# 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, $0.01/call, status unknown (last checked 2026-10-23).

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: POST https://hn-pulse.agentdiet.dev/v1/llms-txt?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-23
- 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-5f54f21b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1o_Pv3OMF1P8oMtg2ipOL

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-5f54f21b -d '<json body>'
```

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

## When to prefer this

Choose this endpoint when you need to rapidly onboard a documentation or SaaS website into an agent-readable format, particularly when you need a standards-compliant /llms.txt manifest and JSON-LD schema bundle in a single automated step rather than manually authoring the file. Ideal for developers publishing agent context for their own products or agents needing to ingest third-party documentation at runtime.

## Known failure modes

- Invalid or unreachable URL returns an error response
- Site blocks crawlers (robots.txt, Cloudflare) resulting in empty or partial manifest
- Dynamically-rendered JavaScript-heavy sites may yield incomplete extraction
- Malformed URL input fails schema validation
- Payment failure via x402 prevents execution

## 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

Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle compiled from the crawled documentation or SaaS site, structured for direct AI agent consumption and LLM context ingestion.

## 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-5f54f21b/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)