SmartCustomerSupportMCP

SmartCustomerSupportMCP

A MCP-based intelligent customer service system that provides smart Q\&A, human agent transfer, order inquiries, and product knowledge management.

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README

智能客服示例

这是一个基于MCP框架的智能客服系统示例项目,用于演示如何构建和部署智能客服应用。

文档:https://mp.weixin.qq.com/s/gz3ZL_3XD8sfxustNQvK2g

功能特点

  • 智能问答服务
  • 人工客服转接
  • 订单信息查询
  • 产品知识库管理

系统要求

  • Python >= 3.10
  • MCP框架 >= 1.6.0

安装

  1. 创建并激活虚拟环境(推荐):
uv venv 
source .venv/bin/activate  # Linux/macOS
  1. 安装依赖:
uv pip install .

使用方法

  1. 使用inspector:
npx @modelcontextprotocol/inspector uv --directory /opt/apps/python_project/SmartCustomerSupportMCP run mcp-smart-customer-support
  1. 使用Vscode或Claude等桌面应用
{
  "mcpServers": {
    "SmartCustomerSupportMCP": {
    "command": "uv",
    "args": [
      "--directory", 
    "/opt/apps/python_project/SmartCustomerSupportMCP",
      "run",
      "mcp-smart-customer-support"
    ]}
  }
}

项目结构

src/mcp_smart_customer_support/
├── __init__.py          # 包初始化文件
├── mcp_server.py        # MCP服务器实现
├── human_customer_service.py  # 人工客服处理模块
├── order_operations.py  # 订单操作相关功能
└── product_knowledge.py # 产品知识库管理

作者

ggguo (admin@precariat.tech)

许可证

本项目采用MIT许可证。

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