Overview This project is an AI-powered trading analysis platform designed to help traders make smarter, faster decisions in the market. The backend is built in Python with FastAPI using the Agno framework, providing a scalable and efficient foundation for handling large volumes of market data.

A Node.js scheduled job runs in the background to trigger market scans based on user input, ensuring that insights and signals are always up-to-date. Meanwhile, MCP-powered AI agents intelligently manage token usage, reducing operational overhead by roughly 80%.

Traders interact with a dynamic, interactive React/Next.js dashboard, visualizing market trends, analyzing token performance, and exploring trading strategies. The platform is designed to handle complex data flows while keeping the interface intuitive, making advanced market analysis accessible and actionable.

Dashboard

The dashboard provides a comprehensive view of live market data, trend charts, and portfolio insights, giving traders a clear understanding of market conditions at a glance.

Signals

The signals section leverages AI to highlight key trading opportunities, visualize predictive analytics, and transform raw market data into actionable insights.