In an effort to develop more sophisticated and efficient approaches, rehabilitation practices are always changing. The development of Rehabilitation Gloves with Mind Wave sensor, a ground-breaking invention in the field, was the result of this paper's goal to provide a cutting-edge and seamless rehabilitation strategy. These gloves, which use pneumatic technology, give patients in need of rehabilitation exact control over their hand movements. These painstakingly designed gloves provide complete support during the recovery process by combining brainwave neural signals, EMG sensors, and muscle reading sensors. The design concepts and key hardware elements of the glove are examined in detail in this study. Importantly, this breakthrough provides excellent treatment and new hope to stroke survivors and a variety of other people in need of rehabilitation. This proposal's ability to enable patients to receive rehabilitation from the convenience of their homes, doing away with the necessity for trips to rehabilitation facilities, is a noteworthy benefit. This makes the recovery process easier and more effective by reducing the discomfort that comes with typical treatment and cutting down on rehabilitation time. By improving the lives of those in need and opening the door for a more patient-centric approach to care, the Rehabilitation Gloves with Mind Wave mark a substantial advancement in the field of rehabilitation. SolidWorks and MATLAB were used to simulate the system that was described, and laboratory implementation was used to confirm its experimental validity.