# AgentDiet LLMs Documentation Generator & Web Distillation

> AgentDiet LLMs Documentation Generator & Web Distillation is a paid API for AI agents from onchain-risk-72343955726.us-central1.run.app, paid per call via x402, $0.015/call, status unknown (last checked 2026-10-18).

Fetches and distills web content (e.g. LLM documentation pages) into compressed, agent-ready markdown with token-efficiency metrics, paid via x402 Base USDC

## Facts

- Endpoint: GET https://onchain-risk-72343955726.us-central1.run.app/v1/llms-generator?utm_source=zero.xyz
- Price: $0.015/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-18
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/agentdiet-llms-documentation-generator-web-distillation-b6bfe61c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_ZspDnsgOcLNX_JmkuqDvZ

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-generator-web-distillation-b6bfe61c
```

Example prompt: Can you distill the documentation at https://docs.example.com/api into clean agent-ready markdown and tell me how many tokens I'm saving compared to the raw page?

## When to prefer this

Choose this endpoint when your agent needs to ingest web-hosted documentation or structured content pages and token budget is a concern. It is especially valuable when loading LLM provider docs, protocol references, or API guides into a context window, as the ~95% compression ratio dramatically reduces costs. Prefer this over raw web scraping when you need clean markdown output with verifiable token savings metrics rather than raw HTML.

## Known failure modes

- Target URL is unreachable or returns non-200 — content field may be empty or error message returned
- Payment not included or insufficient USDC via x402 — HTTP 402 response blocking access
- Source page is heavily JavaScript-rendered and cannot be statically fetched — incomplete distillation
- Rate limiting on the upstream source page causes partial or failed fetch
- Malformed or missing mode parameter resulting in unexpected output format

## 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, title, and distilled markdown content, plus an 'roi_proof' object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, and roi_multiplier — giving agents a clean compressed document and proof of token savings.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "properties": {
  "input": {
   "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"
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "status",
    "roi_proof",
    "data"
   ],
   "properties": {
    "data": {
     "type": "object"
    },
    "status": {
     "type": "string"
    },
    "roi_proof": {
     "type": "object"
    }
   }
  }
 }
}
```

## 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-generator-web-distillation-b6bfe61c/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from onchain-risk-72343955726.us-central1.run.app](https://www.zero.xyz/host/onchain-risk-72343955726.us-central1.run.app/llms.txt)