# AgentDiet Token Optimizer

> AgentDiet Token Optimizer is a paid API for AI agents from agentdiet.dev, paid per call via x402 or MPP, $0.001/call, status unknown (last checked 2026-10-20).

Strips 85-97% of HTML token bloat from a web page URL, returning a semantically distilled, token-efficient version for LLM consumption

## Facts

- Endpoint: GET https://agentdiet.dev/v1/token-optimizer?utm_source=zero.xyz
- Price: $0.001/call
- Payment: x402, MPP
- Status: unknown
- Last checked: 2026-10-20
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/agentdiet-token-optimizer-761298f3
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_7b24KYdq6yTXTs6Ti49QD

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-token-optimizer-761298f3
```

Example prompt: Fetch https://techcrunch.com/2024/01/15/openai-latest-news/ and strip out all the HTML noise and token bloat so I just get the meaningful article content in a lean format I can feed to my LLM.

## When to prefer this

Choose this endpoint when you need to feed live webpage content into an LLM or agent pipeline and want to minimize token consumption. It is especially valuable when working with token budget constraints, building RAG pipelines over live web content, or scraping pages where raw HTML is too noisy and large to process directly. Prefer this over raw HTTP fetching when token efficiency is a priority.

## Known failure modes

- Invalid or unreachable URL returns an error response
- Paywalled or JavaScript-rendered pages may return incomplete or empty content
- Missing required 'url' query parameter results in a validation error
- Rate limiting or payment issues (x402) may block the request
- Very large pages may timeout or be partially truncated

## How this service works

Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://agentdiet.dev/v1/token-optimizer)

## Output

Returns a semantically distilled version of the target webpage with 85-97% of HTML token bloat removed, leaving only meaningful content in a compact, LLM-ready format. The agent receives clean text or lightweight structured content that is dramatically smaller than the raw HTML source, suitable for direct injection into LLM context windows or RAG pipelines.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "url"
 ],
 "properties": {
  "url": {
   "type": "string",
   "minLength": 1,
   "description": "Target webpage URL to fetch and distill (or builtin://stripe-docs)"
  },
  "html": {
   "type": "string",
   "description": "Optional raw HTML string to distill directly without fetching"
  },
  "mode": {
   "enum": [
    "markdown",
    "structured",
    "skeleton",
    "budget"
   ],
   "type": "string",
   "default": "markdown",
   "description": "Distillation mode"
  },
  "query": {
   "type": "string",
   "description": "BM25 focus query when mode=budget"
  },
  "max_tokens": {
   "type": "integer",
   "minimum": 20,
   "description": "Strict token budget ceiling when mode=budget"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "required": [
  "status",
  "roi_proof",
  "data"
 ],
 "properties": {
  "data": {
   "type": "object",
   "description": "Distilled Markdown, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt."
  },
  "cache": {
   "type": "object",
   "properties": {
    "status": {
     "enum": [
      "HIT",
      "MISS"
     ],
     "type": "string"
    },
    "cache_key": {
     "type": "string"
    },
    "latency_ms": {
     "type": "number"
    }
   }
  },
  "status": {
   "type": "string",
   "description": "Execution status ('ok')"
  },
  "billing": {
   "type": "object",
   "properties": {
    "agent_id": {
     "type": "string"
    },
    "payment_method": {
     "type": "string"
    },
    "fee_charged_usd": {
     "type": "number"
    }
   }
  },
  "roi_proof": {
   "type": "object",
   "properties": {
    "raw_tokens": {
     "type": "integer"
    },
    "tokens_saved": {
     "type": "integer"
    },
    "roi_multiplier": {
     "type": "number"
    },
    "distilled_tokens": {
     "type": "integer"
    },
    "llm_cost_saved_usd": {
     "type": "number"
    },
    "compression_ratio_pct": {
     "type": "number"
    }
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/agentdiet-token-optimizer-761298f3/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from agentdiet.dev](https://www.zero.xyz/host/agentdiet.dev/llms.txt)