c0c/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from serp-extract.agentdiet.dev](https://www.zero.xyz/host/serp-extract.agentdiet.dev/llms.txt)