# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from workflows.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 a JSON-LD schema bundle ready for AI agent consumption

## Facts

- Endpoint: GET https://workflows.agentdiet.dev/v1/discovery-manifest?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: workflows.agentdiet.dev
- Website: https://workflows.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/workflows-agentdiet-dev-automated-llms-txt-agent-documentation-8727fab8
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_IYD_fdF6LAiWB4hYskmvs

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 workflows-agentdiet-dev-automated-llms-txt-agent-documentation-8727fab8
```

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

## When to prefer this

Choose this endpoint when you need to programmatically generate an /llms.txt manifest and JSON-LD schema bundle from any public documentation or SaaS site without manually writing or maintaining these files. Ideal for teams who want to make their own product discoverable by AI agents, or for agents that need to ingest third-party documentation into a structured, standards-compliant format. Prefer this over manual /llms.txt authoring or generic web scrapers that don't output agent-ready schema formats.

## Known failure modes

- Invalid or unreachable URL returns an error — ensure the target URL is publicly accessible
- Private or auth-gated documentation sites may not be fully crawled, resulting in incomplete manifests
- Very large documentation sites may produce truncated output if content exceeds crawl limits
- Malformed website HTML or non-standard doc structures may degrade JSON-LD schema quality
- Payment not processed (x402) results in 402 response before any crawl is attempted

## 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://workflows.agentdiet.dev/v1/discovery-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from crawling the target website. The manifest follows the /llms.txt specification so AI agents and LLMs can consume the site's documentation context directly, along with structured schema metadata for agent discovery.

## 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/workflows-agentdiet-dev-automated-llms-txt-agent-documentation-8727fab8/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from workflows.agentdiet.dev](https://www.zero.xyz/host/workflows.agentdiet.dev/llms.txt)