The AI Trader's Toolkit aims to provide rookie traders, students, and AI beginners with an educative dashboard to learn AI-assisted financial analysis. It will propose a series of modules (widgets) for streaming financial data from stock and crypto markets, and plotting the results from different forecasting models. With this modular dashboard, the user will be able to compare, learn, and test financial strategies and AI models in the most visual way.