springAI2.0接入mcp读取mysql

ba_pi2026-09-18 8:33

1.安装UV安装包

// pip install uv

2.yml配置

bash 复制代码

    mcp:
      client:
        stdio:
          servers-configuration: classpath:/mcp/mcp-server-config.json

mcp文件内容

bash 复制代码

{
  "mcpServers": {
    "mysql": {
      "command": "cmd.exe",
      "args": [
        "/c", "uvx",
        "--with", "pydantic-settings",
        "--with", "mcp==1.29.0",
        "mysql_mcp_server_pro",
        "--mode", "stdio"
      ],
      "env": {
        "MYSQL_HOST": "",
        "MYSQL_PORT": "",
        "MYSQL_USER": "",
        "MYSQL_PASSWORD": "",
        "MYSQL_DATABASE": "",
        "MYSQL_ROLE": "readonly"
      }
    }
  }
}

代码引入

bash 复制代码

@Bean
    CommandLineRunner commandLineRunner(DeepSeekChatModel deepSeekChatModel,
                                        SessionMemoryAdvisor sessionMemoryAdvisor,
                                        SessionService sessionService,
                                        RecursiveSummarizationCompactionStrategy summarizationStrategy,
                                        ToolCallbackProvider toolCallbackProvider
                                        ) {

        // 构建 ShellTools 实例
        ShellTools shellTools = ShellTools.builder().build();

        return args -> {
            ChatClient chatclient = ChatClient.builder(deepSeekChatModel)
                    .defaultAdvisors(sessionMemoryAdvisor)
//                    自定义tool
//                    .defaultTools(new FileSystemTools())
                    .defaultTools(FileSystemTools.builder().build(),
                            ShellTools.builder().build())
                    .defaultTools(toolCallbackProvider)

                    .build();