# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from github-audit.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://github-audit.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: github-audit.agentdiet.dev
- Website: https://github-audit.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/github-audit-agentdiet-dev-automated-llms-txt-agent-documentation-2668269b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_m0oFXG0hM1Z43W4kZeRS-

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 github-audit-agentdiet-dev-automated-llms-txt-agent-documentation-2668269b
```

Example prompt: Can you crawl the documentation at https://stripe.com/docs and compile a ready-to-use /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 quickly make any documentation or SaaS website consumable by AI agents without manually writing an /llms.txt file. It is ideal for agent pipelines that need to onboard new tools dynamically, for developers wanting to expose their docs in the emerging /llms.txt standard, or for AI systems that need structured JSON-LD context from third-party services.

## Known failure modes

- Invalid or unreachable URL returns an error
- Private/authenticated documentation sites behind login walls cannot be crawled
- Very large documentation sites may produce truncated or incomplete manifests
- Sites with aggressive bot-blocking may fail to crawl
- Malformed URLs (missing protocol, typos) trigger input validation errors

## 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://github-audit.agentdiet.dev/v1/agent-manifest)

## Output

Returns a standards-compliant /llms.txt manifest file and an accompanying JSON-LD schema bundle derived from crawling the submitted website, structured for direct consumption by AI agents and LLM-based systems.

## 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/github-audit-agentdiet-dev-automated-llms-txt-agent-documentation-2668269b/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from github-audit.agentdiet.dev](https://www.zero.xyz/host/github-audit.agentdiet.dev/llms.txt)