Snowfort Circuit MCP▌

by icefort-ai
Snowfort Circuit MCP — MCP server for AI coding agents enabling browser automation, electron automation and AI test auto
A comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with auto-snapshots and element references.
best for
- / AI agents automating web workflows
- / Testing web applications and desktop apps
- / Data extraction from websites and desktop software
- / Automated UI interactions for development
capabilities
- / Launch and control web browsers (Chromium, Firefox, WebKit)
- / Automate Electron desktop applications
- / Take automatic screenshots with element references
- / Click, type, scroll, and interact with UI elements
- / Navigate web pages and fill forms
- / Extract data from web pages and desktop apps
what it does
Automates web browsers and Electron desktop applications through AI agents with automatic snapshots and element references. Works with Chromium, Firefox, WebKit browsers and any Electron-based desktop app.
about
Snowfort Circuit MCP is an official MCP server published by icefort-ai that provides AI assistants with tools and capabilities via the Model Context Protocol. Snowfort Circuit MCP — MCP server for AI coding agents enabling browser automation, electron automation and AI test auto It is categorized under browser automation, developer tools.
how to install
You can install Snowfort Circuit MCP in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.
license
NOASSERTION
Snowfort Circuit MCP is released under the NOASSERTION license.
readme
Circuit MCP - Computer use for webapps and electron apps
Circuit MCP is a comprehensive Model Context Protocol (MCP) server suite that enables AI coding agents to automate both web browsers and Electron desktop applications with unparalleled precision and flexibility.
🚀 Quick Start for AI Agents
MCP Configuration
Add to your AI agent's MCP configuration file:
Web Automation Only
{
"mcpServers": {
"circuit-web": {
"command": "npx",
"args": ["@snowfort/circuit-web@latest"]
}
}
}
Desktop Automation Only
{
"mcpServers": {
"circuit-electron": {
"command": "npx",
"args": ["@snowfort/circuit-electron@latest"]
}
}
}
Complete Dual-Engine Setup (Recommended)
{
"mcpServers": {
"circuit-web": {
"command": "npx",
"args": ["@snowfort/circuit-web@latest"]
},
"circuit-electron": {
"command": "npx",
"args": ["@snowfort/circuit-electron@latest"]
}
}
}
First Commands
Once configured, your AI agent can immediately start automating:
// Launch browser with optimized AI settings
browser_launch({
"compressScreenshots": true,
"screenshotQuality": 50
})
browser_navigate({"sessionId": "...", "url": "https://github.com"})
// Auto-snapshot included in response!
// Launch and control any Electron app
app_launch({"app": "/Applications/Visual Studio Code.app"})
click({"sessionId": "...", "selector": "button[title='New File']"})
✨ Features
🌐 Web Automation (29 Tools)
- Cross-Browser Support: Chromium, Firefox, WebKit
- 🎯 AI-Optimized Snapshots: Auto-snapshots with element references after every action
- 📸 Smart Screenshot Compression: JPEG compression for faster AI workflows (configurable)
- Complete Interaction Set: Click, type, hover, drag, scroll with auto-context
- 🖱️ Multi-Tab Management: Create, switch, list, and close browser tabs
- 📊 Network & Console Monitoring: Real-time request tracking and console capture
- Advanced Input: File uploads, dropdown selection, keyboard shortcuts
- Content Extraction: HTML content, text content, accessibility trees with element refs
- Visual Capture: Compressed screenshots, PDF generation
- Navigation: History control, page reload, URL navigation
- Dialog Handling: Automatic alert/confirm/prompt management
- Browser Control: Viewport resizing, window management
- 🧪 Test Generation: Auto-generate Playwright test code from recorded actions
- JavaScript Execution: Run custom scripts in page context
- Smart Waiting: Element appearance, network idle, page load states
🖥️ Desktop Automation (32 Tools)
- 🎯 AI-Optimized Desktop Control: Launches and controls Electron apps with auto-snapshots
- 📸 Smart Screenshot Compression: JPEG compression for faster AI workflows (configurable)
- 🔧 Development Mode Support: Launch apps during development with auto-detection
- Universal Electron Support: Any Electron application (packaged or development)
- Multi-Window Management: Control multiple app windows simultaneously
- IPC Communication: Direct inter-process communication with apps
- Native File System: Read/write files directly
- Enhanced Targeting: Role-based clicks, nth element selection, text-based targeting
- Accessibility-First: Built-in accessibility tree navigation with element refs
- State Management: Advanced page state waiting and monitoring
- 🐛 Console & Network Monitoring: Capture application logs and network requests for debugging
- All Web Tools: Every web automation tool works in desktop context
🔧 Architecture Benefits
- 🤖 AI-First Design: Auto-snapshots, element references, and compressed images for optimal AI workflows
- Runtime App Selection: Specify Electron apps at tool call time, not startup
- Session Management: Multiple concurrent automation sessions with full isolation
- Type Safety: Full TypeScript support with comprehensive type definitions
- Error Handling: Robust error reporting and recovery
- Performance Optimized: Efficient resource usage and fast execution
📚 Complete Tool Reference
🌐 Web Tools
| Tool | Description | Key Parameters |
|---|---|---|
browser_launch | Launch browser with AI optimizations | browser, headed, viewport, compressScreenshots, screenshotQuality |
browser_navigate | Navigate to URL (includes auto-snapshot) | sessionId, url |
browser_resize | Resize browser viewport | sessionId, width, height |
browser_handle_dialog | Set dialog auto-response | sessionId, action, promptText |
browser_tab_new | Create new browser tab | sessionId |
browser_tab_list | List all open tabs | sessionId |
browser_tab_select | Switch to specific tab | sessionId, tabId |
browser_tab_close | Close specific tab | sessionId, tabId |
browser_network_requests | Get network request history | sessionId |
browser_console_messages | Get console message history | sessionId |
browser_generate_playwright_test | Generate test code from actions | sessionId |
click | Click element (includes auto-snapshot) | sessionId, selector, windowId |
type | Type text (includes auto-snapshot) | sessionId, selector, text, windowId |
hover | Hover over element (includes auto-snapshot) | sessionId, selector, windowId |
drag | Drag element to target | sessionId, sourceSelector, targetSelector |
key | Press keyboard key (includes auto-snapshot) | sessionId, key, windowId |
select | Select dropdown option | sessionId, selector, value |
upload | Upload file to input | sessionId, selector, filePath |
back | Navigate back in history | sessionId |
forward | Navigate forward in history | sessionId |
refresh | Reload current page | sessionId |
screenshot | Take compressed screenshot | sessionId, path |
snapshot | Get accessibility tree with element refs | sessionId |
pdf | Generate PDF of page | sessionId, path |
content | Get HTML content | sessionId |
text_content | Get visible text | sessionId |
evaluate | Execute JavaScript | sessionId, script |
wait_for_selector | Wait for element | sessionId, selector, timeout |
close | Close browser session | sessionId |
🖥️ Electron Tools
| Tool | Description | Key Parameters |
|---|---|---|
app_launch | Launch Electron app with AI optimizations | app, mode, projectPath, startScript, disableDevtools, compressScreenshots, screenshotQuality |
get_windows | List windows with type identification | sessionId |
ipc_invoke | Call IPC method | sessionId, channel, args |
fs_write_file | Write file to disk | sessionId, filePath, content |
fs_read_file | Read file from disk | sessionId, filePath |
keyboard_press | Press key with modifiers | sessionId, key, modifiers |
click_by_text | Click element by text | sessionId, text, exact |
click_by_role | Click by accessibility role | sessionId, role, name |
click_nth | Click nth matching element | sessionId, selector, index |
keyboard_type | Type with delay | sessionId, text, delay |
add_locator_handler | Handle modals/popups | sessionId, selector, action |
wait_for_load_state | Wait for page state | sessionId, state |
smart_click | Smart click with auto-detection (refs/text/CSS) | sessionId, target, strategy, windowId |
browser_console_messages | Get console logs from Electron app | sessionId |
browser_network_requests | Get network requests from Electron app | sessionId |
| + Shared Web Tools | Core web tools: click, type, screenshot, evaluate, etc. |
💡 Usage Examples
Web Automation Workflows
AI-Optimized Browser Launch
// Launch with optimal AI settings
const session = await browser_launch({
"compressScreenshots": true,
"screenshotQuality": 50,
"headed": false
})
// Navigation automatically includes page snapshot with element refs
await browser_navigate({
"sessionId": session.id,
"url": "https://github.com"
})
// Response includes auto-snapshot with element references like ref="e1", ref="e2"
Multi-Tab Workflow
// Create and manage multiple tabs
const session = await browser_launch({})
await browser_navigate({"sessionId": session.id, "url": "https://github.com"})
const newTabId = await browser_tab_new({"sessionId": session.id})
await browser_tab_select({"sessionId": session.id, "tabId": newTabId})
await browser_navigate({"sessionId": session.id, "url": "https://stackoverflow.com"})
const tabs = await browser_tab_list({"sessionId": session.id})
// Shows all tabs with titles, URLs, and active status
Element Targeting with References
// Navigate and get element references
await browser_navigate({"sessionId": session.id, "url": "https://example.com"})
// Auto-snapshot response includes:
// {"role": "button", "name": "Sign In", "ref": "e5"}
// Click using standard selector (auto-snapshot included)
await click({"sessionId": session.id, "selector": "button:has-text('Sign In')"})
// Response includes updated page snapshot showing interaction result
Network and Console Monitoring
// Monitor page activity
await browser_navigate({"sessionId": session.id, "url": "https://api-heavy-site.com"})
const requests = await browser_network_requests({"sessionId": session.id})
const consoleMessages = await browser_console_messages({"sessionId": session.id})
// Generate test code from actions
const testCode =
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