omni-computer-use

A faithful 1:1 replica of Anthropic's official computer-use tool surface — shipped as a plain MCP server for Windows. It lets the Claude Code CLI (or any MCP client) drive the Windows desktop the way Claude Desktop's built-in computer-use does: screenshots, mouse / keyboard / scroll / drag / batch input, clipboard, multi-monitor, and application launch.

Real session, one take: the CLI activates omni (glow + pill + terminal parked to the corner), opens VS Code, and types. The corner terminal is the actual conversation that produced this GIF.

Same tool names, same parameters, same coordinate semantics as the desktop tool — an agent that already knows Anthropic's computer-use works here unchanged. Built and verified against Claude Desktop's own computer-use as the ground-truth oracle.

Vision-and-coordinate based, like the official tool (rather than a UI-tree / accessibility approach) — for when you want Anthropic's computer-use paradigm on a Windows CLI: desktop automation, GUI testing, or letting the agent verify the app you're building.

Install

Requires Windows and Python 3.11+ (uv / uvx fetch Python for you). The PyPI package name carries an -mcp suffix; everything else — the command, the server key, this repo — is plain omni-computer-use.

Recommended — install into Claude Code. Claude Desktop reads Claude Code's MCP servers in addition to its own, so this one command makes the server available in both the Claude Code CLI and the Claude Desktop app:

claude mcp add omni-computer-use -s user -- uvx omni-computer-use-mcp
claude mcp list   # expect: omni-computer-use … ✓ Connected

The other directions are narrower. In Claude Desktop's claude_desktop_config.json — visible to Claude Desktop only, the CLI won't see it:

{
  "mcpServers": {
    "omni-computer-use": { "command": "uvx", "args": ["omni-computer-use-mcp"] }
  }
}

A desktop-extension bundle (.mcpb, one-click install) is attached to each GitHub release — same scope caveat: Claude Desktop only.

Run standalone (any MCP client, or just to poke at it):

uvx omni-computer-use-mcp

Windows spawn tip: uv/uvx are native executables and need no wrapper. If your MCP client launches servers through a .cmd shim (like npx), that one needs a cmd /c prefix — this server doesn't.

Example

On a multi-monitor rig every screenshot self-describes — it names the monitor it captured and what else is attached, so the agent never loses track of which screen it is looking at:

This screenshot was taken on monitor "\\.\DISPLAY2" (2560x1600, primary).
Other attached monitors: "\\.\DISPLAY1" (2560x1440). Use switch_display to
capture a different monitor.

open_application reports what actually happened instead of fire-and-forget:

Opened "Calculator".                                  # a real window appeared
launched "…" but its process exited within ~2s        # crashed on startup — reported, not faked
  without showing a window …

Status

• 29 tools — 27 matching Claude Desktop's computer-use, plus deactivate and display_overview; a dev reload tool makes 30 when COMPUTER_USE_DEV=on.
• 16-scenario end-to-end suite under tests/ (scen_*.json), each run through a fresh MCP process.
• Built and verified on Windows 11 (2560×1600 @ 150% DPI) against Claude Desktop's computer-use as the oracle; the screenshot downscale matches CDC's ~1.2 MP within rounding.
• In daily use since 2026-06.

Tools

Matching Anthropic's computer-use (27): request_access, list_granted_applications, request_teach_access, screenshot, zoom, switch_display, cursor_position, mouse_move, left_click, right_click, middle_click, double_click, triple_click, left_click_drag, left_mouse_down, left_mouse_up, scroll, key, hold_key, type, wait, open_application, read_clipboard, write_clipboard, computer_batch, teach_step, teach_batch.

omni-specific (2):

• deactivate — end the session without killing the process (glow off, controlling window restored, grants revoked); the counterpart to request_access.
• display_overview — one composite, labeled image of all monitors laid out per the virtual-desktop arrangement (an orientation aid for "which screen is that window on?"; not a click surface).

All click / move / scroll / drag / zoom coordinates are in the image-pixel space of the most recent screenshot; the server maps them back to physical pixels.

How it works (the parts worth reading)

Faithful desktop visuals. While a session is active the server reproduces Claude Desktop's on-screen affordances, pixel-calibrated from reference captures: a static orange edge glow, a centered "Claude is using your computer" pill that flies to the corner, and the controlling window (the Windows Terminal running the CLI, or the Claude Desktop window itself) shrunk flush to the top-right and parked off-screen during each capture so screenshots show the true desktop with no black box. Click-through is kind-aware: a non-layered terminal drops to the bottom of the z-order for each synthetic click; the layered Claude Desktop window gets WS_EX_TRANSPARENT (the desktop tool's own approach) so clicks pass through to whatever is beneath — the window itself never moves, so the user's real mouse is unaffected.

Keyboard self-harm guard. Synthetic keystrokes go to whatever holds OS focus. If the controlling window (the Claude window, or the hosting terminal) is frontmost, type / key are blocked — otherwise the text would land in the agent's own conversation, or run as a shell command with a trailing Return. The guard is unconditional and identifies the control surface by window identity and owning process, while still leaving a second, unrelated terminal window a legitimate target. Mouse actions are exempt (a click carries its own coordinate).

Multi-monitor. Screenshots carry an event-driven note naming the captured monitor and flagging when it changed; open_application warns when a window opened on a different monitor than captures currently target — precisely, by monitor name, when it has the window handle; display_overview returns the all-screens map. The glow and shrink land on the controlling window's own monitor, leaving other displays untouched.

Honest launching & self-heal. open_application polls for a real window and distinguishes opened / running-no-window-yet / crashed-on-startup / nothing-launched instead of always reporting success. A force-killed session's shrunk terminal is restored on the next start from a small state file (guarded against window-handle reuse).

Hot-reload (dev). Set COMPUTER_USE_DEV=on to add a reload tool that importlib.reloads the logic modules in-process, so edited code takes effect without restarting the session — handy while developing automation against the server. It is off by default (the clean 29-tool surface).

See SPEC.md for the authoritative, tool-by-tool contract and the module architecture.

Differences from the desktop tool (by design)

The built-in computer use grants apps from the list of installed applications and applies a tiered model: browsers are visible but read-only, terminals and IDEs are click-only — no keystrokes, by architecture. Sensible defaults for general desktop use, and they close off the workflow this server was built for: letting the agent launch the app you are currently building — a loose .exe no install list knows about — click through it, type into it, verify behavior, then go back to the IDE and edit code.

omni grants every approved app at tier:"full" — IDEs, terminals, and dev builds included (open_application accepts a full .exe path). Full power, your responsibility.

A CLI has no permission GUI, so request_access auto-grants resolvable apps at tier:"full" and returns the same JSON shape; foreground gating is permissive by default (it only errors on an empty allowlist). Masking of non-allowlisted windows defaults off (the rect-based masker over-masks). Teach mode is a stub — it executes the step's actions and returns a screenshot, but there is no fullscreen tooltip overlay (a desktop-app feature). Each of these is controlled by the env vars below.

Configuration

Variable	Default	Meaning
COMPUTER_USE_MAX_PIXELS	1200000	Max pixels in a downscaled screenshot (≈ 1.2 MP).
COMPUTER_USE_MASKING	off	Mask non-allowlisted app windows in screenshots.
COMPUTER_USE_ENFORCE_FOREGROUND	off	Block input when the frontmost app isn't allowlisted.
COMPUTER_USE_AUTOGRANT	on	Auto-grant resolvable apps on request_access.
COMPUTER_USE_DEV	off	Register the developer reload hot-reload tool (on → 30 tools).
COMPUTER_USE_LOG_DIR	%LOCALAPPDATA%\omni-computer-use\logs	Directory for the rotating mcp.log (tool calls + tracebacks).
COMPUTER_USE_GLOW	on	Static orange edge glow while a session is active.
COMPUTER_USE_SHRINK_TERMINAL	on	Shrink the controlling window to the top-right corner.
COMPUTER_USE_HIDE_CONTROLLING	on	Park the controlling window off-screen during captures.
COMPUTER_USE_PILL	on	Centered "Claude is using your computer" pill.
COMPUTER_USE_GLOW_COLOR	217,119,87	Glow / pill color (#D97757).
COMPUTER_USE_GLOW_ALPHA	0.4	Peak glow opacity at the very edge.
COMPUTER_USE_GLOW_BAND	0.05	Glow band width as a fraction of the smaller screen dimension.
COMPUTER_USE_GLOW_EXCLUDE	on	Exclude the glow / pill from captures.

Gotchas (real Windows behavior)

• IME affects key / hold_key, not type. type injects Unicode directly and bypasses the input method (CJK and emoji work in any layout). key / hold_key send virtual-key codes that pass through the active IME — so with a Chinese IME active, sending the letter a opens a pinyin candidate list instead of typing a. Use type for text; switch the IME to English for letter shortcuts.
• Elevated apps (Task Manager, UAC prompts, admin installers) can't be driven — Windows UIPI blocks input from a non-elevated process. Same limitation as the desktop tool.

Tests

tests/ holds a 16-scenario end-to-end suite (scen_*.json) plus the driver that launches a fresh server and runs a scenario's JSON list of tool calls, interleaving the returned images:

uv run python tests/drive.py tests/scen_calc.json     # compute 7×8 by clicks, screenshot, verify

tests/dev/ holds the one-off Win32 probes written during development (glow/pill sampling, z-order and capture-affinity experiments).

Tech stack

Python ≥ 3.11, packaged with uv, src layout, hatchling. mcp Python SDK (FastMCP) over stdio; mss for capture; pillow for imaging; pywin32 + ctypes for DPI awareness, window / clipboard / foreground access, and raw Win32 SendInput mouse/keyboard injection.

Privacy Policy

omni-computer-use runs entirely on your machine and has no server side.

• Data collection: none. The source imports no networking libraries and contains no telemetry, analytics, or crash reporting. Nothing is ever uploaded, anywhere.
• Usage and storage. Screenshots, clipboard contents, and input events are processed in memory on your machine and returned only over local stdio to the MCP client you connected the server to. The only thing written to disk is a rotating local log (mcp.log, tool calls and tracebacks) under %LOCALAPPDATA%\omni-computer-use\logs — configurable via COMPUTER_USE_LOG_DIR, deletable at any time.
• Third-party sharing: none. No accounts, no external services, no third parties.
• Data retention. Log rotation on your own disk is the only retention there is; you control it.
• Contact. Privacy questions: open a GitHub issue.

Note that whatever MCP client you attach (e.g. Claude Desktop, the Claude Code CLI) receives the screenshots and text this server captures, and is governed by its own privacy policy.

License

MIT © Jason26214

<!-- mcp-name: io.github.Jason26214/omni-computer-use -->