# 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 for AI agent consumption

## Facts

- Endpoint: GET https://workflows.agentdiet.dev/v1/agent-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-1e8e2e43
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_-MVEKRlejj6BOtmxLpKc_

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-1e8e2e43
```

Example prompt: Can you crawl https://docs.stripe.com and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle that AI agents can use to understand the Stripe documentation?

## When to prefer this

Choose this endpoint when you need to automatically generate an /llms.txt manifest or JSON-LD agent context bundle from any publicly accessible documentation or SaaS site, especially when you want a standards-compliant, agent-ready artifact without manually authoring it. Prefer this over manual context extraction when the target site is a structured documentation portal or SaaS landing page and you need the output in a well-defined schema format consumable by MCP or A2A agents.

## Known failure modes

- Invalid or unreachable URL returns an error — site may be behind authentication or bot protection
- Sparse or JavaScript-heavy sites may yield incomplete manifests if content is not server-rendered
- Rate limiting or bot-blocking by the target site may result in partial or empty output
- Malformed URL input returns a validation error
- Very large documentation sites may time out or return incomplete results within a single call

## 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/agent-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle compiled from the crawled website, structured for direct consumption by AI agents and LLMs seeking to understand the site's documentation or capabilities.

## 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-1e8e2e43/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)