# 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-manifest?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-65879991
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_542fzFF2E9DTEf-Zbv_YW

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-65879991 -d '<json body>'
```

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 easily consume Stripe's documentation?

## When to prefer this

Use this endpoint when you need to programmatically generate an llms.txt manifest or JSON-LD schema bundle from any public documentation or SaaS website, especially for making third-party docs AI-agent-readable without manual authoring. Prefer this over manually writing llms.txt files or using generic web scrapers that don't output agent-compatible formats. Best suited for agent infrastructure builders, MCP server operators, and developers wanting to expose documentation context to AI workflows.

## Known failure modes

- Target URL is unreachable or returns non-200 status — crawl fails with error
- URL points to a login-gated or paywalled site — incomplete or empty manifest returned
- Malformed or missing URL parameter — validation error returned
- Site has aggressive bot-blocking or CAPTCHA — crawl may be partial or fail
- Very large documentation sites may produce truncated output within token limits
- Non-documentation URLs (e.g. social media pages) yield 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://serp-extract.agentdiet.dev/v1/agent-manifest)

## Output

A standards-compliant /llms.txt manifest and JSON-LD schema bundle derived from crawling the target site, structured for direct consumption by AI agents, LLM orchestrators, and MCP-compatible tooling. Includes organized documentation context, endpoint descriptions, and metadata following the llms.txt specification.

## 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-65879991/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)