verified owner x402 eip155:8453

The same data-quality audit as a compact PDF summary (score, top issues, a per-column tabl

The same data-quality audit as a compact PDF summary (score, top issues, a per-column table, PII-pattern flags; usually one page, more for wide datasets) zipped with report.json and returned as base64. Your data is held only in a temporary file for the duration of the request, deleted immediately after, and never logged or retained. PII-pattern hits (email/phone/SSN/credit-card-like) lower the quality_score but the matched values themselves are never returned. Do not submit data you are not authorized to process; this is a diagnostic tool, not a compliance or legal service. Typography and a plain table only, no charts.

$1.99

price

—

calls / 30d

—

unique payers

2026-09-22

updated

Provider

Quietforge Docs API · verified

Payment (x402 accepts[])

[
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "payTo": "0x3F5115236f25618c16021E983acaAF2CAaa1A35e",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "1990000",
    "amountUsd": 1.99,
    "maxTimeoutSeconds": 300
  }
]

Output schema

{
  "type": "object",
  "properties": {
    "row_count": {
      "type": "integer"
    },
    "col_count": {
      "type": "integer"
    },
    "quality_score": {
      "type": "integer"
    },
    "duplicate_row_count": {
      "type": "integer"
    },
    "files": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "pages": {
      "type": "integer"
    },
    "content_type": {
      "type": "string"
    },
    "bytes": {
      "type": "integer"
    },
    "content_base64": {
      "type": "string"
    },
    "elapsed_ms": {
      "type": "integer"
    }
  },
  "required": [
    "row_count",
    "col_count",
    "quality_score",
    "files",
    "content_type",
    "bytes",
    "content_base64"
  ]
}

Example shape (generated from the schema above — not a captured live response)

{
  "row_count": 0,
  "col_count": 0,
  "quality_score": 0,
  "duplicate_row_count": 0,
  "files": [
    "string"
  ],
  "pages": 0,
  "content_type": "string",
  "bytes": 0,
  "content_base64": "string",
  "elapsed_ms": 0
}

Use it

curl

curl "https://qf-api.quietforge-studio.workers.dev/v1/dataset-audit/pdf"
# -> 402 Payment Required, accepts[] lists how to pay
# retry with a PAYMENT-SIGNATURE (or PAYMENT header) once paid

JavaScript

const res = await fetch("https://qf-api.quietforge-studio.workers.dev/v1/dataset-audit/pdf");
if (res.status === 402) {
  const { accepts } = await res.json();
  // pay one of accepts[] via an x402 client, then retry with the payment header
}

Python

import httpx
res = httpx.get("https://qf-api.quietforge-studio.workers.dev/v1/dataset-audit/pdf")
if res.status_code == 402:
    accepts = res.json()["accepts"]
    # pay one of accepts[] via an x402 client, then retry with the payment header

Machine-readable

Everything on this page is also available as clean JSON at /resources/16033.json, and this resource appears in /discovery/resources and /discovery/search.