Atlas / MCP servers / ashwwwin / Automation

AutomationCAUTION

mcp/ashwwwin/automation

Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.

Verdict
CAUTION
Grade
B
Trust score
81 /100
Exposed tools
20 16r · 4w · 0d
Transport
—
License
MIT
Stars
415
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Automation MCP is a Model Context Protocol (MCP) server that provides AI models with complete desktop automation capabilities on macOS. It enables AI assistants to:

  • 🖱️ Control your mouse (click, move, scroll, drag)
  • ⌨️ Type and send keyboard input (including system shortcuts)
  • 📸 Take screenshots and analyze screen content
  • 🪟 Manage windows (focus, move, resize, minimize)
  • 🎯 Interact with UI elements through coordinates
  • 🎨 Analyze screen colors and highlight regions
  • 🔍 Wait for images to appear on screen

🚀 Quick start

Make sure you have furi installed, and then run the following command:

furi add ashwwwin/automation-mcp

followed by:

furi start ashwwwin/automation-mcp

and you're done! (or you can just use the furi desktop app for no cli).

🥲 Normal start (without furi)

Prerequisites

  • Bun runtime - Install with: curl -fsSL https://bun.sh/install | bash

1. Clone and Install

git clone https://github.com/ashwwwin/automation-mcp.git
cd automation-mcp
bun install

2. Start the Server

# Start with HTTP transport (recommended for web apps)
bun run index.ts

# Or start with stdio transport (for command line tools)
bun run index.ts --stdio

3. Grant Permissions

On first run, macOS will ask for permissions. You must grant these for full functionality:

  1. Accessibility - Allows keyboard/mouse control
  2. Screen Recording - Enables screenshots and screen analysis

Or manually enable in: System Settings → Privacy & Security → Accessibility/Screen Recording

🛠️ Available Tools

🖱️ Mouse Control

  • mouseClick - Click at coordinates with left/right/middle button
  • mouseDoubleClick - Double-click at coordinates
  • mouseMove - Move cursor to position
  • mouseGetPosition - Get current cursor location
  • mouseScroll - Scroll in any direction
  • mouseDrag - Drag from c
Read from source at commit e1f422ed5dc7OBSERVED · 2026-10-01
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add automation-mcp -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "automation-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ]
    }
  }
}
03

Exposed tools (20)

16 read · 4 write · 0 destructive.

ToolRiskDescription
colorAtreadGet the color of a pixel at specific screen coordinates.
getActiveWindowreadGet information about the currently active window.
getWindowsreadGet information about all open windows.
keyControlreadPress or release specific keys for advanced key combinations.
mouseButtonControlreadPress or release a mouse button without clicking.
mouseClickreadSimulate a mouse click at the given screen coordinates.
mouseDoubleClickreadSimulate a mouse double-click at the given screen coordinates.
mouseDragreadDrag the mouse from current position to target coordinates.
mouseGetPositionreadGet the current mouse cursor position.
mouseMovewriteMove the mouse to specific coordinates.
mouseMovePathwriteMove mouse along a path of coordinates with smooth animation.
mouseScrollreadScroll the mouse wheel in a specified direction.
screenHighlightreadHighlight a region on the screen for visual feedback.
screenInforeadGet screen dimensions and information.
screenshotreadCapture a screenshot (full screen, region, or window). Default to full screen if no preference. This will also provide information about the user
sleepreadPause execution for a specified amount of time.
systemCommandwriteExecute common system key combinations (copy, paste, undo, etc.).
typereadSimulate typing text or pressing key combinations. Provide either
waitForImagereadWait for an image to appear on screen and return its location.
windowControlwriteControl a window (focus, move, resize, minimize, restore).
04

Trust audit

CAUTIONgrade B · trust 81/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (5 observation(s))
Network
none-observed
Shell
declared (5 observation(s))
Dependencies
not all pinned
Secrets in source
none-found

Findings (19)

MEDIUMInventory / provenance · inv.binary · CWE-1104
nutjs/libnut-core/build/Release/libnut.node
libnut.node
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
MEDIUMInventory / provenance · inv.binary · CWE-1104
nutjs/nut.js/node_modules/clipboardy/fallbacks/.DS_Store
.DS_Store
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
MEDIUMInventory / provenance · inv.binary · CWE-1104
nutjs/nut.js/node_modules/clipboardy/fallbacks/linux/xsel
xsel
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
MEDIUMInventory / provenance · inv.binary · CWE-1104
nutjs/nut.js/node_modules/clipboardy/fallbacks/windows/.DS_Store
.DS_Store
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
MEDIUMInventory / provenance · inv.binary · CWE-1104
nutjs/nut.js/node_modules/clipboardy/fallbacks/windows/clipboard_i686.exe
clipboard_i686.exe
Why it matters. a compiled or binary member cannot be reviewed from source
Fix. ship source, or explain the binary in the README
LOWInventory / provenance · inv.hidden_file · CWE-1104
nutjs/nut.js/node_modules/clipboardy/fallbacks/.DS_Store
.DS_Store
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
nutjs/nut.js/node_modules/clipboardy/fallbacks/windows/.DS_Store
.DS_Store
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
nutjs/nut.js/core/nut.js/dist/lib/expect/matchers/toBeAt.function.d.ts:1
import { MouseClass } from "../../mouse.class";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
nutjs/nut.js/core/nut.js/dist/lib/expect/matchers/toBeIn.function.d.ts:1
import { MouseClass } from "../../mouse.class";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
nutjs/nut.js/core/nut.js/dist/lib/expect/matchers/toHaveColor.function.js:4
const index_1 = require("../../../index");
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
nutjs/nut.js/core/nut.js/dist/lib/expect/matchers/toShow.function.d.ts:1
import { ScreenClass } from "../../screen.class";
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
nutjs/nut.js/core/nut.js/dist/lib/expect/matchers/toShow.function.js:5
const index_1 = require("../../../index");
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
nutjs/nut.js/node_modules/arch/package.json
airtap, standard, tape
Why it matters. 3 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
nutjs/nut.js/node_modules/clipboardy/package.json
arch, execa, is-wsl, ava, tsd, xo
Why it matters. 6 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
nutjs/nut.js/node_modules/is-docker/package.json
ava, sinon, tsd, xo
Why it matters. 4 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
nutjs/nut.js/node_modules/is-wsl/package.json
is-docker, ava, clear-module, proxyquire, tsd, xo
Why it matters. 6 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
fastmcp, get-windows, jimp, node-mac-permissions, zod, @types/bun
Why it matters. 6 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWPrompt injection · prompt.fetch_and_trust · CWE-94, CWE-1427
README.md:15
Make sure you have [furi](https://github.com/ashwwwin/furi) installed, and then run the following command:
Why it matters. remote text is to be obeyed as instructions
LOWSupply chain · prompt.pipe_to_shell · CWE-829, CWE-1357
README.md:33
- **Bun** runtime - Install with: `curl -fsSL https://bun.sh/install | bash`

Gates applied: no_behavioural_pass.

Audited 2026-10-01 · audit v0.4.1 · source sha e1f422ed5dc7full audit observations/trust-audit/mcp-server/ashwwwin__automation.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-01e1f422ed5dc7CAUTIONB81first audit
06

Questions

What is the Automation MCP server?

Control your Mac with detailed mouse, keyboard, screen, and window management capabilities.

What tools does Automation expose?

20 in total: 16 read-only, 4 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is Automation safe to connect to an agent?

With care. The audit graded it B (81/100) and found 19 things worth knowing before you trust this server, listed below with the exact line each was found on.

What credentials does Automation need?

No credential environment variables were found in its source, so it appears to need none.

How current is this page?

The grade is for one exact copy of the source (e1f422ed5dc7), read on 2026-10-01. The repository is watched and re-audited when it changes.

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