The architecture is modular, separating concerns into handlers (resources, tools, prompts) and utilities (database, Alpha Vantage API). It uses a .env file for configuration. The project is structured to promote maintainability with designated modules for database interactions, API calls, and tool implementations. The tests further promote the stability of the software.