# 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 and generates a standards-compliant /llms.txt manifest plus a JSON-LD schema bundle for agent consumption

## Facts

- Endpoint: GET https://hn-pulse.agentdiet.dev/v1/discovery-manifest?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-d215e0e7
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_45ThRHhKycGd6MWROKdQC

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-d215e0e7
```

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

## When to prefer this

Choose this endpoint when you need to make any website or SaaS documentation instantly consumable by AI agents in the /llms.txt standard format. It is the right choice when you want a ready-to-use manifest without manually authoring one, when onboarding a third-party docs site into an agent workflow, or when you need both /llms.txt and JSON-LD output in a single call.

## Known failure modes

- Invalid or unreachable URL returns an error response
- Protected or bot-blocked sites may return incomplete manifests
- Very large documentation sites may time out or return partial results
- Dynamically rendered JavaScript-heavy sites may yield incomplete content extraction
- Malformed URL input fails schema validation

## 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/discovery-manifest)

## Output

Returns a standards-compliant /llms.txt manifest document and a JSON-LD schema bundle compiled from the crawled website, ready for agent ingestion. The output enables AI agents to understand the site's structure, capabilities, and documentation context in a machine-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/hn-pulse-agentdiet-dev-automated-llms-txt-agent-documentation-context-d215e0e7/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)