# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from hn-pulse.agentdiet.dev, paid per call via MPP, $0.015/call, status unknown (last checked 2026-10-21).

Crawls any documentation or SaaS website URL and generates a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle for AI agent consumption

## Facts

- Endpoint: GET https://hn-pulse.agentdiet.dev/v1/llms-txt?utm_source=zero.xyz
- Price: $0.015/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: hn-pulse.agentdiet.dev
- Website: https://hn-pulse.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/hn-pulse-agentdiet-dev-automated-llms-txt-agent-documentation-context-1d919a40
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ot3u0c0bDCVXhR0m5Bn8_

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 hn-pulse-agentdiet-dev-automated-llms-txt-agent-documentation-context-1d919a40
```

Example prompt: Crawl the documentation at https://stripe.com/docs and compile a standards-compliant llms.txt manifest and JSON-LD schema bundle so AI agents can understand and use the Stripe API.

## When to prefer this

Choose this endpoint when you need to make any web-based documentation or SaaS site AI-agent-readable by generating a compliant /llms.txt manifest. It is especially useful when onboarding a new tool or API into an agent workflow, when you want structured JSON-LD context from an existing site, or when a site does not already publish its own /llms.txt. Prefer this over manual documentation parsing or custom scrapers when you need a standards-compliant output with minimal setup.

## Known failure modes

- Target URL is unreachable or returns non-200 status — crawl fails with error response
- URL points to a site with bot-blocking or aggressive rate limiting — partial or empty manifest returned
- Malformed or missing URL parameter — request rejected with validation error
- Site has no meaningful documentation structure — low-quality or sparse manifest output
- Payment authorization fails (x402) — request blocked before crawl begins

## 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://hn-pulse.agentdiet.dev/v1/llms-txt)

## Output

A standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from the crawled website, ready for AI agent consumption. The output is a structured JSON object containing the agent-readable documentation context derived from the target URL.

## 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/hn-pulse-agentdiet-dev-automated-llms-txt-agent-documentation-context-1d919a40/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from hn-pulse.agentdiet.dev](https://www.zero.xyz/host/hn-pulse.agentdiet.dev/llms.txt)