MCP Agent Platform

# 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 ```bash git clone [repository-url] cd mcpTest ``` 2. 安装依赖 / Install dependencies ```bash 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 ```bash python main.py ``` 2. 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 ```