# 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/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-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-de6b492f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_YXL24wtNeGBFBCwgLc7X6

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-de6b492f
```

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 discover and consume Stripe's documentation context?

## When to prefer this

Choose this endpoint when you need to make any website or SaaS documentation AI-agent-ready by producing a standards-compliant /llms.txt manifest without manual authoring. It is especially valuable when onboarding a new tool or documentation source into an agent workflow, when building MCP-compatible discovery systems, or when you need a JSON-LD schema bundle alongside the manifest in a single automated step.

## Known failure modes

- Invalid or unreachable URL returns an error with HTTP 4xx
- Rate-limited or bot-blocked sites may return incomplete manifests
- Sites with no discoverable documentation structure may yield sparse output
- Malformed URLs or missing required 'url' parameter return validation errors
- Payment failure (x402) results in 402 response 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/discovery-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle derived from crawling the target website. The manifest is structured for direct consumption by AI agents and MCP-compatible systems, including page titles, descriptions, section metadata, and structured schema annotations.

## 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-de6b492f/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)