This paper extends the “Clean City” project, introducing a stationary ensemble for enhanced garbage sorting in urban waste management. The system aims to revolutionize waste sorting efficiency and sustainability by integrating advanced mechanics, sensor technology, and computational algorithms. We detail its design, functionality, and integration with existing infrastructure. Empirical analysis showcases its potential for improved sorting accuracy and reduced environmental impact, marking a substantial advancement in sustainable urban waste management strategies. This innovative approach highlights the ensemble’s scalability and environmental viability as a solution to contemporary urban waste challenges.