# 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 AI agent consumption

## Facts

- Endpoint: GET https://mcp-compiler.agentdiet.dev/v1/agent-manifest?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-3a25e921
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_n9tuE8lIWlyEVz10LLJM_

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-3a25e921
```

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

## When to prefer this

Choose this endpoint when you need to make an existing documentation or SaaS website machine-readable for AI agents by producing a standards-compliant /llms.txt manifest and JSON-LD schema — especially when targeting MCP or IETF MPP compatibility. Prefer this over manual schema authoring or generic web scrapers when the goal is structured agent-consumable output rather than raw content extraction.

## Known failure modes

- Invalid or unreachable URL returns an error with no manifest
- Websites with heavy JavaScript rendering may produce incomplete crawl results
- Rate-limited or bot-blocked sites may return partial or empty output
- Very large documentation sites may time out or return truncated results
- Malformed website structure may result in low-quality or incomplete JSON-LD schema

## 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-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and a JSON-LD schema bundle compiled from the crawled website, structured for AI agent and MCP consumption. The output follows the IETF MPP and MCP conventions, making the site's documentation immediately consumable by LLM-based agents.

## 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-3a25e921/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)