# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from mcp-compiler.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 agent consumption

## Facts

- Endpoint: GET https://mcp-compiler.agentdiet.dev/v1/agent-card?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: mcp-compiler.agentdiet.dev
- Website: https://mcp-compiler.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/mcp-compiler-agentdiet-dev-automated-llms-txt-agent-documentation-0722b0d6
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_RHcU4EioY21470yC181sk

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-compiler-agentdiet-dev-automated-llms-txt-agent-documentation-0722b0d6
```

Example prompt: Can you crawl https://docs.stripe.com and compile a standards-compliant /llms.txt manifest and JSON-LD schema bundle so AI agents can easily consume that documentation?

## When to prefer this

Choose this endpoint when you need to rapidly make any third-party or internal documentation site consumable by AI agents without manual authoring of /llms.txt files. It is especially useful when onboarding new SaaS APIs or documentation sources into an agent pipeline that expects standards-compliant /llms.txt and JSON-LD context. Prefer it over manual manifest creation or generic web scrapers when agent-standard output format and JSON-LD schema compliance are required.

## Known failure modes

- Invalid or unreachable URL returns an error with crawl failure details
- Blocked or rate-limited site may yield incomplete or empty manifest
- Non-documentation sites with little structured content may produce low-quality manifests
- Payment failure (HTTP 402) if x402 micropayment is not fulfilled
- Timeout on very large or slow-loading documentation sites

## 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-compiler.agentdiet.dev/v1/agent-card)

## Output

Returns an agent-card object containing a standards-compliant /llms.txt manifest and an associated JSON-LD schema bundle derived from crawling the provided website URL, ready for direct consumption by LLM agents and MCP-compatible 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/mcp-compiler-agentdiet-dev-automated-llms-txt-agent-documentation-0722b0d6/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from mcp-compiler.agentdiet.dev](https://www.zero.xyz/host/mcp-compiler.agentdiet.dev/llms.txt)