Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Windows computer use in the background: desktop apps driven without your mouse or keyboard.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
링크는 제작자의 파일로 바로 연결돼요. 우리가 보관하거나 다시 패키징하지 않아요. 파일을 열면 Claude Desktop이 설치해요.
터미널에서 이 명령어를 실행하세요
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 서버는 내 컴퓨터에서 실행되는데, ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요. 다른 앱을 고르세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검
레지스트리 이름이 GitHub 계정 pironjulien 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요
내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요
내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(3.17.5)은 오늘 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, Tethered Trust
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
Fit, compatibility and recall checks for AI agents before they buy: verdicts, evidence, receipts.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요