# 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 produces a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle for AI agent consumption

## Facts

- Endpoint: POST https://serp-extract.agentdiet.dev/v1/discovery-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-60ab0955
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_JdkQxxwjsXrIXQezgAEd7

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-60ab0955 -d '<json body>'
```

Example prompt: Crawl the Stripe documentation site at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle I can feed to my AI agents.

## When to prefer this

Choose this endpoint when you need to make any documentation or SaaS website consumable by AI agents in a standardized format (/llms.txt + JSON-LD). Ideal when onboarding a new external tool into an agent workflow, building an agent that needs to understand third-party APIs, or publishing your own service's agent-readable manifest. Prefer over manual llms.txt authoring or generic web scrapers when you need structured, standards-compliant agent context output in a single call.

## Known failure modes

- URL is unreachable or returns non-200 status — crawl fails with error
- Site blocks crawlers via robots.txt or Cloudflare — partial or empty manifest returned
- URL points to a login-gated or paywalled page — incomplete extraction
- Malformed or missing URL input — validation error returned
- Site has very sparse or unstructured documentation — 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://serp-extract.agentdiet.dev/v1/discovery-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and accompanying JSON-LD schema bundle derived from crawling the provided URL, formatted for direct consumption by AI agents and LLM-based systems. The output includes structured capability descriptions, endpoint summaries, and schema annotations ready for MCP or A2A agent pipelines.

## 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-60ab0955/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)