# Agent Utility Network Data Clean Pipeline

> Agent Utility Network Data Clean Pipeline is a paid API for AI agents from agent-utility-network.frosty-sound-4560.workers.dev, paid per call via x402, $0.015/call, status unknown (last checked 2026-09-15).

Cleans, repairs, and extracts structured signals from raw JSON or text data, normalizing entity names and surfacing embedded URLs, money values, emails, and dates.

## Facts

- Endpoint: POST https://agent-utility-network.frosty-sound-4560.workers.dev/v1/paid/data-clean-pipeline
- Price: $0.015/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/agent-utility-network-data-clean-pipeline-f25aaf61
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_jQJtubF05DFROUIJ9GPhT

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 agent-utility-network-data-clean-pipeline-f25aaf61 -d '<json body>'
```

Example prompt: Can you run this raw scraped JSON through a data cleaning pipeline to extract any emails, dollar amounts, dates, and URLs, and also normalize the entity name 'Acme Corp. Inc'? Here's the JSON: '{"contact":"ops@acme.com","deal":"$25k closes 2026-09-01"}'

## When to prefer this

Choose this endpoint when you need a combined data cleaning, entity normalization, and signal extraction pass over raw or messy text/JSON in a single call — especially when the input may be malformed JSON that needs repair alongside extraction of emails, dates, money values, and URLs. Prefer over separate NLP or JSON-linting tools when you want one micropayment call that handles the full pipeline.

## Known failure modes

- Input JSON string exceeds 100,000 character limit — request rejected
- Both json and text fields are missing or empty — validation error
- Malformed input that cannot be repaired returns repaired.ok: false
- Entity name exceeds 500 characters — validation error
- Payment failure via x402 results in 402 response before processing begins

## How this service works

Quality-scored paid utility APIs for AI agents over x402 on Base USDC.

## Output

Returns a JSON object with three sections: 'entity' (canonical name and tokens), 'signals' (arrays of extracted URLs, money values, emails, and ISO dates found in the input), and 'repaired' (a boolean ok flag indicating whether JSON repair succeeded).

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "json": {
   "type": "string",
   "maxLength": 100000,
   "minLength": 1
  },
  "text": {
   "type": "string",
   "maxLength": 100000
  },
  "entityName": {
   "type": "string",
   "maxLength": 500,
   "minLength": 1
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "result": {
   "entity": {
    "tokens": [
     "example"
    ],
    "canonical": "example"
   },
   "signals": {
    "urls": [],
    "money": [
     "$25"
    ],
    "emails": [
     "ops@example.com"
    ],
    "isoDates": [
     "2026-09-01"
    ]
   },
   "repaired": {
    "ok": true
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/agent-utility-network-data-clean-pipeline-f25aaf61/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from agent-utility-network.frosty-sound-4560.workers.dev](https://www.zero.xyz/host/agent-utility-network.frosty-sound-4560.workers.dev/llms.txt)