Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Background Windows desktop for AI agents: native GUI automation, screenshots and app testing.
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 6일 점검
레지스트리 이름이 GitHub 계정 skulitom 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(0.11.4)은 5일 전 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, HotCodePush
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.
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제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Computer-use agents that drive your Windows desktop take over your mouse and keyboard; Anode gives them their own desktop instead. Anode is a Windows MCP server and CLI for computer use, GUI automation and UI testing. Claude Code, Codex or another local (stdio) MCP client gets a hidden Windows session with its own screen, pointer and keyboard focus, called the *seat*. The agent drives native apps and headed browsers and takes screenshots while you keep working in yours.
Recorded inside the seat with Anode 0.11.0, from real MCP tool calls. Idle time between calls is cut, and the nine clicks, which took 0.4 s, are shown four times slower.
Before you start: Anode needs Windows 10/11 Pro, Enterprise or Education (not Home) on x64, and administrator rights once, for anode setup. On a managed work PC, a policy that blocks unsigned programs or keeps Remote Desktop off will stop it; see exactly what setup changes.
In PowerShell, run the first line, then open a new terminal for the next two:
iwr -UseBasicParsing https://github.com/skulitom/Anode/releases/latest/download/install.ps1 -OutFile install.ps1; powershell -NoProfile -ExecutionPolicy Bypass -File .\install.ps1
anode setup | Out-Host # in a NEW terminal: one administrator prompt, once per machine anode configure | Out-Host # registers Anode with the Claude Code and/or Codex CLIs on your PATH
anode setup can restart Remote Desktop Services, which disconnects any Remote Desktop session to this PC, so run it at the machine itself. If you sign in to Windows only with a PIN or Windows Hello, the seat needs your Windows password to sign in, and Windows may ask for it again when you create another seat: see sign-in.
Restart your agent session and ask it:
Use Anode to open Notepad in the background seat, type "Hello from Anode", and show me a screenshot.
Keep the viewer hidden and leave my main desktop available.
See Install for custom locations and offline installs, or other ways to install for Scoop and the Claude Code plugin.
Good to know: the seat is a Windows child session running as your user: desktop isolation, not a security sandbox. Ctrl+Alt+Shift+K stops it (if another program holds that shortcut, use Stop seat in the viewer or anode kill). Unsigned builds may trigger SmartScreen. No telemetry.
anode show opens the viewer and anode hide closes it. Ctrl+Alt+Shift+K or anode kill signs the seat out and closes every application in it, including unsaved work.--audio, set when Anode starts, agents can record what plays in the seat, such as a browser or a game, and play short 16-bit PCM WAV clips. This also sends seat sound to your speakers. See audio.In use: haltere, the author's research project in which a fruit-fly connectome flies an FPV drone in a racing simulator, runs the game, its capture and its virtual gamepad in Anode's seat. With HidHide installed, Anode keeps the gamepad inside the seat (haltere checks anode gamepad state), so flights continue while the user plays on the main desktop. See haltere's game setup.
The seat is a Windows *child session*: a second session for your own account, created by Windows' built-in loopback Remote Desktop feature. It has its own pointer and focus; adding a virtual monitor to your current session does not. The seat runs as your Windows user and shares your files, account and network. This is desktop isolation, not a security sandbox. Virtual gamepads stay in the seat only with HidHide installed. See security and isolation.
Requires: Windows 10/11 Pro, Enterprise or Education, or Windows Server with a Remote Desktop host. The release targets x64; ARM64 is not validated. Windows Home is unsupported. Release builds include .NET; you do not need an SDK or runtime. ViGEmBus is optional.
Run in an ordinary PowerShell terminal:
Invoke-WebRequest -UseBasicParsing https://github.com/skulitom/Anode/releases/latest/download/install.ps1 -OutFile install.ps1
powershell -NoProfile -ExecutionPolicy Bypass -File .\install.ps1
The installer verifies the release archive's SHA-256 checksum, installs to %LOCALAPPDATA%\Programs\Anode, adds that folder to your user PATH and adds Anode to the Start menu, where opening it shows the viewer, and to Installed apps, where you can uninstall it. Open a new terminal afterward. Machine setup and agent registration are separate steps below.
Prefer portable? Download the ZIP, extract the entire folder, and use .\anode.exe in place of anode. Builds are currently unsigned; Windows may show a SmartScreen warning. Custom locations, offline installation, updates and removal →
Both still need the one-time anode setup below; plugin users skip anode configure for Claude Code.
scoop bucket add anode https://github.com/skulitom/Anode, then scoop install anode/anode. Run anode quit and close MCP clients using Anode before scoop update anode.anode already on your PATH (the installer above or Scoop), run /plugin marketplace add skulitom/Anode, then /plugin install anode@anode inside Claude Code. It registers the MCP server and the anode-desktop skill but does not install anode.exe. Use it or anode configure claude, not both; see Claude Code.anode doctor | Out-Host # reports prerequisites; no changes
anode setup | Out-Host # one administrator prompt, once per machine anode configure | Out-Host # detects installed Codex / Claude Code CLIs
setup enables Remote Desktop and child sessions. It adds no firewall rules, but can restart Remote Desktop Services and disconnect existing RDP sessions. See exactly what changes.
configure backs up client settings, registers Anode by absolute path, sets a 420-second tool timeout, and installs the discoverable anode-desktop skill. Use anode configure codex or anode configure claude to choose one client, or add --no-skill for MCP registration alone. Installed the Claude Code plugin? It already registers Anode and the skill there, so skip anode configure, or run anode configure codex to add Codex only. Restart your agent session to load the tools. Claude Desktop: add Anode to its config. VS Code, Cursor and other clients: Connecting agents.
Start and check the background seat:
anode start --hidden | Out-Host
anode capabilities | Out-Host
If Windows Hello/PIN sign-in prevents automatic login, choose Sign in… from the Anode tray icon (or the viewer's header) to request the Windows credential dialog. When starting Anode, you can also use anode start --sign-in. See sign-in troubleshooting.
Then ask your agent:
Use Anode to open Notepad in the background seat, type "Hello from Anode", and show me a
screenshot. Keep the viewer hidden and leave my main desktop available.
Or work through the CLI:
$env:ANODE_AGENT_ID = 'my-cli-task'
$lease = anode lease acquire | Out-String | ConvertFrom-Json if ($LASTEXITCODE -ne 0) { throw 'Desktop acquisition failed.' } $env:ANODE_LEASE_TOKEN = $lease.leaseToken anode exec --cwd C:\project --wait 1000 -- dotnet build | Out-Host anode windows | Out-Host anode shot seat.png | Out-Host anode lease release | Out-Host
PowerShell users: piping to Out-Host (or Out-String) makes PowerShell wait for this GUI executable and
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요