The application uses a server-based architecture to expose Redash functionalities through the Model Context Protocol. It leverages the Redash API to interact with Redash instances. The server is designed to be configured via environment variables, promoting flexibility and ease of deployment. The design supports various tools for query and dashboard management and execution.