# 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 a JSON-LD schema bundle for AI agent consumption

## Facts

- Endpoint: GET https://mcp-compiler.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-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-dd60238f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_zQXEcAyPwF254dtYwws4L

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-dd60238f
```

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

## When to prefer this

Choose this endpoint when you need to rapidly onboard an AI agent to a third-party product, API, or SaaS tool by grounding it in up-to-date documentation without manual curation. It is especially valuable when the target site does not already publish an /llms.txt file and you need a machine-readable, standards-compliant context bundle. Prefer it over manual copy-paste or raw web scraping when you need structured JSON-LD metadata alongside the manifest for agent tooling pipelines.

## Known failure modes

- Invalid or unreachable URL — crawl fails with an error indicating the site could not be fetched
- Protected or login-gated documentation — crawler cannot access authenticated pages and returns partial or empty manifest
- Malformed URL input — missing protocol or typo causes immediate validation error
- Very large documentation sites may time out or return a truncated manifest
- Sites with aggressive bot-blocking (Cloudflare, CAPTCHA) may return empty or error responses
- Non-documentation landing pages may yield low-quality or sparse manifest 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://mcp-compiler.agentdiet.dev/v1/llms-txt-compiler)

## Output

Returns a standards-compliant /llms.txt manifest and an accompanying JSON-LD schema bundle derived from crawling the target website. The manifest summarizes the site's documentation structure and content in a format optimized for LLM/agent consumption, enabling agents to ground themselves in up-to-date product or API knowledge without manual curation.

## 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-dd60238f/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)