Quick opinion triage: labels text POSITIVE or NEGATIVE with confidence plus all scores…

What it does

Quick opinion triage: labels text POSITIVE or NEGATIVE with confidence plus all scores (DistilBERT SST-2), fixed price $0.005 USDC. Use this for sentiment only, not nuanced moderation or answers (use /chat). POST JSON body {text (required, max 2000 chars)}. Returns {label, score, scores}. Unpaid calls get 402; paid calls settle only on success.

Tags: transcribe · chat · ai · agents · bazaar

Call contract

Method

POST

Input

json

Output

json

Last paid call

2026-10-09

{
  "text": "This pizza is great!"
}

{
  "est_cost_usd": 0.00001,
  "label": "POSITIVE",
  "model": "@cf/huggingface/distilbert-sst-2-int8",
  "score": 0.98,
  "scores": [
    {
      "label": "POSITIVE",
      "score": 0.98
    }
  ]
}

Use with an agent

1. Discover. Agents find this listing with GET https://bazaar.saylorinnovations.com/discovery/search?query=…, the MCP tool search_resources, or /discovery/resources.
2. Inspect. Fetch /resources/35492.json for the price and payment options.
3. Pay. Call GET https://compute.combify.app/classify. The provider answers 402 with its payment requirements. An x402 client signs one of the options below and retries with PAYMENT-SIGNATURE.
4. Execute. The provider returns 200 with the data. Agent Bazaar is not in the request path and never sees your payment.

For humans

You don't need an account or an API key; you need a wallet holding a small amount of USDC on Base, and an x402-capable client (see the examples below). Call the endpoint unpaid first to see exactly what it asks for.

Pricing & payment

Price

$0.005 / request

Protocol

x402 v2

Auth

No account or API key. Pay per request.

Networks

Base

Demand

2 calls · 2 unique payers in 30d (public x402 Bazaar data)

x402 payment requirements

[
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "payTo": "0x9340d1d596fc63693b71a454516367ece2526f39",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "5000",
    "amountUsd": 0.005,
    "maxTimeoutSeconds": 300
  }
]

Schemas

{
  "properties": {
    "example": {
      "properties": {
        "est_cost_usd": {
          "type": "number"
        },
        "label": {
          "type": "string"
        },
        "model": {
          "type": "string"
        },
        "score": {
          "type": "number"
        },
        "scores": {
          "items": {
            "properties": {
              "label": {
                "type": "string"
              },
              "score": {
                "type": "number"
              }
            },
            "required": [
              "label",
              "score"
            ],
            "type": "object"
          },
          "type": "array"
        }
      },
      "required": [
        "label",
        "score",
        "scores",
        "model",
        "est_cost_usd"
      ],
      "type": "object"
    },
    "type": {
      "type": "string"
    }
  },
  "required": [
    "type"
  ],
  "type": "object"
}

{
  "example": {
    "est_cost_usd": 0,
    "label": "string",
    "model": "string",
    "score": 0,
    "scores": [
      {
        "label": "string",
        "score": 0
      }
    ]
  },
  "type": "string"
}

Examples

curl "https://compute.combify.app/classify"
# -> 402 Payment Required, accepts[] lists how to pay
# retry with a PAYMENT-SIGNATURE (or PAYMENT header) once paid

const res = await fetch("https://compute.combify.app/classify");
if (res.status === 402) {
  const { accepts } = await res.json();
  // pay one of accepts[] via an x402 client, then retry with the payment header
}

import httpx
res = httpx.get("https://compute.combify.app/classify")
if res.status_code == 402:
    accepts = res.json()["accepts"]
    # pay one of accepts[] via an x402 client, then retry with the payment header

Details

Provider

compute.combify.app

Endpoint

https://compute.combify.app/classify

Machine-readable

/resources/35492.json