# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from mcp-security.agentdiet.dev, paid per call via MPP, $0.01/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://mcp-security.agentdiet.dev/v1/llms-txt-compiler?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: mcp-security.agentdiet.dev
- Website: https://mcp-security.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/mcp-security-agentdiet-dev-automated-llms-txt-agent-documentation-26225a7e
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_sK94wfws352XaMIWAY8yj

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 mcp-security-agentdiet-dev-automated-llms-txt-agent-documentation-26225a7e
```

Example prompt: Crawl the Stripe documentation at https://stripe.com/docs and compile a standards-compliant /llms.txt manifest and JSON-LD schema bundle I can use to give AI agents structured context about their API.

## When to prefer this

Choose this endpoint when you need to quickly produce a machine-readable /llms.txt manifest or JSON-LD agent context bundle from any documentation or SaaS site without manually authoring the file. It is especially valuable when onboarding a third-party tool into an agent workflow, preparing your own docs for AI agent discovery, or when you need a standards-compliant output (llms.txt spec + JSON-LD) rather than raw scraped text.

## Known failure modes

- URL is unreachable or returns non-200 status — crawl fails with error
- Site uses heavy JavaScript rendering that prevents content extraction
- Site blocks crawlers via robots.txt or rate limiting — partial or empty result
- Malformed or non-documentation URL produces low-quality manifest
- Payment not processed (x402) — request rejected 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://mcp-security.agentdiet.dev/v1/llms-txt-compiler)

## Output

Returns a standards-compliant /llms.txt manifest and accompanying JSON-LD schema bundle derived from the crawled site, structured for direct consumption by AI agents and LLMs seeking context about the target product or documentation.

## 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/mcp-security-agentdiet-dev-automated-llms-txt-agent-documentation-26225a7e/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from mcp-security.agentdiet.dev](https://www.zero.xyz/host/mcp-security.agentdiet.dev/llms.txt)