Initial commit: 炼妖壶 (Lianyaohu) - 稷下学宫AI辩论系统
- 🏛️ 稷下学宫八仙论道AI辩论系统 - 🌍 天下体系资本生态分析 - 🔒 安全配置管理 (Doppler集成) - 📊 RapidAPI永动机数据引擎 - 🎨 Streamlit现代化界面 - ✅ 清理所有敏感信息泄露
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internal/mcp/MCP_MANAGEMENT_SOLUTION.md
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internal/mcp/MCP_MANAGEMENT_SOLUTION.md
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# 🧙♂️ MCP服务管理解决方案
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## 🎯 解决的痛点
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你提到的MCP管理问题我完全理解!这个解决方案专门针对以下痛点:
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### ❌ 现有问题
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- **stdio/SSE/HTTP混合管理**:不同传输方式需要不同的配置和启动方式
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- **依赖管理复杂**:每个MCP服务都有自己的依赖要求
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- **缺乏统一管理平台**:没有集中的地方查看和控制所有服务
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- **服务发现困难**:不知道哪些服务在运行,状态如何
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- **配置分散**:配置文件散落在各个目录
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### ✅ 解决方案
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- **统一管理界面**:Web Dashboard + API
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- **自动依赖检查**:启动前检查所有依赖
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- **服务状态监控**:实时健康检查和状态显示
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- **批量操作**:一键启动/停止服务组
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- **配置集中化**:单一YAML配置文件
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## 🚀 快速开始
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### 1. 一键启动
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```bash
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chmod +x quick_start.sh
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./quick_start.sh
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```
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### 2. 手动启动
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```bash
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# 安装依赖
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pip install fastapi uvicorn pyyaml httpx
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# 启动管理器
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python3 start_mcp_manager.py
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# 或启动特定服务组
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python3 start_mcp_manager.py --group financial
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```
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### 3. 访问管理界面
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- **Web界面**: http://localhost:8090
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- **API文档**: http://localhost:8090/docs
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- **服务状态**: http://localhost:8090/services
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## 📁 文件结构
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```
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├── mcp_manager.py # 核心管理器
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├── mcp_services.yml # 服务配置文件
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├── start_mcp_manager.py # 启动脚本
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├── quick_start.sh # 快速启动脚本
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├── docker-compose.mcp.yml # Docker部署配置
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└── templates/
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└── mcp_dashboard.html # Web管理界面
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```
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## 🛠️ 支持的MCP服务类型
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### 📡 stdio类型
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```yaml
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- name: yahoo-finance
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type: stdio
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command: uv
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args: ["--directory", "./scripts/mcp/yahoo-finance-mcp", "run", "yahoo-finance-mcp"]
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dependencies: ["uv", "python>=3.9"]
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```
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### 🌐 HTTP类型
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```yaml
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- name: cauldron-financial
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type: http
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url: "https://cauldron.herokuapp.com/api/mcp"
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health_check: "https://cauldron.herokuapp.com/health"
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```
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### ⚡ SSE类型
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```yaml
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- name: heroku-inference
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type: sse
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url: "${HEROKU_INFERENCE_URL}"
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env:
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HEROKU_INFERENCE_ID: "${HEROKU_INFERENCE_ID}"
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```
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## 🎮 管理功能
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### Web界面功能
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- ✅ 实时服务状态监控
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- ✅ 一键启动/停止服务
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- ✅ 批量操作服务组
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- ✅ 健康状态检查
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- ✅ 服务统计信息
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### API功能
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```bash
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# 获取所有服务状态
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curl http://localhost:8090/services
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# 启动特定服务
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curl -X POST http://localhost:8090/services/yahoo-finance/start
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# 停止特定服务
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curl -X POST http://localhost:8090/services/yahoo-finance/stop
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# 批量启动所有服务
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curl -X POST http://localhost:8090/services/start-all
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```
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## 🔧 配置示例
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### 你现有的服务配置
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```yaml
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services:
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# Yahoo Finance (stdio -> HTTP包装)
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- name: yahoo-finance
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type: stdio
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command: uv
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args: ["--directory", "./scripts/mcp/yahoo-finance-mcp", "run", "yahoo-finance-mcp"]
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env:
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PYTHONPATH: "./scripts/mcp/yahoo-finance-mcp/src"
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dependencies: ["uv", "python>=3.9"]
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# Cauldron Financial Tools (HTTP)
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- name: cauldron-financial
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type: http
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url: "https://cauldron.herokuapp.com/api/mcp"
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health_check: "https://cauldron.herokuapp.com/health"
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env:
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CAULDRON_API_KEY: "${CAULDRON_API_KEY}"
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# Tusita Palace N8N (stdio)
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- name: tusita-palace
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type: stdio
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command: python
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args: ["-m", "jixia_academy_clean.core.tusita_palace_mcp"]
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env:
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N8N_WEBHOOK_URL: "${N8N_WEBHOOK_URL}"
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N8N_API_KEY: "${N8N_API_KEY}"
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# Heroku Inference (SSE)
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- name: heroku-inference
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type: sse
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url: "${HEROKU_INFERENCE_URL}"
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env:
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HEROKU_INFERENCE_ID: "${HEROKU_INFERENCE_ID}"
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# 服务组定义
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service_groups:
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financial:
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- yahoo-finance
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- cauldron-financial
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workflow:
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- tusita-palace
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inference:
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- heroku-inference
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```
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## 🐳 Docker部署
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如果你想要更稳定的部署,可以使用Docker:
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```bash
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# 启动所有MCP服务
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docker-compose -f docker-compose.mcp.yml up -d
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# 查看服务状态
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docker-compose -f docker-compose.mcp.yml ps
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# 停止所有服务
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docker-compose -f docker-compose.mcp.yml down
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```
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## 🔄 与现有工具集成
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### Claude Desktop集成
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```json
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{
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"mcpServers": {
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"mcp-manager": {
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"command": "curl",
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"args": ["-s", "http://localhost:8090/services"],
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"transport": {
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"type": "stdio"
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}
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}
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}
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}
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```
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### Cursor集成
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在Cursor中可以直接调用管理器API来控制MCP服务。
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## 📊 监控和日志
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### 服务监控
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- 实时状态检查
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- 健康状态监控
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- 自动重启机制
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- 性能统计
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### 日志管理
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```bash
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# 查看管理器日志
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tail -f logs/mcp_manager.log
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# 查看特定服务日志
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tail -f logs/yahoo-finance.log
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```
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## 🎯 推荐的替代平台
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如果你想要更专业的解决方案:
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### 1. **Smithery** (最推荐)
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- MCP专用包管理器
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- 自动依赖处理
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- 统一配置格式
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### 2. **Kubernetes + Helm**
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- 企业级容器编排
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- 自动扩缩容
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- 服务发现
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### 3. **Docker Swarm**
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- 轻量级容器编排
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- 简单易用
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- 适合中小规模
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## 🤝 使用建议
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### 开发阶段
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```bash
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# 启动核心服务进行开发
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python3 start_mcp_manager.py --group core
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```
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### 生产环境
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```bash
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# 使用Docker部署
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docker-compose -f docker-compose.mcp.yml up -d
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```
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### 调试模式
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```bash
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# 启动单个服务进行调试
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python3 start_mcp_manager.py --group financial
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```
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## 🔮 未来规划
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- [ ] 支持更多MCP传输协议
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- [ ] 集成Prometheus监控
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- [ ] 支持服务自动发现
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- [ ] 添加配置热重载
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- [ ] 支持服务依赖图
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- [ ] 集成日志聚合
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---
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这个解决方案应该能很好地解决你的MCP管理痛点!有什么问题随时问我 🚀
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