# 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 a JSON-LD schema bundle for AI agent consumption

## Facts

- Endpoint: GET https://whale-momentum.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: 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-5736e7db
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1Uiy83Eq3wiYwcCx1t15x

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-5736e7db
```

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

## When to prefer this

Choose this endpoint when you need to automatically generate an /llms.txt manifest and JSON-LD schema bundle from an existing documentation or SaaS website, especially when you want standards-compliant output (IETF MPP, MCP) without manually authoring the manifest. It is ideal for agent-first developers who want to make their own or third-party documentation discoverable by AI systems, and for workflows where the target site does not already publish an /llms.txt file.

## Known failure modes

- URL is unreachable or returns non-200 status — crawl fails with an error response
- Provided URL is not a documentation or SaaS site — output may be incomplete or malformed
- Site uses heavy JavaScript rendering that blocks the crawler — content may be partially extracted
- URL is behind authentication or a paywall — crawler cannot access gated content
- Rate limiting or bot-detection on the target site — crawl may be blocked or throttled

## 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/agent-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and an accompanying JSON-LD schema bundle derived from the crawled documentation or SaaS site, formatted for direct consumption by AI agents and LLM-based workflows.

## 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-5736e7db/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)