# 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 JSON-LD schema bundle for AI agent consumption

## Facts

- Endpoint: GET https://hn-pulse.agentdiet.dev/v1/agent-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-1569cc06
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_GCITsssj6az1JPx8GoClJ

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-1569cc06
```

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

## When to prefer this

Choose this endpoint when you need to make any external documentation or SaaS site immediately consumable by AI agents via a standards-compliant /llms.txt manifest. It is ideal when you want to avoid manually authoring llms.txt files, when onboarding a new tool into an agent pipeline, or when you need JSON-LD schema bundles alongside the manifest. Prefer this over manual documentation ingestion when the target site changes frequently or when you need a single-call, structured output that conforms to emerging agent-web standards.

## Known failure modes

- Invalid or unreachable URL returns an error with no manifest
- Sites with heavy JavaScript rendering may yield incomplete crawl results
- Password-protected or bot-blocked sites may fail to crawl
- Very large documentation sites may produce truncated or partial manifests
- Malformed URL input causes a validation error
- Sites without structured content may yield low-quality JSON-LD output

## 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/agent-manifest)

## Output

A standards-compliant /llms.txt manifest and a JSON-LD schema bundle derived from crawling the target website. The output provides AI agents with a structured, machine-readable representation of the site's documentation, API capabilities, and semantic metadata — enabling agents to consume the site's content without re-crawling or hallucinating structure.

## 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-1569cc06/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)