📋 目錄
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項目概述
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技術架構深度解析
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核心功能模塊詳解
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代碼實現分析
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使用場景與實戰案例
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性能優化與最佳實踐
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擴展開發指南
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總結與展望
項目概述
什么是Windows-MCP.Net?
Windows MCP.Net是一個基于.NET 10.0開發的Windows桌面自動化MCP(Model Context Protocol)服務器,專為AI助手提供與Windows桌面環境交互的強大能力。該項目通過標準化的MCP協議,讓AI助手能夠直接操控Windows系統,實現真正的桌面自動化。
項目亮點
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🚀 基于最新技術棧:采用.NET 10.0框架,性能卓越
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🔧 模塊化設計:清晰的分層架構,易于擴展和維護
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🎯 功能全面:涵蓋桌面操作、文件系統、OCR識別、系統控制等多個領域
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📊 標準化協議:遵循MCP協議規范,與各種AI客戶端無縫集成
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🛡? 安全可靠:完善的錯誤處理和日志記錄機制
技術架構深度解析
整體架構設計
Windows MCP.Net采用經典的分層架構模式,主要包含以下幾個層次:
┌─────────────────────────────────────┐
│???????????MCP?Protocol?Layer????????│??←?協議通信層
├─────────────────────────────────────┤
│??????????????Tools?Layer????????????│??←?工具實現層
├─────────────────────────────────────┤
│????????????Services?Layer???????????│??←?業務服務層
├─────────────────────────────────────┤
│???????????Interface?Layer???????????│??←?接口定義層
├─────────────────────────────────────┤
│?????????Windows?API?Layer???????????│??←?系統API層
└─────────────────────────────────────┘
核心組件分析
1. 接口定義層(Interface Layer)
項目定義了清晰的服務接口,實現了良好的解耦:
//?桌面服務接口
public?interface?IDesktopService
{Task<string>?GetDesktopStateAsync(bool?useVision?=?false);Task<(string?Response,?int?Status)>?ClickAsync(int?x,?int?y,?string?button?=?"left",?int?clickCount?=?1);Task<(string?Response,?int?Status)>?TypeAsync(int?x,?int?y,?string?text,?bool?clear?=?false,?bool?pressEnter?=?false);//?...?更多方法
}//?文件系統服務接口
public?interface?IFileSystemService
{Task<(string?Response,?int?Status)>?CreateFileAsync(string?path,?string?content);Task<(string?Content,?int?Status)>?ReadFileAsync(string?path);Task<(string?Response,?int?Status)>?WriteFileAsync(string?path,?string?content,?bool?append?=?false);//?...?更多方法
}//?系統控制服務接口
public?interface?ISystemControlService
{Task<string>?SetVolumeAsync(bool?increase);Task<string>?SetVolumePercentAsync(int?percent);Task<string>?SetBrightnessAsync(bool?increase);//?...?更多方法
}
2. 服務實現層(Services Layer)
服務層是項目的核心,實現了具體的業務邏輯:
public?class?DesktopService?:?IDesktopService
{private?readonly?ILogger<DesktopService>?_logger;//?Windows?API?聲明[DllImport("user32.dll")]private?static?extern?bool?SetCursorPos(int?x,?int?y);[DllImport("user32.dll")]private?static?extern?void?mouse_event(uint?dwFlags,?uint?dx,?uint?dy,?uint?dwData,?int?dwExtraInfo);//?實現具體的桌面操作邏輯public?async?Task<(string?Response,?int?Status)>?ClickAsync(int?x,?int?y,?string?button?=?"left",?int?clickCount?=?1){try{SetCursorPos(x,?y);await?Task.Delay(50);?//?短暫延遲確保光標移動完成uint?mouseDown,?mouseUp;switch?(button.ToLower()){case?"left":mouseDown?=?MOUSEEVENTF_LEFTDOWN;mouseUp?=?MOUSEEVENTF_LEFTUP;break;case?"right":mouseDown?=?MOUSEEVENTF_RIGHTDOWN;mouseUp?=?MOUSEEVENTF_RIGHTUP;break;default:return?("Invalid?button?type",?1);}for?(int?i?=?0;?i?<?clickCount;?i++){mouse_event(mouseDown,?0,?0,?0,?0);mouse_event(mouseUp,?0,?0,?0,?0);if?(i?<?clickCount?-?1)?await?Task.Delay(100);}return?($"Successfully?clicked?at?({x},?{y})?with?{button}?button?{clickCount}?time(s)",?0);}catch?(Exception?ex){_logger.LogError(ex,?"Error?clicking?at?({X},?{Y})",?x,?y);return?($"Error:?{ex.Message}",?1);}}
}
3. 工具實現層(Tools Layer)
工具層將服務功能封裝為MCP工具,提供標準化的接口:
[McpServerToolType]
public?class?ClickTool
{private?readonly?IDesktopService?_desktopService;private?readonly?ILogger<ClickTool>?_logger;public?ClickTool(IDesktopService?desktopService,?ILogger<ClickTool>?logger){_desktopService?=?desktopService;_logger?=?logger;}[McpServerTool,?Description("Click?at?specific?coordinates?on?the?screen")]public?async?Task<string>?ClickAsync([Description("X?coordinate")]?int?x,[Description("Y?coordinate")]?int?y,[Description("Mouse?button:?left,?right,?or?middle")]?string?button?=?"left",[Description("Number?of?clicks:?1=single,?2=double,?3=triple")]?int?clickCount?=?1){_logger.LogInformation("Clicking?at?({X},?{Y})?with?{Button}?button,?{ClickCount}?times",?x,?y,?button,?clickCount);var?(response,?status)?=?await?_desktopService.ClickAsync(x,?y,?button,?clickCount);var?result?=?new{success?=?status?==?0,message?=?response,coordinates?=?new?{?x,?y?},button,clickCount};return?JsonSerializer.Serialize(result,?new?JsonSerializerOptions?{?WriteIndented?=?true?});}
}
核心功能模塊詳解
1. 桌面操作模塊(Desktop Tools)
桌面操作模塊是項目的核心,提供了豐富的Windows桌面交互功能:
鼠標操作
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ClickTool:支持左鍵、右鍵、中鍵的單擊、雙擊、三擊操作
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DragTool:實現拖拽操作,支持文件拖拽、窗口移動等
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MoveTool:精確控制鼠標光標位置
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ScrollTool:支持垂直和水平滾動操作
鍵盤操作
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TypeTool:智能文本輸入,支持清除現有內容和自動回車
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KeyTool:單個按鍵操作,支持所有鍵盤按鍵
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ShortcutTool:快捷鍵組合操作,如Ctrl+C、Alt+Tab等
應用程序管理
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LaunchTool:從開始菜單啟動應用程序,支持多語言環境
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SwitchTool:智能窗口切換,支持窗口標題模糊匹配
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ResizeTool:窗口大小和位置調整
2. 文件系統模塊(FileSystem Tools)
文件系統模塊提供了完整的文件和目錄操作功能:
//?文件操作示例
[McpServerTool,?Description("Write?content?to?a?file")]
public?async?Task<string>?WriteFileAsync([Description("The?file?path?to?write?to")]?string?path,[Description("The?content?to?write?to?the?file")]?string?content,[Description("Whether?to?append?to?existing?content?(true)?or?overwrite?(false)")]?bool?append?=?false)
{try{_logger.LogInformation("Writing?to?file:?{Path},?Append:?{Append}",?path,?append);var?(response,?status)?=?await?_fileSystemService.WriteFileAsync(path,?content,?append);var?result?=?new{success?=?status?==?0,message?=?response,path,contentLength?=?content?.Length????0,append};return?JsonSerializer.Serialize(result,?new?JsonSerializerOptions?{?WriteIndented?=?true?});}catch?(Exception?ex){_logger.LogError(ex,?"Error?in?WriteFileAsync");var?errorResult?=?new{success?=?false,message?=?$"Error?writing?to?file:?{ex.Message}",path,append};return?JsonSerializer.Serialize(errorResult,?new?JsonSerializerOptions?{?WriteIndented?=?true?});}
}
3. 系統控制模塊(SystemControl Tools)
系統控制模塊提供了Windows系統級別的控制功能:
音量控制
[McpServerTool,?Description("Set?system?volume?to?a?specific?percentage")]
public?async?Task<string>?SetVolumePercentAsync([Description("Volume?percentage?(0-100)")]?int?percent)
{_logger.LogInformation("Setting?volume?to?{Percent}%",?percent);return?await?_systemControlService.SetVolumePercentAsync(percent);
}
亮度控制
[McpServerTool,?Description("Set?screen?brightness?to?a?specific?percentage")]
public?async?Task<string>?SetBrightnessPercentAsync([Description("Brightness?percentage?(0-100)")]?int?percent)
{_logger.LogInformation("Setting?brightness?to?{Percent}%",?percent);return?await?_systemControlService.SetBrightnessPercentAsync(percent);
}
分辨率控制
[McpServerTool,?Description("Set?screen?resolution")]
public?async?Task<string>?SetResolutionAsync([Description("Resolution?type:?\"high\",?\"medium\",?or?\"low\"")]?string?type)
{_logger.LogInformation("Setting?resolution?to:?{Type}",?type);return?await?_systemControlService.SetResolutionAsync(type);
}
4. OCR識別模塊(OCR Tools)
OCR模塊提供了強大的文字識別功能,支持屏幕文字提取和定位:
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ExtractTextFromScreenTool:全屏文字提取
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ExtractTextFromRegionTool:指定區域文字提取
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FindTextOnScreenTool:屏幕文字查找
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GetTextCoordinatesTool:獲取文字坐標位置
代碼實現分析
依賴注入與服務注冊
項目使用了.NET的依賴注入容器,實現了良好的解耦:
//?Program.cs?中的服務注冊
var?builder?=?Host.CreateApplicationBuilder(args);//?配置日志輸出到stderr(stdout用于MCP協議消息)
builder.Logging.AddConsole(o?=>?o.LogToStandardErrorThreshold?=?LogLevel.Trace);//?注冊MCP服務和工具
builder.Services.AddSingleton<IDesktopService,?DesktopService>().AddSingleton<IFileSystemService,?FileSystemService>().AddSingleton<IOcrService,?OcrService>().AddSingleton<ISystemControlService,?SystemControlService>().AddMcpServer().WithStdioServerTransport().WithToolsFromAssembly(Assembly.GetExecutingAssembly());
錯誤處理與日志記錄
項目采用了統一的錯誤處理模式:
try
{//?業務邏輯var?result?=?await?SomeOperation();return?("Success?message",?0);
}
catch?(Exception?ex)
{_logger.LogError(ex,?"Error?in?operation?with?parameters?{Param1},?{Param2}",?param1,?param2);return?($"Error:?{ex.Message}",?1);
}
Windows API集成
項目大量使用了Windows API來實現底層功能:
//?Windows?API?聲明
[DllImport("user32.dll")]
private?static?extern?bool?SetCursorPos(int?x,?int?y);[DllImport("user32.dll")]
private?static?extern?void?mouse_event(uint?dwFlags,?uint?dx,?uint?dy,?uint?dwData,?int?dwExtraInfo);[DllImport("user32.dll")]
private?static?extern?IntPtr?GetForegroundWindow();[DllImport("user32.dll")]
private?static?extern?int?GetWindowText(IntPtr?hWnd,?StringBuilder?text,?int?count);//?常量定義
private?const?uint?MOUSEEVENTF_LEFTDOWN?=?0x02;
private?const?uint?MOUSEEVENTF_LEFTUP?=?0x04;
private?const?uint?MOUSEEVENTF_RIGHTDOWN?=?0x08;
private?const?uint?MOUSEEVENTF_RIGHTUP?=?0x10;
使用場景與實戰案例
場景1:自動化辦公任務
{"tool":?"launch_app","params":?{"name":?"notepad"}
}{"tool":?"type","params":?{"x":?400,"y":?300,"text":?"這是一個自動化生成的報告\n\n日期:2024年1月15日\n內容:系統運行正常","clear":?true}
}{"tool":?"key","params":?{"key":?"ctrl+s"}
}
場景2:批量文件處理
{"tool":?"list_directory","params":?{"path":?"C:\\Documents","includeFiles":?true,"recursive":?false}
}{"tool":?"search_files_by_extension","params":?{"directory":?"C:\\Documents","extension":?".txt","recursive":?true}
}{"tool":?"copy_file","params":?{"source":?"C:\\Documents\\report.txt","destination":?"C:\\Backup\\report_backup.txt","overwrite":?true}
}
場景3:系統監控與控制
{"tool":?"get_desktop_state","params":?{"useVision":?false}
}{"tool":?"set_volume_percent","params":?{"percent":?50}
}{"tool":?"set_brightness_percent","params":?{"percent":?80}
}
性能優化與最佳實踐
1. 異步編程模式
項目全面采用異步編程模式,提高了并發性能:
public?async?Task<string>?ProcessLargeFileAsync(string?filePath)
{//?使用異步I/O操作var?content?=?await?File.ReadAllTextAsync(filePath);//?異步處理var?processedContent?=?await?ProcessContentAsync(content);//?異步寫入await?File.WriteAllTextAsync(filePath?+?".processed",?processedContent);return?"Processing?completed";
}
2. 資源管理
public?class?DesktopService?:?IDesktopService,?IDisposable
{private?bool?_disposed?=?false;public?void?Dispose(){Dispose(true);GC.SuppressFinalize(this);}protected?virtual?void?Dispose(bool?disposing){if?(!_disposed){if?(disposing){//?釋放托管資源}//?釋放非托管資源_disposed?=?true;}}
}
3. 緩存策略
private?readonly?ConcurrentDictionary<string,?WindowInfo>?_windowCache?=?new();public?async?Task<WindowInfo>?GetWindowInfoAsync(string?windowTitle)
{return?_windowCache.GetOrAdd(windowTitle,?title?=>?{//?獲取窗口信息的昂貴操作return?GetWindowInfoFromSystem(title);});
}
擴展開發指南
1. 添加新的工具
要添加新的MCP工具,需要遵循以下步驟:
//?1.?在相應的服務接口中添加方法
public?interface?IDesktopService
{Task<(string?Response,?int?Status)>?NewOperationAsync(string?parameter);
}//?2.?在服務實現中添加具體邏輯
public?class?DesktopService?:?IDesktopService
{public?async?Task<(string?Response,?int?Status)>?NewOperationAsync(string?parameter){try{//?實現具體邏輯return?("Operation?completed",?0);}catch?(Exception?ex){_logger.LogError(ex,?"Error?in?NewOperation");return?($"Error:?{ex.Message}",?1);}}
}//?3.?創建MCP工具類
[McpServerToolType]
public?class?NewOperationTool
{private?readonly?IDesktopService?_desktopService;private?readonly?ILogger<NewOperationTool>?_logger;public?NewOperationTool(IDesktopService?desktopService,?ILogger<NewOperationTool>?logger){_desktopService?=?desktopService;_logger?=?logger;}[McpServerTool,?Description("Description?of?the?new?operation")]public?async?Task<string>?ExecuteAsync([Description("Parameter?description")]?string?parameter){_logger.LogInformation("Executing?new?operation?with?parameter:?{Parameter}",?parameter);var?(response,?status)?=?await?_desktopService.NewOperationAsync(parameter);var?result?=?new{success?=?status?==?0,message?=?response,parameter};return?JsonSerializer.Serialize(result,?new?JsonSerializerOptions?{?WriteIndented?=?true?});}
}
2. 單元測試編寫
public?class?NewOperationToolTest
{private?readonly?IDesktopService?_desktopService;private?readonly?ILogger<NewOperationTool>?_logger;private?readonly?NewOperationTool?_tool;public?NewOperationToolTest(){var?services?=?new?ServiceCollection();services.AddLogging(builder?=>?builder.AddConsole());services.AddSingleton<IDesktopService,?DesktopService>();var?serviceProvider?=?services.BuildServiceProvider();_desktopService?=?serviceProvider.GetRequiredService<IDesktopService>();_logger?=?serviceProvider.GetRequiredService<ILogger<NewOperationTool>>();_tool?=?new?NewOperationTool(_desktopService,?_logger);}[Fact]public?async?Task?ExecuteAsync_ValidParameter_ReturnsSuccess(){//?Arrangevar?parameter?=?"test";//?Actvar?result?=?await?_tool.ExecuteAsync(parameter);//?AssertAssert.NotNull(result);var?jsonResult?=?JsonSerializer.Deserialize<JsonElement>(result);Assert.True(jsonResult.GetProperty("success").GetBoolean());}
}
3. 配置管理
//?appsettings.json
{"Logging":?{"LogLevel":?{"Default":?"Information","Microsoft":?"Warning","Microsoft.Hosting.Lifetime":?"Information"}},"WindowsMcp":?{"DefaultTimeout":?5000,"MaxRetries":?3,"EnableCaching":?true}
}//?配置類
public?class?WindowsMcpOptions
{public?int?DefaultTimeout?{?get;?set;?}?=?5000;public?int?MaxRetries?{?get;?set;?}?=?3;public?bool?EnableCaching?{?get;?set;?}?=?true;
}//?在Program.cs中注冊配置
builder.Services.Configure<WindowsMcpOptions>(builder.Configuration.GetSection("WindowsMcp"));
總結與展望
項目優勢
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技術先進性:基于.NET 10.0,采用最新的C#語言特性
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架構合理性:清晰的分層架構,良好的可擴展性
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功能完整性:涵蓋桌面自動化的各個方面
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標準化程度:遵循MCP協議,具有良好的互操作性
-
代碼質量:完善的錯誤處理、日志記錄和單元測試
技術創新點
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MCP協議集成:率先將MCP協議應用于Windows桌面自動化
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多模塊設計:模塊化的工具設計,便于按需使用
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異步優化:全面的異步編程,提升性能表現
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智能識別:結合OCR技術,實現智能UI元素識別
未來發展方向
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AI集成增強:
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集成更多AI模型,提升自動化的智能程度
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支持自然語言指令轉換為操作序列
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增加機器學習能力,自動優化操作路徑
-
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跨平臺支持:
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擴展到Linux和macOS平臺
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統一的跨平臺API接口
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平臺特定功能的適配層
-
-
云端集成:
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支持云端部署和遠程控制
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分布式任務執行能力
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云端AI服務集成
-
-
安全性增強:
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操作權限細粒度控制
-
操作審計和合規性檢查
-
數據加密和安全傳輸
-
-
性能優化:
-
GPU加速的圖像處理
-
更高效的內存管理
-
并行處理能力提升
-
對開發者的價值
Windows MCP.Net不僅是一個功能強大的桌面自動化工具,更是一個優秀的.NET項目實踐案例。通過學習這個項目,開發者可以:
-
掌握現代.NET應用程序的架構設計模式
-
學習Windows API的集成和使用技巧
-
了解MCP協議的實現和應用
-
獲得桌面自動化開發的實戰經驗
社區貢獻
項目采用開源模式,歡迎社區貢獻:
-
功能擴展:添加新的工具和功能模塊
-
性能優化:提升現有功能的性能表現
-
文檔完善:改進項目文檔和使用指南
-
測試覆蓋:增加單元測試和集成測試
-
Bug修復:發現和修復項目中的問題
如果這篇文章對您有幫助,請點贊👍、收藏?、分享📤!您的支持是我們持續改進的動力!
項目地址:Windows-MCP.Net GitHub倉庫https://github.com/AIDotNet/Windows-MCP.Net
相關鏈接:
-
Model Context Protocol官方文檔
-
.NET 10.0官方文檔
-
Windows API參考文檔
本文基于Windows MCP.Net項目源碼分析編寫,旨在為.NET開發者提供桌面自動化開發的技術參考。如有問題或建議,歡迎在評論區交流討論!
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