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제작자가 쓴 설명(영어 원문)
Verified desktop control for agents on Windows and Linux: apps with no API, windows, shell, browser.
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.
GHOST_VISION_API_KEY비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
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
실행하기 전에 빈 값을 채워 주세요.
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 7일 점검
레지스트리 이름이 GitHub 계정 NORTHTEKDevs 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.
입력해야 할 값: GHOST_VISION_API_KEY
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(0.23.4)은 2개월 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. 내 컴퓨터에 MCPB도 있어야 해요.
같은 카테고리에는: GitHub, Desktop Commander, Cloudflare MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
Cloudflare MCP servers
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Verified control of the whole desktop, for agents and programs, on Windows and Linux. Ghost gives Claude Code, Codex, Cursor, any MCP harness, or a plain script the operating system's own control surface: the apps with no API, the windows, the shell, and the browser you are already logged into - in the background without taking your screen or cursor, with every action proven to have happened.
Like Playwright, but for the native desktop, and built for agents. Ghost does the perceiving, the acting, and the verifying; the model you are already running does any looking that is needed, so there is no vision API key to set.
One MCP surface, two engines: Win32 UI Automation on Windows, AT-SPI2 over D-Bus on Linux. The verbs, the locator tiers and the act-then-verify loop are written once and behave the same on both. Platform support · Linux setup
background. Since 0.20 it is also *constructive*: anything Ghost starts (an app, a windowed browser) is born on a hidden desktop that has its own input queue and cannot take your foreground, and the ordinary verbs drive it there by window title. A call that truly has no background path fails naming the action instead of quietly taking the screen. Since 0.22 the policy is *locked* there: no tool call can raise it, so an agent cannot decide on its own to take your mouse. You can, by setting GHOST_FOCUS_LOCK=off in the server's environment. And since 0.23 a window that grabs the foreground on its own - browsers do, on their own accessibility calls - is handed straight back, so your typing keeps going where you are looking. Measured on a real desktop with a person typing throughout: of roughly 490 keystrokes a run, zero to one reached the window the agent was driving. (how)ghost verify drives the real MCP server over stdio and audits every claim above against hard timing budgets, exiting non-zero if any of them does not hold on your hardware.verified / focus_confirmed - never a blind ok:true. Agents fail by acting and not knowing if it worked; Ghost closes that loop.ghost_see (every element with its name, role and on-screen centre) or ghost_screenshot itself. Ghost's own vision tier is optional, exists for callers with no model of their own, and is off until configured.See it in one script: examples/background_agent_demo.py drives an app in the background while the foreground stays yours. Honest comparison vs Playwright-MCP / cua-driver / Computer Use: docs/comparison.md.
Vision is the smallest part of it. In a typical session an agent calls Ghost mostly to act, to manage windows and processes, to run commands, and to read state back.
| Use | Tools | Typical caller |
|---|---|---|
| Driving apps with no API: installers, legacy line-of-business software, vendor portals, WPF and Electron tools | ghost_act, ghost_key, ghost_scroll, ghost_drag | agents, RPA scripts |
| Window and process control: launch invisibly, focus, minimize, restore, close, recover hidden windows, sweep orphaned browsers | ghost_window, ghost_desktop_*, ghost_stats | agents, ops scripts |
| A terminal for the agent: builds, git, CLIs, persistent PowerShell state, spawning another Claude Code session | ghost_shell, ghost_run | coding agents on Windows |
| Driving the browser you are already signed into, through its DevTools port: tabs, navigation, DOM clicks, JS eval, page text | 19 ghost_browser_* and ghost_tab_* tools | agents, web automations |
| Reading data out of apps with no export: accessibility text, tab text, OCR | ghost_see mode=text, ghost_tab_text | agents, reporting scripts |
| Making "did it work" a machine check: element exists, value equals, wait for idle or text | ghost_assert, ghost_wait | QA agents, CI |
| Isolated desktops: overnight GUI work and parallel agents that never touch the human's screen | ghost_window op=launch, the focus policy, ghost_desktop_* | autonomous runs |
| Reproducible multi-step flows with retries and conditions, no model in the loop | intents via ghost run, POST /run, ghost_execute_intent | scheduled jobs |
| The clipboard as a bridge into apps that resist typing | ghost_clipboard | all of the above |
Every row runs under the same guarantees: the action returns verified, the default policy never takes your foreground, and Ctrl+Alt+G stops every Ghost process at once.
Ghost is the layer between a model and the desktop. The model reasons; Ghost sees the screen the way the operating system does, acts on real controls without touching your foreground, and reports whether the action took. It gives programmatic control over any desktop application - native Win32, Electron, WPF, UWP, GTK, Qt, or otherwise - to an agent, a script, or a program.
On Windows it uses UI Automation for element discovery, SendInput for keyboard/mouse injection, and DXGI/GDI for screen capture. On Linux it uses AT-SPI2 over D-Bus for discovery and actions, XTEST (X11) or the RemoteDesktop portal / uinput (Wayland) for input, and X11 GetImage or the Screenshot portal for capture. The Linux engine is pure Rust - no -devel packages to install.
Ship it three ways:
ghost click --name "Submit")curl http://127.0.0.1:7878/list-windows)The MCP surface is 20 desktop verbs, 19 ghost_browser_* / ghost_tab_* tools for driving individual browser tabs in the background (Chrome, Comet, Edge, Brave), and 15 Windows-only tools: the focus policy plus ghost_desktop_* for explicit control of isolated Windows desktops the user never sees. Under the default policy you rarely need the latter: ghost_window op=launch already starts the app on the hidden desktop auto, and ghost_see / ghost_act / ghost_key / ghost_scroll reach it with window= exactly as they reach a window on your own desktop (target.surface in the response tells you which). UIA, window messages and capture work fully there. Real SendInput does not, because Windows refuses it off the input desktop, and typing is proven by reading the control's value back, so a target that drops posted characters returns an error rather than a false success. The desktop verbs and the browser tools build on Linux as well; the focus policy and hidden desktops are Windows-only.
No Claude required. No browser required. No CDP. It drives apps through the OS's own automation and input APIs, so it works with native apps that have no API and no automation hooks of their own - the same reliability whether or not an app was built to be automated.
| Platform | Status | Engine |
|---|---|---|
| Windows | ✅ full and verified | ghost-core - Win32 UI Automation, SendInput, posted window messages, DXGI/GDI capture |
| Linux, X11 | ✅ functional - verified by live CI tests against a real GTK app | ghost-linux - AT-SPI2 over D-Bus, XTEST input, X11 GetImage capture |
| Linux, Wayland | ⚠️ implemented, NOT verified - no test has run it on hardware | same AT-SPI2 discovery and actions; input and capture go through the RemoteDesktop / Screenshot portals or uinput instead |
| macOS | 🚧 scaffold | Accessibility + CGEvent + ScreenCaptureKit - to be built on a Mac |
Wayland deserves the separate row rather than a footnote: it is the default session on current Ubuntu and Fedora, so it is what most Linux users would actually run, and it is the part with no test behind it. The discovery and action layer is shared with X11 and is covered, and it is the layer that matters most here - AT-SPI2 asks the application to do the thing, so there is no pointer to move and no window to raise. What is unverified is the fallback underneath: portal input, portal capture, uinput. If you run Wayland, treat ghost doctor as the first thing to run and expect to file bugs. Reports are welcome and are the fastest way that row changes.
ghost-session and ghost-mcp are shared: the locator tiers, grounding cascade, act-then-verify loop and the 20 core MCP verbs are written once and run on both platforms. Only the engine underneath changes, behind a one-line cfg alias. The browser and tab tools are engine-independent and build for both; the focus policy and isolated desktops are Windows-only and are reported as such rather than faked.
The wedge survives the port. On Windows, driving an app without stealing focus is built on posted window messages. Linux has a cleaner analogue in AT-SPI2 actions: the application performs the operation through its own toolkit, so there is no pointer to move and no window to raise. That layer is the same code under X11 and Wayland; synthetic input is only the fallback beneath it, and the fallback is the part Wayland has not been tested on.
This is tested, not asserted: CI stands up a real desktop (Xvfb + D-Bus + at-spi-bus-launcher), drives a real GTK application, and requires that text written through AT-SPI reads back from the app and that invoking a button actually dismisses the dialog. Wayland portal input and capture are implemented but not yet verified on hardware.
Linux setup, verification checklist and honest limitations: docs/linux-fedora.md. Capa
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