# Automated /llms.txt & Agent Documentation Context Compiler

> Automated /llms.txt & Agent Documentation Context Compiler is a paid API for AI agents from token-intel.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://token-intel.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: token-intel.agentdiet.dev
- Website: https://token-intel.agentdiet.dev
- Canonical page: https://www.zero.xyz/c/token-intel-agentdiet-dev-automated-llms-txt-agent-documentation-c53b927f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_kdcavRtNwD9SOqId0R5xb

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 token-intel-agentdiet-dev-automated-llms-txt-agent-documentation-c53b927f
```

Example prompt: Can you crawl the documentation at https://stripe.com/docs and generate a standards-compliant /llms.txt manifest and JSON-LD schema bundle so my AI agent can understand what Stripe offers?

## When to prefer this

Choose this endpoint when you need to quickly make any third-party documentation or SaaS site consumable by an AI agent without manually writing an llms.txt file. It is ideal for bootstrapping MCP or A2A integrations, enabling agent discovery of new tools, or preparing documentation context for LLM pipelines — especially when you don't control the target site.

## Known failure modes

- Invalid or unreachable URL returns an error — ensure the target site is publicly accessible
- Heavily JavaScript-rendered sites may yield incomplete documentation extraction
- Rate-limited or bot-protected sites may block the crawl and return partial or empty results
- Very large documentation sites may result in truncated manifests
- Malformed URL input triggers 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://token-intel.agentdiet.dev/v1/discovery-manifest)

## Output

Returns a standards-compliant /llms.txt manifest and JSON-LD schema bundle compiled from the crawled website, structured so AI agents and LLMs can parse the site's capabilities, endpoints, and documentation context directly.

## 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/token-intel-agentdiet-dev-automated-llms-txt-agent-documentation-c53b927f/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from token-intel.agentdiet.dev](https://www.zero.xyz/host/token-intel.agentdiet.dev/llms.txt)