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MCP Agent Platform

MCP Agent Platform

Public
rolenet/McpAgentRobot

A multi-agent human-computer interaction platform based on Model Context Protocol integrating real-time face recognition, Chinese speech recognition, speech synthesis, and a web interface for natural, interactive communication.

python
0 tools
May 30, 2025
Updated Jun 4, 2025

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MCP智能体平台 / MCP Agent Platform

项目简介 / Project Introduction

这是一个基于多智能体架构的人机交互系统,集成了视觉识别、语音识别和语音合成等功能。系统由多个专门的智能体协同工作,实现了自然的人机交互体验。

This is a human-computer interaction system based on multi-agent architecture, integrating visual recognition, speech recognition, and speech synthesis capabilities. The system consists of multiple specialized agents working together to achieve a natural human-computer interaction experience.

系统架构 / System Architecture

系统由以下主要组件构成 / The system consists of the following main components:

智能体 / Agents

  • 大脑智能体 (Brain Agent)

    • 负责系统的核心决策和协调
    • 处理来自其他智能体的信息
    • Responsible for core decision-making and coordination
    • Processes information from other agents
  • 视觉智能体 (Eye Agent)

    • 处理视觉输入
    • 实现人脸检测和识别
    • Processes visual input
    • Implements face detection and recognition
  • 听觉智能体 (Ear Agent)

    • 处理音频输入
    • 实现语音识别
    • Processes audio input
    • Implements speech recognition
  • 发声智能体 (Mouth Agent)

    • 负责语音输出
    • 实现语音合成
    • Responsible for audio output
    • Implements speech synthesis

核心功能 / Core Features

  1. 人脸识别 / Face Recognition

    • 实时人脸检测和识别
    • 人物信息数据库管理
    • Real-time face detection and recognition
    • Person information database management
  2. 语音交互 / Voice Interaction

    • 中文语音识别
    • 语音合成输出
    • Chinese speech recognition
    • Speech synthesis output
  3. Web界面 / Web Interface

    • 可视化机器人界面
    • 实时状态显示
    • Visual robot interface
    • Real-time status display

安装说明 / Installation Guide

环境要求 / Requirements

  • Python 3.10+
  • Windows/Linux/MacOS

安装步骤 / Installation Steps

  1. 克隆项目 / Clone the project
git clone [repository-url] cd mcpTest
  1. 安装依赖 / Install dependencies
pip install -r requirements.txt

配置说明 / Configuration

在config.py中可以配置以下参数 / The following parameters can be configured in config.py:

  • 服务器配置 / Server configuration
  • 智能体参数 / Agent parameters
  • 模型设置 / Model settings
  • 语音识别参数 / Speech recognition parameters

使用说明 / Usage Guide

启动系统 / Start the System

  1. 运行主程序 / Run the main program
python main.py
  1. 访问Web界面 / Access the Web interface
http://localhost:8070

功能使用 / Features Usage

  1. 人脸识别 / Face Recognition

    • 系统会自动检测和识别摄像头中的人脸
    • 首次识别的人脸会被自动记录
    • The system automatically detects and recognizes faces in the camera
    • First-time recognized faces will be automatically recorded
  2. 语音交互 / Voice Interaction

    • 系统支持中文语音识别
    • 可以通过语音与系统进行对话
    • The system supports Chinese speech recognition
    • You can dialogue with the system through voice

技术栈 / Tech Stack

  • 后端 / Backend

    • Python
    • FastAPI
    • WebSocket
    • OpenCV
    • SpeechRecognition
    • pyttsx3
  • 前端 / Frontend

    • HTML/CSS
    • JavaScript
    • WebSocket

目录结构 / Directory Structure

├── config.py           # 配置文件 / Configuration file
├── main.py            # 主程序 / Main program
├── requirements.txt   # 依赖清单 / Dependencies list
├── src/
│   ├── agents/       # 智能体实现 / Agent implementations
│   ├── brain/        # 大脑逻辑 / Brain logic
│   ├── platform/     # 平台核心 / Platform core
│   ├── utils/        # 工具函数 / Utility functions
│   └── web/          # Web服务 / Web service
├── static/           # 静态资源 / Static resources
└── templates/        # 页面模板 / Page templates
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