A massage motion control method, a robot controller using the same, and a storage medium are provided. The method includes: calculating a robot end desired speed and a robot end desired angular speed corresponding to a desired massage trajectory of a massage robot to compensate using two obtained robot end compensation amounts in the case that the desired massage trajectory for a target massage area at a current control cycle, a robot end speed compensation amount meeting a desired massage intensity requirement, and a robot end angular speed compensation amount adapted to an environmental curvature of the target massage area are obtained, and controlling the massage robot by determining a corresponding to-be-outputted joint angle based on motion parameter(s) obtained by the compensation. In this manner, the adaptive change of the massage position and the massage intensity for the massage area of the patient can be realized.