A modular seating system is provided having one or more seat units. Each seat unit includes a plurality of legs extending downward. A suction device is connected to a lower surface of at least one of the legs to hold the seat in place on the floor. The seat units also include first connector components for connection to back units and/or arm units. The back units and arm units include second connector components configured to cooperate with the first connector components.