Netwright

io.github.ricfanin由 GitHub 帳號 ricfanin 發布v2.1.0更新於 Oct 24, 2026

Playwright-style automation of .NET desktop apps (WPF, WinForms, WinUI) for AI agents.

已驗證STDIO僅桌面瀏覽器自動化開發者工具

概覽

AI 產生的概覽

Netwright 讓 AI 助理透過 UI Automation 啟動、檢視並操作 .NET 桌面應用程式(WPF、WinForms、WinUI),並把驗證過的流程匯出成 C# 測試。

可以做什麼
啟動、附加、關閉 .exe 或 .csproj 應用程式並查看狀態,列出與管理視窗,截圖並讀取應用程式日誌(stdout、stderr、trace)。
適用情境
當你希望助理探索、操作或回歸測試 Windows .NET 桌面應用程式時使用:填寫表單、走完流程、驗證介面狀態,並把驗證過的作業階段轉成 C# 測試。
執行需求
需要 Windows 10/11 與 .NET 10 SDK;受測應用程式可鎖定任何 .NET 或 .NET Framework 版本。透過 stdio 在本機執行,可用 dnx 或全域 dotnet 工具安裝。未宣告驗證或 API 金鑰。
安裝前請注意
助理可以啟動並控制桌面應用程式,執行點擊、輸入、設定狀態、按鍵與關閉視窗,會變更應用程式資料。按鍵與右鍵會短暫搶走焦點。可用 NETWRIGHT_ALLOW 萬用字元限制允許啟動或附加的應用程式。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Netwright,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

Netwright

Playwright-style automation for .NET desktop apps. Netwright is an MCP server that lets AI agents see and operate WPF, WinForms and WinUI apps: they launch your project, read the UI as compact text, act without stealing your mouse, verify the result, and turn the verified flow into a regression test.

[CI] [NuGet] [License: MIT]

[Netwright demo: an agent fills and submits an order in a WPF app that runs hidden, then exports the regression test]

▶ Watch it with sound

Formerly WPF-MCP. Version 2.0 is a rewrite; see Migrating from WPF-MCP 1.x.

> desktop_app action=launch project=src/Orders/Orders.csprojLaunched Orders.exe (pid 9120, WPF, launched by Netwright)- window "Orders" [e1]
> desktop_snapshot- window "Orders" [e1]  - textbox "Customer" [e4] #txtCustomer  - combobox "Country" [e5] #cmbCountry collapsed  - checkbox "Accept terms" [e6] #chkTerms unchecked  - button "Save" [e7] #btnSave disabled
> desktop_set_state target=#chkTerms checked=truechecked checkbox "Accept terms" [e6] #chkTerms~ checkbox "Accept terms" [e6] #chkTerms checked~ button "Save" [e7] #btnSave
> desktop_click target=#btnSaveclicked button "Save" [e7] #btnSave+ window "Confirm" [e9] modal  + text "Save order 42?"  + button "Yes" [e10]

Why Netwright

  • Made for .NET apps. Works with WPF, WinForms (.NET and .NET Framework 4.x) and WinUI/MAUI through UI Automation. It launches straight from a .csproj, captures stdout/stderr and Trace output, and reports crashes with the exception and stack trace.
  • Cheap in tokens.
    • Snapshots are filtered to what an agent needs: unnamed layout panes are collapsed, and grids are summarized row by row.
    • Actions answer with a Change Report of what appeared, disappeared or changed, so the agent rarely needs another snapshot.
    • Refs (e12) stay valid across snapshots.
  • Stays out of your way. Actions run in the background: in apps Netwright launches, a small companion performs them inside the app, so it never takes the foreground and bound fields commit like a real edit. You keep working while the agent tests. Key presses and right-clicks are explicit, briefly take focus, and give it back.
  • Reliable by default.
    • Every action waits until its target is enabled and on screen.
    • It then waits for the UI to settle, so async screens don't need sleeps.
    • Failures come back as error codes with a hint about what to do next.
  • From exploration to regression tests. desktop_expect verifies state, and desktop_export_test turns the session into a C# test on Netwright.Testing (xUnit, NUnit or MSTest).

Benchmark

Same scenarios, same Fixture App, same token encoding for every server (full methodology and all numbers in benchmarks/results):

WPF Fixture App, median of 5 runsWPF-MCP 1.0FlaUI-MCPWindows-MCPNetwright 2.0
Tool definitions, sent every turn (tokens)2,023 (24 tools)1,418 (12)3,984 (20)1,387 (15)
Snapshot of a form (tokens)1,0237851,956¹385
Snapshot of a 1000-row grid (tokens)3,9886,2341,897¹627
Fill and submit a form: calls / tokens10 / 2,46310 / 3,469–²6 / 549
Same form on WinForms: success0/50/5–²5/5
Wait for an async load: calls / tokens5 / 3,3375 / 2,484–²3 / 405
Screenshot (tokens)25,0731,0001,9441,020
WinForms grid with 1000 non-virtualized rows: snapshot time9.2 s12.9 s0.3 s¹1.5 s

¹ Windows-MCP summarizes the whole desktop instead of the app's UI tree; its grid snapshot does not include the rows. ² Its actions work at screen coordinates with the real mouse, so scripted flows were not run.

Tokens are counted with o200k_base as a proxy for Claude's tokenizer. Netwright's actions are slower per call: the form flow takes ~1.8 s against ~0.6 s, because each action waits for the UI to settle. In exchange the response already contains the result, so the agent needs fewer calls and far fewer tokens.

Install

Requires Windows 10/11 and the .NET 10 SDK. Your apps can target any .NET or .NET Framework version.

Claude Code

bash
claude mcp add netwright -- dnx Netwright --yes

Any MCP client (Claude Desktop, Cursor, VS Code, Copilot…)

json
{  "mcpServers": {    "netwright": {      "command": "dnx",      "args": ["Netwright", "--yes"]    }  }}

Prefer a global tool? Run dotnet tool install -g Netwright and use "command": "netwright". To restrict which apps an agent may touch, add "--", "--allow", "MyApp*" to the args. See the Integration Guide for all options.

Tools

ToolWhat it does
desktop_appLaunch an .exe or build and launch a project, attach, close, status
desktop_snapshotThe UI as compact text with Refs
desktop_findElements matching a Selector (#id, role "name", a >> b)
desktop_inspectProperties, patterns and a stable Selector of one element
desktop_clickClick (background; right/double click with foreground)
desktop_typeSet text (background) or type real keys
desktop_set_stateCheck, select, expand, set a value, or pick an item by name
desktop_press_keyKey presses and shortcuts (foreground)
desktop_scrollScroll by direction, to an edge, or into view
desktop_windowList, activate, minimize, maximize, restore, close windows
desktop_screenshotImage of a window or element, even when covered
desktop_waitWait for an element state or for text; reports what changed
desktop_expectRetrying assertions: text, value, enabled, checked, count…
desktop_logsApp output: stdout, stderr, debug/trace
desktop_export_testTurn the session into a C# regression test

Full reference: docs/TOOLS_REFERENCE.md.

Supported UI technologies

TierTechnologyWhat that means
1WPF, WinForms (.NET 6+ and .NET Framework 4.x)A Fixture App, integration tests on every change, benchmarked
2WinUI 3, .NET MAUI on WindowsA Fixture App and integration tests
3Avalonia, Uno PlatformBest effort through UI Automation

Other Windows apps (Win32, Qt, Electron…) often work because Netwright speaks plain UI Automation, but they are not supported.

Automation works best when your app sets AutomationProperties.AutomationId (WPF/WinUI) or Name (WinForms) on the controls you care about. See Making your app automation-friendly.

Regression tests without an agent

csharp
[Fact]public async Task Saving_an_order_asks_for_confirmation(){    await using var app = await DesktopApp.LaunchProjectAsync(@"..\..\..\..\src\Orders\Orders.csproj");
    await app.TypeAsync("#txtCustomer", "Rossi");    await app.CheckAsync("#chkTerms");    await app.ClickAsync("#btnSave");
    await app.Expect("window \"Confirm\"").ToBeVisibleAsync();}

dotnet add package Netwright.Testing. This is the code desktop_export_test writes for you.

How it works

Netwright captures each window with one cached UI Automation query. Windows are found with Win32, only about 20 properties are requested, and offscreen elements are filtered inside the provider. From that capture it renders filtered text, resolves Selectors in memory, and diffs trees by RuntimeId to build Change Reports. Details and measurements: docs/ARCHITECTURE.md. Vocabulary: CONTEXT.md. Decisions: docs/adr.

Migrating from WPF-MCP 1.x

1.x2.0
wpf_launch_application, wpf_attach_application, wpf_close_applicationdesktop_app action=launch|attach|close
wpf_snapshot (refs reset on every snapshot)desktop_snapshot (refs are stable)
wpf_find_element, wpf_get_element_propertiesdesktop_find, desktop_inspect
wpf_click, wpf_typedesktop_click, desktop_type; both accept a Ref or a Selector
wpf_set_value, wpf_toggle, wpf_select, wpf_expand_collapsedesktop_set_state (value, checked, item, expanded)
wpf_press_keydesktop_press_key foreground=true
wpf_scroll, wpf_scroll_into_view, wpf_focusdesktop_scroll (direction, to, into_view)
wpf_list_windows, wpf_switch_window, wpf_window_actiondesktop_window
wpf_take_screenshot (base64 text)desktop_screenshot (image content)
wpf_wait_fordesktop_wait (also waits for text)
wpf_console_messagesdesktop_logs
wpf_set_background_modeBackground is the default; pass foreground=true per call when needed
JSON envelopes (success, data, metadata)Compact text; errors are isError results with code and hint

The package is now Netwright (command netwright), replacing WpfMcp.Server (wpf-mcp).

Contributing

Issues and PRs are welcome. See CONTRIBUTING.md. Build and test with .\scripts\build.ps1 -Integration, and measure with .\scripts\benchmark.ps1.

License

MIT

來源:README.md,提交 16f0987

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

2
  1. v2.1.0最新Oct 9, 2026
  2. v2.0.0Sep 16, 2026

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