Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Automate Windows WPF apps from AI agents with semantic UIA selectors and FlaUI test generation.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"wpfpilot": {
"command": "npx",
"args": [
"-y",
"@skuzadev/wpfpilot-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add wpfpilot -- npx -y @skuzadev/wpfpilot-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"wpfpilot": {
"command": "npx",
"args": [
"-y",
"@skuzadev/wpfpilot-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"wpfpilot": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@skuzadev/wpfpilot-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 skuzadev 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.1)于5个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Agent Data Tools: Utilities
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
103 tools: JSON repair, CSV, hashes, cron, dates, units, validators. 25 free calls.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
WpfPilot MCP is a local Model Context Protocol server for Windows WPF applications. It lets AI coding agents inspect UI Automation trees, click and type through semantic selectors, diagnose WPF-specific issues, record workflows, and generate xUnit + FlaUI tests.
npx (recommended). No .NET SDK required for the release binary or npm launcher.Add this to your MCP client configuration (global or project-scoped):
{
"mcpServers": { "wpfpilot-mcp": { "type": "stdio", "command": "npx", "args": ["-y", "@skuzadev/wpfpilot-mcp"] } } }
Or run directly (stdio; waits for an MCP client):
npx -y @skuzadev/wpfpilot-mcp
The npm launcher downloads the latest Windows release binary on first run, then proxies stdio to it.
Other installs (persistent wpfpilot-mcp command, release zip, uninstall): see Install WpfPilot.
Use the standard config above unless noted. More clients: docs/all-clients.md.
Cursor
Global: ~/.cursor/mcp.json (do not add a project .cursor/mcp.json unless you need a repo-specific override)
{
"mcpServers": { "wpfpilot-mcp": { "type": "stdio", "command": "npx", "args": ["-y", "@skuzadev/wpfpilot-mcp"] } } }
Or: Cursor Settings → MCP → Add new MCP Server — command npx, args -y @skuzadev/wpfpilot-mcp.
cursor-agent mcp list
cursor-agent mcp list-tools wpfpilot-mcp
Codex
codex mcp add wpfpilot-mcp -- npx -y @skuzadev/wpfpilot-mcp
codex mcp list
Or ~/.codex/config.toml:
[mcp_servers.wpfpilot-mcp]
command = "npx" args = ["-y", "@skuzadev/wpfpilot-mcp"] enabled = true startup_timeout_sec = 30 tool_timeout_sec = 60
Claude Code
claude mcp add --transport stdio wpfpilot-mcp -- npx -y @skuzadev/wpfpilot-mcp
claude mcp list
Project .mcp.json:
{
"mcpServers": { "wpfpilot-mcp": { "type": "stdio", "command": "npx", "args": ["-y", "@skuzadev/wpfpilot-mcp"] } } }
Claude Desktop
Windows config: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": { "wpfpilot-mcp": { "type": "stdio", "command": "npx", "args": ["-y", "@skuzadev/wpfpilot-mcp"] } } }
Restart Claude Desktop after saving.
VS Code
Create .vscode/mcp.json:
{
"servers": { "wpfpilot-mcp": { "type": "stdio", "command": "npx", "args": ["-y", "@skuzadev/wpfpilot-mcp"] } } }
Or: code --add-mcp '{"name":"wpfpilot-mcp","command":"npx","args":["-y","@skuzadev/wpfpilot-mcp"]}'
After connecting the MCP client, ask:
List the WpfPilot tools and attach to my running WPF application.
Useful follow-up prompts:
Show the main window UI tree.
Click the Save button using a selector, not coordinates. Wait until the status text says Saved. Why is the Submit button disabled? Record this workflow and generate an xUnit test.
| Tool | Purpose |
|---|---|
wpf_capabilities | List supported verbs, query kinds, and wait conditions. |
wpf_query | Read UI state. |
wpf_act | Perform UI actions. |
wpf_wait | Wait for UI state. |
wpf_assert | Verify UI state. |
Full tool list: docs/tools-reference.md.
The probe runs inside your WPF process and exposes diagnostics that UI Automation cannot see directly (bindings, ViewModels, commands, validation).
Use wpf_probe_connect, then inspect my ViewModel and binding errors.
Setup: docs/probe-setup.md.
WpfPilot is intended for local development and test automation.
wpfpilot-mcp is not recognized
Restart your terminal after running the installer, or use the full path to wpfpilot-mcp.exe in your MCP client configuration. See all-clients.md.
Server starts but no tools appear
Restart the MCP client and check its MCP logs. Also verify npx -y @skuzadev/wpfpilot-mcp runs from a normal terminal.
Cannot attach to an app
Make sure the WPF app is running in the same user session and at a compatible privilege level. If the app runs as administrator, the MCP client may also need to run elevated.
Probe cannot connect
Confirm the target app called ProbeHost.Start(), then use wpf_probe_status and wpf_probe_connect. If needed, pass wpfpilot-mcp-probe-{ProcessId} explicitly.
See CONTRIBUTING.md.
MIT. See LICENSE.