A lightweight on-chain transaction visualizer with an integrated AI Agent for wallet behavior analysis.
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INTERCOM is a web-based wallet intelligence dashboard that allows users to:
- Visualize recent wallet transactions
- Analyze wallet behavior patterns
- Detect potential bot activity
- Generate a simplified risk score
- View summarized transaction insights
The system fetches the latest 50 transactions and renders them using a D3 force graph.
Currently supports ERC20 (Ethereum Mainnet).
Below the transaction graph, users can access an interactive AI Agent.
The AI Agent supports:
- Analyze wallet behavior
- Calculate risk score
- Detect bot pattern
- Show transaction summary
- Detect suspicious activity
Users simply input a number (1–5) to trigger the selected AI analysis mode.
The AI Agent is designed to simulate on-chain behavioral intelligence in a lightweight and extensible way.
- User inputs a wallet address.
- Backend fetches the latest 50 transactions via Etherscan API.
- Transactions are mapped into nodes and links.
- D3 renders a force-directed transaction graph.
- AI Agent analyzes wallet behavior using selectable heuristic modes.
- ✅ ERC20 (Ethereum Mainnet)
⚠️ SOL (Coming Soon)⚠️ TRAC Network (Under Development)
Multi-chain support is planned as the next milestone.
- Node.js
- Express
- D3.js v7
- Etherscan API (v2)
- Modular architecture (feature-based structure)
git clone https://github.com/MrHaans/wallet-visualizer
cd wallet-visualizernpm installnode web-server.js- Multi-chain support (SOL integration)
- Native TRAC Network transaction parser
- Advanced AI scoring engine
- Real-time wallet monitoring
- Cross-chain behavioral analytics
MRHAANS