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Visible Manus

A multi-agent AI orchestration system with real-time visualization. Watch AI agents plan, execute tasks, and collaborate through an interactive canvas interface.

Setup

Backend

# Install dependencies
pip install -r requirements.txt

# Create .env file
DEEPSEEK_API_KEY=your_api_key
DEEPSEEK_URL=https://api.deepseek.com

# Start WebSocket server
python server.py

Frontend

cd frontend
npm install
npm run dev

Browser MCP (for ResearchAgent)

  1. Open Chrome browser
  2. Install Browser MCP extension
  3. Click "Connect" in the extension

Usage

  1. Open http://localhost:5173
  2. Navigate to "Live Demo" in the sidebar
  3. Enter a request (e.g., "research about Glassmorphism style and build a sample page")
  4. Watch the agents work in real-time on the canvas

Architecture

  • Planner: Breaks down requests into tasks with dependencies
  • ResearchAgent: Web research using browser automation
  • WebCoderAgent: Creates HTML/CSS/JS webpages
  • Frontend: React + Vite + Zustand + Framer Motion
  • Communication: WebSocket for real-time updates

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