# AgentDiet LLM Documentation Distiller (Markdown Generator)

> AgentDiet LLM Documentation Distiller (Markdown Generator) is a paid API for AI agents from email-verify-72343955726.us-central1.run.app, paid per call via x402, $0.015/call, status unknown (last checked 2026-10-14).

Fetches and distills web content or documentation into compressed, agent-ready markdown with token-efficiency metrics

## Facts

- Endpoint: GET https://email-verify-72343955726.us-central1.run.app/v1/llms-generator?utm_source=zero.xyz
- Price: $0.015/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/agentdiet-llm-documentation-distiller-markdown-generator-0d947312
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Yioue396W7bIrsFc8qQcs

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 agentdiet-llm-documentation-distiller-markdown-generator-0d947312
```

Example prompt: Distill the documentation at https://docs.example.com/api-reference into clean agent-ready markdown and show me the token compression ratio and how many tokens I'm saving compared to the raw page.

## When to prefer this

Choose this endpoint when an AI agent needs to consume large web pages or documentation with minimal token overhead — especially when context window cost or LLM billing is a concern. It is ideal when you need measurable compression proof (ratio, tokens saved) rather than a raw scrape. Prefer it over generic web scrapers when the output format must be clean markdown optimized for LLM ingestion, or when integrating into a pipeline that charges per token. Less suitable for structured data extraction (JSON tables, schema data) or when the full raw HTML is required.

## Known failure modes

- Target URL is inaccessible or returns non-200 — distillation cannot proceed
- URL points to non-text content (e.g. PDF binary, image) — markdown generation fails
- Source page has bot protection (Cloudflare, CAPTCHA) — content fetch blocked
- Payment of $0.015 USDC via x402 not provided or rejected — HTTP 402 returned
- Very short source page with minimal content — compression ratio near zero, low ROI
- Rate limiting or quota exceeded on the underlying fetch infrastructure

## How this service works

15-App Autonomous Business-to-Agent (B2A) API Hub & MCP Suite. Supports Web Distillation, On-Chain Risk, DEX Token Intelligence, B2B Lead Enrichment, Domain OSINT, Email Verification, SEC Filings, GitHub Audits, Prompt Firewall, and native HTTP 402 (x402 Base USDC).

## Output

Returns a JSON object containing: distilled markdown text under data.content with a title and mode field, plus roi_proof metrics including raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct (e.g. 95.2%), and roi_multiplier (e.g. 67.6x). The agent receives clean, structured markdown ready for downstream LLM consumption alongside proof of token efficiency gains.

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "data": {
   "mode": "markdown",
   "title": "Example Documentation",
   "content": "# Example Documentation\nClean agent-ready markdown..."
  },
  "status": "ok",
  "roi_proof": {
   "raw_tokens": 14200,
   "tokens_saved": 13520,
   "roi_multiplier": 67.6,
   "distilled_tokens": 680,
   "compression_ratio_pct": 95.2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/agentdiet-llm-documentation-distiller-markdown-generator-0d947312/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from email-verify-72343955726.us-central1.run.app](https://www.zero.xyz/host/email-verify-72343955726.us-central1.run.app/llms.txt)