# 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/discovery-manifest?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-a3ca5d77
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_1Eh8KfbNxGQX-7Vb1OsvN

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-a3ca5d77
```

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 understand the Stripe documentation?

## When to prefer this

Choose this endpoint when you need to make any documentation or SaaS website consumable by AI agents in a standardized format. It is ideal when you want to ground an agent on third-party docs without manually curating context, when building MCP or A2A integrations that need structured discovery manifests, or when you want to comply with the /llms.txt standard for your own or a partner's site.

## Known failure modes

- Invalid or unreachable URL returns an error with no manifest
- Private or auth-gated documentation sites may return incomplete or empty manifests
- Very large documentation sites may produce truncated output
- Sites blocking crawlers may result in empty or partial extraction
- Malformed URLs (missing protocol, typos) will cause request failure

## 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/discovery-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle derived from crawling the specified URL. The output is structured for direct consumption by AI agents, LLMs, and MCP-compatible tooling, containing distilled documentation context, endpoint summaries, and machine-readable 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/mesh-agentdiet-dev-automated-llms-txt-agent-documentation-context-a3ca5d77/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)