# 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 site URL and returns a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle ready for AI agent consumption

## Facts

- Endpoint: GET https://whale-momentum.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: 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-6894e5fa
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_lI2bF0lrsUxOXBRRntdLj

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-6894e5fa
```

Example prompt: Crawl the Stripe documentation at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so I can feed it directly to my AI agent.

## When to prefer this

Choose this endpoint when you need to make any external documentation site or SaaS product discoverable and consumable by AI agents without manual curation. It is ideal for bootstrapping /llms.txt manifests for sites that don't provide one natively, preparing third-party API context for MCP or A2A pipelines, or rapidly onboarding new tools into an agent's knowledge base. Prefer this over manual documentation extraction when you need structured, standards-compliant output (JSON-LD + /llms.txt) in a single call.

## Known failure modes

- Invalid or unreachable URL returns an error — ensure the target site is publicly accessible
- Paywalled or login-gated documentation sites may produce incomplete or empty manifests
- Very large documentation sites may result in truncated output if crawl depth limits are hit
- Sites that block crawlers via robots.txt or rate limiting may fail silently or return partial results
- Malformed URL input (missing scheme, typos) returns a validation error

## 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/discovery-manifest)

## Output

Returns a standards-compliant /llms.txt manifest file and a JSON-LD schema bundle derived from the crawled website, structured for direct consumption by AI agents, LLM systems, and MCP/A2A workflows. The output encodes the site's documentation structure, key endpoints, and semantic metadata in agent-readable format.

## 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-6894e5fa/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)