# 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 JSON-LD schema bundle for AI agent consumption

## Facts

- Endpoint: GET https://workflows.agentdiet.dev/v1/llms-txt?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-f8f9fcd8
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_f_8HS88O_nLH819sPsBlf

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-f8f9fcd8
```

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

## When to prefer this

Choose this endpoint when you need to automatically make any public documentation or SaaS site readable and navigable by AI agents, especially when you want a standards-compliant /llms.txt output without manually authoring one. Ideal for agent developers who need to ground LLMs with third-party docs, or for SaaS teams who want to publish machine-readable context. Prefer over generic scrapers when the target output format specifically needs to conform to the /llms.txt standard with JSON-LD enrichment.

## Known failure modes

- Invalid or unreachable URL returns an error with no manifest generated
- Private or login-gated documentation sites may return incomplete or empty manifests
- Very large sites may produce truncated manifests if crawl depth limits are hit
- Malformed HTML or JavaScript-rendered pages may yield poor-quality extraction
- Rate limiting or blocking by the target site may cause crawl failure

## 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/llms-txt)

## Output

Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from the crawled website, structured for direct consumption by AI agents and LLM-based systems. The output includes organized documentation links, descriptions, and semantic metadata that agents can use to navigate and understand the target site.

## 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-f8f9fcd8/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)