The architecture follows a client-server model. The client interacts with the server, which utilizes the MCP protocol to enable tool calling functionality. The application utilizes a dedicated 'stock_tools' module, suggesting a modular design approach for tool integration. Streamlit is used to build the User Interface, offering interactive data display.