# AgentDiet LLMs Documentation Distillation Endpoint

> AgentDiet LLMs Documentation Distillation Endpoint is a paid API for AI agents from agentdiet-72343955726.us-central1.run.app, paid per call via x402, $0.015/call, status unknown (last checked 2026-10-14).

Fetches and distills LLM/AI documentation pages into compressed, agent-ready markdown with token savings metrics

## Facts

- Endpoint: GET https://agentdiet-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-llms-documentation-distillation-endpoint-5e32c35b
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_H8s5rGgNMP7AQAN46pKfX

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-llms-documentation-distillation-endpoint-5e32c35b
```

Example prompt: Distill the LLMs documentation at https://docs.openai.com/api-reference into clean agent-ready markdown using AgentDiet — I want to see how many tokens it saves and the compression ratio.

## When to prefer this

Choose this endpoint when an AI agent needs to consume verbose LLM or AI-framework documentation but wants to minimize token usage. Ideal for RAG pipelines, agent toolchains, or any scenario where reading full documentation pages is too costly. Prefer it over raw web scraping when you need structured markdown output with built-in compression metrics and ROI proof. Best suited for developer documentation, API references, and technical guides rather than general web pages.

## Known failure modes

- Target URL unreachable or returns non-200 — distillation fails with error status
- Payment (HTTP 402 / x402 USDC) not processed — endpoint returns 402 before serving content
- URL points to non-documentation content — output markdown may be low quality or near-empty
- Rate limiting or cold-start latency on Cloud Run — response may time out
- Malformed or missing URL parameter — endpoint returns error without attempting distillation

## 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 with a 'data' field containing the distilled markdown content and title, plus an 'roi_proof' object showing raw token count, distilled token count, tokens saved, compression ratio percentage, and ROI multiplier — all designed to demonstrate token efficiency gains for agents consuming documentation.

## 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-llms-documentation-distillation-endpoint-5e32c35b/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from agentdiet-72343955726.us-central1.run.app](https://www.zero.xyz/host/agentdiet-72343955726.us-central1.run.app/llms.txt)