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Fraudlabs Pro

@fraudlabspro

FraudLabs Pro MCP server is a Model Context Protocol (MCP) server that provides order or user transaction validations using the FraudLabs Pro API. This server allows AI agents to validate an order or user transaction, get the validation result for an order or user transaction, and update the status for an order or user transaction.
Overview

The FraudLabs Pro MCP Server is a powerful integration designed to bring high-performance fraud prevention intelligence directly into your LLM-driven workflows. By utilizing the Model Context Protocol (MCP), this server allows your AI agents to validate an order or user transaction, get the validation result for an order or user transaction, and update the status for an order or user transaction using a single natural language prompt.

Key Features

  • Order Screening: Validate e-commerce orders using IP addresses, billing/shipping details, and credit card information.

  • User Screening: Analyze account-level events (registrations/logins) for suspicious patterns.

  • Transaction Management: Retrieve historical results for orders or user screenings.

  • Feedback Loop: Approve, Reject, or Blacklist transactions directly through the AI interface to improve the detection engine.

Prerequisites

  • Python 3.10+ installed.
  • FraudLabs Pro API Key: You can obtain a free or paid API key at FraudLabs Pro.

Installation

  1. Install Dependencies Ensure you have the required libraries installed in your environment:
pip install mcp httpx uv
  1. Configuration To use this server with an MCP client (such as Claude Desktop), add the following entry to your configuration file:
  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "fraudlabspro": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/ip2locationio/src",
        "run",
        "server.py"
      ],
      "env": {
        "FRAUDLABSPRO_API_KEY": "YOUR_API_KEY_HERE"
      }
    }
  }
}

Available Tools

📦 Order Management

ToolDescriptionKey Arguments
screen_orderScreen an order for fraud.ip, email, amount, bin_no, bill_country, ship_country
get_order_resultRetrieve the validation result for a previous order.transaction_id
feedback_orderUpdate order status (APPROVE, REJECT, BLACKLIST).transaction_id, action, note

👤 User Management

ToolDescriptionKey Arguments
screen_userScreen user events like logins or signups.email, ip, phone, first_name, last_name
get_user_resultRetrieve results for a previous user screening.user_transaction_id
feedback_userUpdate user event status based on manual review.user_transaction_id, action, reason

Development & Logging

The server uses FastMCP and sends logs through the MCP context. You can view logs in the Claude Desktop "Developer Console" to inspect outgoing payloads and API responses for debugging.

Common Error: If you receive "An API key is needed," ensure the FRAUDLABSPRO_API_KEY environment variable is correctly set in your configuration file and that you have restarted the MCP client.

License

See the LICENSE file.

Server Config

{
  "mcpServers": {
    "fraudlabspro": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/ip2locationio/src",
        "run",
        "server.py"
      ],
      "env": {
        "FRAUDLABSPRO_API_KEY": "YOUR_API_KEY_HERE"
      }
    }
  }
}
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