The Leap Motion is the mechanism to Flying Drone Controller by Hand Gesture Using Leap Motion. It has a sensor for hand gesture to fly a drone. This undertaking consists of a few hardware and software that are microcontroller Arduino, drone-like SYMA X5SC Explorer 2, Microsoft Visual Studio 2019, gesture sensor Leap motion and digital to analog MCP 4725. Leap Motion is taught by the manual motion and the Arduino instruction. Arduino receives the Leap Motion instructions, and the remote controller receives data from Arduino and sends signal to a drone immediately. Based on the hand gesture instruction, Drone flies into the air. There are three instructional conditions: throttle, pitch and roll. This system is designed to create a hand gesture instruction and to develop the program code of the features of the Leap Mo-tion using the Microsoft Visual Studio 2019. This technology has been explored and researched and many new things can be learned. Leap Motion was selected to operate a drone with a touchless condition for this task. There were three purposes in this task after investigations of the control system of hand gesture were made, particularly for drones. The planning is designed to ensure that the system fulfills its goals. It is suitable for farming, photography and military applications. Therefore, drone handling can be improved in future without shifting the key or pressing any control button.