# 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/agent-card?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-1648a81d
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_8-5NiETGpwJ6TsDxM6qkZ

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-1648a81d
```

Example prompt: 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 consume the documentation context directly.

## When to prefer this

Choose this endpoint when you need to make any external documentation or SaaS website consumable by an AI agent in a structured, token-efficient format. It is especially valuable when building MCP tools, agent workflows, or RAG pipelines that need to reference third-party documentation without manual curation. Prefer it over generic web scrapers when you specifically need /llms.txt standards compliance and JSON-LD output.

## Known failure modes

- Target URL is unreachable or returns non-200 status — crawler cannot access site content
- URL points to a login-gated or bot-blocked site — partial or empty manifest returned
- Malformed or missing URL parameter — request validation error
- Site has no meaningful text content or is entirely JavaScript-rendered without SSR — sparse manifest output
- Payment not processed (HTTP 402) — endpoint requires $0.01 USDC via x402 protocol

## 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/agent-card)

## Output

Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from the crawled website, ready for direct consumption by AI agents and LLM-based systems as structured documentation context.

## 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-1648a81d/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)