Netwright

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

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From the project's README

As published by ricfanin/netwright in README.md.

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.

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

> desktop_app action=launch project=src/Orders/Orders.csproj
Launched 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=true
checked checkbox "Accept terms" [e6] #chkTerms
~ checkbox "Accept terms" [e6] #chkTerms checked
~ button "Save" [e7] #btnSave

> desktop_click target=#btnSave
clicked 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 through UI Automation patterns, so 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

claude mcp add netwright -- dnx Netwright --yes

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

{
  "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

[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

Signals

GitHub stars
14
Forks
3
Last commit
Sep 2026
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