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fraud-detector

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中英双语AI欺诈文本检测引擎，支持MCP协议，为AI Agent提供内容安全检测服务。

0 stars PythonOthers Updated Apr 26, 2026
ai-safetychinese-textfraud-detectionlightgbmmcp-servernlp

Documentation

🛡️ AI Fraud Detection Engine

License: MIT
MCP

一个支持中英双语的 AI 欺诈文本检测引擎，可精准识别诈骗、钓鱼、虚假招聘、赌博广告等风险内容。提供 REST API 与 MCP 工具，可被其他 AI Agent（如 GitHub Copilot）直接调用。

Features

  • 🌐 双语支持：自动识别中英文文本，分别调用专有模型。
  • 🧠 混合检测：结合 LightGBM 专家模型与中文关键词规则。
  • ⚡ 实时响应：毫秒级返回风险评分、判定（欺诈/正常）和风险等级（low/medium/high）。
  • 🔌 MCP 集成：通过 MCP 协议，可直接作为工具供 Copilot、Claude Desktop 等 AI 客户端调用。
  • 📊 可解释性：输出欺诈概率，便于设置阈值和控制误报。

Quick Start

1. Clone the repo

bash
git clone https://github.com/trader403/fraud-detector.git
cd fraud-detector

Frequently asked questions

What is fraud-detector?

fraud-detector is 中英双语AI欺诈文本检测引擎，支持MCP协议，为AI Agent提供内容安全检测服务。

How do I install fraud-detector?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is fraud-detector open source?

Yes — it is hosted on GitHub at https://github.com/trader403/fraud-detector.

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