# AgentDiet LLM Documentation Distillation Endpoint

> AgentDiet LLM Documentation Distillation Endpoint is a paid API for AI agents from arxiv-digest-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 (documentation, filings, pages) into compressed, agent-ready markdown with token savings metrics

## Facts

- Endpoint: GET https://arxiv-digest-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-distillation-endpoint-28c5153a
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_EJIDYfVuVl2bbxFXiSzb4

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-distillation-endpoint-28c5153a
```

Example prompt: Can you distill the content from the Uniswap documentation page into clean, compressed markdown so I'm not burning tokens on the full text?

## When to prefer this

Choose this endpoint when your agent needs to read external web content (docs, filings, READMEs, DeFi pages) but must stay within token budgets. It is especially valuable when the source is verbose and you need a high compression ratio (95%+) with measurable ROI proof. Prefer it over raw HTTP fetches when you need structured markdown output and token accounting built in.

## Known failure modes

- Invalid or unreachable source URL returns error status
- Rate limiting or payment failure (HTTP 402) if USDC payment not processed
- Content type not supported for distillation returns empty or error response
- Very short pages may have minimal compression benefit
- Source site blocks crawling, returning incomplete content

## 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 mode (e.g. 'markdown'), title, and the distilled content string, plus an 'roi_proof' object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, and roi_multiplier. The agent receives clean, compressed markdown ready for downstream reasoning.

## 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-distillation-endpoint-28c5153a/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from arxiv-digest-72343955726.us-central1.run.app](https://www.zero.xyz/host/arxiv-digest-72343955726.us-central1.run.app/llms.txt)