# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from whale-momentum.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://whale-momentum.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: whale-momentum.agentdiet.dev
- Website: https://whale-momentum.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/whale-momentum-agentdiet-dev-automated-llms-txt-agent-documentation-2531050a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_LqJAvGaZFwGeIKY-KQIet

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 whale-momentum-agentdiet-dev-automated-llms-txt-agent-documentation-2531050a
```

Example prompt: Can you crawl the Stripe documentation at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so my AI agent can consume it?

## When to prefer this

Choose this endpoint when you need to make any documentation or SaaS website's content consumable by AI agents in a structured, standards-compliant format (/llms.txt + JSON-LD). It is ideal for building agent context pipelines, MCP tool discovery, or bootstrapping LLM knowledge about a product from its live docs — especially when you need the output to conform to IETF MPP and MCP standards rather than a raw scrape.

## Known failure modes

- Invalid or unreachable URL returns an error with no manifest generated
- Site blocks crawlers (robots.txt or CAPTCHA) leading to partial or empty output
- Dynamically rendered JavaScript-heavy sites may yield incomplete documentation extraction
- Malformed or deeply nested documentation structures may reduce manifest quality
- Payment failure via x402 results in HTTP 402 and no content returned

## 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://whale-momentum.agentdiet.dev/v1/llms-txt)

## Output

Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from crawling the target URL, ready for AI agent and LLM consumption via MCP or direct injection

## 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/whale-momentum-agentdiet-dev-automated-llms-txt-agent-documentation-2531050a/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from whale-momentum.agentdiet.dev](https://www.zero.xyz/host/whale-momentum.agentdiet.dev/llms.txt)