# 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/discovery-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-5db8d6c2
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_c6NIEopRCkqWhUl0TQvt1

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-5db8d6c2
```

Example prompt: Can you crawl the docs at https://stripe.com/docs and compile a standards-compliant /llms.txt manifest and JSON-LD schema bundle so my AI agent can discover and use those APIs?

## When to prefer this

Choose this endpoint when you need to make any existing documentation or SaaS website immediately consumable by AI agents without manually writing an /llms.txt file. Ideal for bootstrapping agent discovery for third-party APIs, onboarding agents to new tools, or packaging documentation context for MCP/A2A pipelines. Prefer this over manual summarization when the site structure is complex or frequently updated.

## Known failure modes

- Invalid or unreachable URL returns an error — site must be publicly accessible
- Private or auth-gated documentation may return incomplete or empty manifests
- Very large sites may produce truncated output or time out
- Dynamically rendered JavaScript-heavy pages may not be fully crawled
- Malformed URL input returns a validation error

## 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/discovery-manifest)

## Output

A standards-compliant /llms.txt manifest and accompanying JSON-LD schema bundle derived from the crawled website, structured for direct AI agent and MCP/A2A tool consumption. Includes distilled documentation context ready to be ingested by language model 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-5db8d6c2/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)