75trust / 100

Data Question

by HubVibe in Developer tools

x402 APIPassing, checked 1 h ago

Ask a database in plain English (text to SQL): any BigQuery table, including Google's public datasets. The SQL is written for you, run under a byte ceiling, and the rows are read back into a written answer, returned with the SQL, columns and rows it used. Use it for analytics questions without writing SQL. Input: question, table; optional columns.

POST https://hubvibe-io.com/work/data/question

Last 30 days

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Status and outage history · Atom feed

Uptime
100%
Response time
381 ms typical, 519 ms slowest 5%
Last check
1 h ago
Next check
any minute now

How to call it

POST https://hubvibe-io.com/work/data/question

Each call costs $5.00 in USDC on Base, paid with the request over x402.

Run a free test callOne unpaid request, the way an agent sends it. You see the payment challenge it gets back. Nothing is charged.

Example request

From the listing.

POST https://hubvibe-io.com/work/data/question
content-type: application/json

{
  "question": "What does it sell, and at what price?",
  "table": "bigquery-public-data.usa_names.usa_1910_2013"
}

Parameters

ParameterTypeRequiredDescription
columnsarray of stringNo
languagestringNo
questionstringYes
tablestringYes

Example response

The provider's example. We can't check it without paying.

Example response, 48 lines
{
  "attribution": [
    {
      "text": "Translated by Google",
      "url": "https://translate.google.com"
    }
  ],
  "price_usd": 5,
  "provenance": {
    "attempts": 1,
    "elapsed_ms": 340,
    "providers_used": [
      "coinbase-advanced-trade-public"
    ],
    "steps": [
      {
        "ms": 312,
        "ok": true,
        "provider": "coinbase-advanced-trade-public",
        "reason": "provider_timeout",
        "step": "quote"
      }
    ]
  },
  "receipt_id": "rcpt_9f1c2b3a4d5e6f70",
  "receipt_url": "/work/receipts/rcpt_9f1c2b3a4d5e6f70",
  "result": {
    "answer": "James (4,942,431), John (4,834,422), ...",
    "columns": [
      "name",
      "n"
    ],
    "gib_processed": 0.012,
    "model": "gemini-2.5-flash",
    "question": "Which five names were given most often?",
    "row_count": 5,
    "rows": [
      {
        "n": 4942431,
        "name": "James"
      }
    ],
    "sql": "SELECT name, SUM(number) AS n FROM ... LIMIT 5",
    "table": "bigquery-public-data.usa_names.usa_1910_2013"
  },
  "status": "ok",
  "worker": "data.question"
}

Call it from code

The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $5.

curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://hubvibe-io.com/work/data/question' \
  -H 'content-type: application/json' \
  --data-raw '{"question":"What does it sell, and at what price?","table":"bigquery-public-data.usa_names.usa_1910_2013"}'

# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - -X POST 'https://hubvibe-io.com/work/data/question' \
  -H 'content-type: application/json' \
  --data-raw '{"question":"What does it sell, and at what price?","table":"bigquery-public-data.usa_names.usa_1910_2013"}' \
  | grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decode
JavaScript: pay and call
// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

// Pays at most $5 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$5" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);

// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $5 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fhubvibe-io.com%2Fwork%2Fdata%2Fquestion&method=POST
const res = await pay("https://hubvibe-io.com/work/data/question", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({
    "question": "What does it sell, and at what price?",
    "table": "bigquery-public-data.usa_names.usa_1910_2013"
  }),
});
console.log(res.status, await res.text());
Python: pay and call
# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client

# Pays at most $5 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$5"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.post(
        "https://hubvibe-io.com/work/data/question",
        json={
            "question": "What does it sell, and at what price?",
            "table": "bigquery-public-data.usa_names.usa_1910_2013",
        },
    )
    print(res.status_code, res.text)

Security scan

  • No findings. We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.

Recent checks

WhenResultHTTPTimePrice
1 h agoPassed402437 ms$5.00
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