# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from mesh.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://mesh.agentdiet.dev/v1/llms-txt?utm_source=zero.xyz
- Price: $0.01/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-21
- Activations on Zero: 0
- Provider: mesh.agentdiet.dev
- Website: https://mesh.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/mesh-agentdiet-dev-automated-llms-txt-agent-documentation-context-047f5d86
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap__RBuVJ9jHhLiBANh1kd2j

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 mesh-agentdiet-dev-automated-llms-txt-agent-documentation-context-047f5d86
```

Example prompt: Crawl the Stripe documentation at https://stripe.com/docs and compile a standards-compliant /llms.txt manifest and JSON-LD schema bundle so I can feed it directly to my AI agent.

## When to prefer this

Choose this endpoint when you need to rapidly convert any external documentation or SaaS website into an AI-agent-consumable /llms.txt manifest without manual effort. It is especially useful when onboarding third-party tools into an agent workflow, preparing your own docs for LLM discovery, or when you need JSON-LD structured metadata alongside the manifest. Prefer this over manual summarization or generic web scrapers when standards compliance and token efficiency for agent context windows matter.

## Known failure modes

- URL is unreachable or returns non-200 HTTP status — crawl fails with error
- Target site blocks crawlers via robots.txt or Cloudflare challenge — partial or empty output
- Malformed or non-URL input — validation error returned
- Site has no meaningful text content — sparse or minimal manifest generated
- Payment not fulfilled (x402) — 402 Payment Required response before content is returned

## 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://mesh.agentdiet.dev/v1/llms-txt)

## Output

Returns a structured /llms.txt manifest and JSON-LD schema bundle derived from the crawled website, formatted for direct ingestion by AI agents and LLM-based tools. The output includes organized documentation sections, key links, and machine-readable metadata compliant with the /llms.txt standard.

## 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/mesh-agentdiet-dev-automated-llms-txt-agent-documentation-context-047f5d86/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from mesh.agentdiet.dev](https://www.zero.xyz/host/mesh.agentdiet.dev/llms.txt)