The approaches to the development (using the contactless touchscreen game controller Microsoft Kinect) of rehabilitation games for the complete or partial restoration of the motor functions of post-stroke patients using Microsoft Kinect are outlined. Problems that have been overcome, when working with the Microsoft Kinect and elements of game mechanics to achieve the involvement of the patient in the rehabilitation and gaming process are described.