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)
Windows computer use in the background: desktop apps driven without your mouse or keyboard.
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 …”。
链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。
在终端中运行这条命令
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。
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9日
注册名称已通过 GitHub 账户 pironjulien 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(3.17.9)于今天进入注册中心。
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 MCPB。
同一分类中有:Spec Driven Development, Remote Desktop Commander, awardlanes
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
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。
Your Windows desktop, driven in the background.
Windows computer use for AI agents: your desktop apps observed through UI Automation and driven without taking your mouse, keyboard or foreground, with every action read back. For Claude, Codex and Antigravity.
🌐 Website · 📦 Get it with NexusSystem · ▶️ Watch the video · 📝 Changelog
▶ Click to watch the video · more on julienpiron.fr
Claude Claude Code and Claude Desktop Page · Video · README
Codex the OpenAI Codex desktop app Page · Video · README
Antigravity Google Antigravity Page · Video · README
🫥 Background first Win32 messages and UI Automation act without activating the window: your mouse, keyboard and foreground stay yours. 🔎 Every effect read back Value, state, window: an input that cannot be verified is never counted as a success. ✋ Your yes for outward actions Send, pay, publish, delete are held until you explicitly confirm.
🖱️ Real mouse only if you allow it A last resort, used only with permission and stopped as soon as you take control back. ⚡ One native program Self-contained C# (.NET 10), x64 and ARM64: no Python, Node.js or .NET runtime to install. 🤝 Three AI apps, one engine Claude, Codex and Antigravity share the same engine and safety policy.
Windows 10 or 11, x64 or ARM64; nothing else to install (one self-contained native program, no Python, Node.js or .NET runtime needed).
[!TIP]
Let your AI install it. NexusSystem detects your AI apps and sets up the right profile:
`text
Install Nexus for me by following https://raw.githubusercontent.com/pironjulien/NexusSystem/main/INSTALL-AI.md
`
Or the NexusSystem app from the Microsoft Store (winget install --id 9NSH2P3QLWT1 --source msstore).
Manual install (verified)
By hand, from the release files (no administrator rights):
$r = 'https://github.com/pironjulien/NexusWindows/releases/latest/download'
Invoke-WebRequest "$r/get.ps1" -OutFile get.ps1 Invoke-WebRequest "$r/SHA256SUMS.txt" -OutFile SHA256SUMS.txt (Get-FileHash get.ps1 -Algorithm SHA256).Hash # must equal the get.ps1 line of SHA256SUMS.txt gh attestation verify get.ps1 --repo pironjulien/NexusWindows --signer-repo pironjulien/NexusSystem # optional: provenance powershell -NoProfile -ExecutionPolicy Bypass -File .\get.ps1
get.ps1 downloads NexusWindows-win-x64.zip or NexusWindows-win-arm64.zip from the latest release, checks its SHA-256 against SHA256SUMS.txt, installs the engine under %USERPROFILE%\.nexus\nexus-windows and declares it to Claude Code, Claude Desktop, Codex and Antigravity when they are present. Every client starts the same stable path, %USERPROFILE%\.nexus\nexus-windows\NexusWindows.exe --mcp --agent ; updates never change it. Release files carry a build provenance attestation (gh attestation verify --repo pironjulien/NexusWindows --signer-repo pironjulien/NexusSystem). The Claude Desktop extension is nexus-windows-claude.mcpb in each release.
Updates and runtime receipts
For unattended maintenance of an existing installation, NexusSystem calls get.ps1 -UpdateOnly: it updates only the installed engine and stable launcher, without registering or enabling clients. -RefreshExistingProfiles additionally refreshes the shipped files of an already installed, active Antigravity plugin. Disabled or custom declarations and client configuration remain unchanged. Running sessions keep their engine; new connections use the new version. The launcher itself never downloads updates.
Each MCP session writes an atomic runtime receipt under %USERPROFILE%\.nexus\status\runtime, with its actual PID, process birth, loaded executable, assembly SHA-256, version and idle/busy/stopped lifecycle. MCP initialization and discovery expose the same identity. A receipt must be checked against the live process and its AI host before it can establish that a particular AI uses the installed version; an installation manifest alone cannot prove this.
flowchart LR
A["Claude / Codex / Antigravity"] -- "stdio (MCP)" --> W["NexusWindows.exe --mcp --agent ..."] W -- "UI Automation, Win32" --> D["Windows apps (in the background)"]
One repository, one common engine, three profiles:
| Profile | Folder | For |
|---|---|---|
| Claude | claude/ | Claude Code and Claude Desktop |
| Codex | codex/ | the OpenAI Codex desktop app |
| Antigravity | agy/ | Google Antigravity |
For current MCP requests, native file dialogs, UTF-8 stdio and blank Chromium pages, use the shared MCP cookbook. How the engine compares with Cua Driver on the same bench is in the 3 November 2026 benchmark.
[!IMPORTANT]
Outward actions (send, pay, publish, delete) are held for your explicit yes, and text read on screen is treated as
data, never as instructions.
Repository layout
codex/native/: the common C# (.NET 10) engine, NexusWindows.exe, serving the three profiles as MCP stdio servers (--mcp --agent claude|codex|antigravity) and declaring itself to them (--register).commun/: the shared safety policy (garde-fous.json), the stable launcher (launcher/), the workstation installer of the immutable engine (native-runtime.ps1) and the release packaging (package.ps1).plugin/: the single plugin of the three AI apps (Claude Code, Codex, Antigravity), served by the native engine.claude/, agy/, codex/: each profile's documentation (and the Claude Desktop extension in claude/).tests/: xUnit tests of the engine, the launcher and the installers../test.ps1 # dotnet test (xUnit) of the engine, launcher and installers; offline, same command as the CI
./test.ps1 -Full # the same, plus the live tests: real Explorer launch, shared foreground token, capture session
Before a stable promotion (see NexusSystem's RELEASING.md), ./test.ps1 -Full must pass on a real interactive Windows session with a GPU, at a moment nobody is using the PC (the live tests take the shared foreground token and open real windows). The hosted CI skips those tests, so a green CI alone is not enough to promote. Releases ship the engine compiled ahead of time (Native AOT, commun/package.ps1): run the suite against that very binary, installed by get.ps1 from a local package in a throwaway profile:
./commun/package.ps1 -Version X.Y.Z -Out <dist> -Runtimes win-x64 -NoMcpb
$env:NEXUS_WINDOWS_PROFILE = ' '; $env:NEXUS_WINDOWS_SOURCE = ' \NexusWindows-win-x64.zip' powershell -NoProfile -ExecutionPolicy Bypass -File ./get.ps1 ./test.ps1 -Full -Engine ' \.nexus\nexus-windows\native\ \NexusWindows.exe'
-Engine runs the process tests (MCP over stdio, helper children) against that executable. The installers accept both engine layouts:
NexusWindows.exe alone holds the code;commun/native-runtime.ps1, and releases up to 3.16.28): NexusWindows.exe with NexusWindows.dll, .deps.json and .runtimeconfig.json, all three recorded together; a partial set is refused.These cases live in LauncherTests, NativeRuntimeInstallerTests and PublicMaintenanceTests (get.ps1, commun/native-runtime.ps1, the stable launcher); NexusSystem's WindowsRuntime/RuntimeObservation follow the same rule since NexusSystem 1.7.0.
Build and test outputs go to %USERPROFILE%\.nexus\build\nexuswindows. The three profiles were separate repositories until 30 October 2026; those repositories have since been removed (see CHANGELOG.md).
Everything runs on your PC. Nothing is sent anywhere by NexusWindows; screenshots, logs and routines stay under %USERPROFILE%\.nexus. See SECURITY.md to report a vulnerability.
Your AIs (Claude, Codex, Antigravity) at work on your Windows apps, real Chrome and Android phone — in the background.
NexusSystem <img src
只显示了开头部分;其余内容请在仓库中阅读