The invention discloses an improved intelligent touch controller. The improved intelligent touch controller comprises a support plate, wherein a touch mechanism and a massage mechanism are arranged at the top of the support plate; the touch mechanism and the massage mechanism are located at two ends of the support plate respectively; the massage mechanism comprises a support table and rolling balls; an arc-shaped tank is arranged at the top of the support table; two arc-shaped grooves are formed in the arc-shaped tank; a distance between center points of the two arc-shaped grooves is 1-3cm; the rolling balls are located in the arc-shaped grooves and partially protrude out of the upper surface of the arc-shaped tank. Through the improved intelligent touch controller, the problems of joint stiffness and muscle strain of the hands when the people uses a mouse or a touch plate in front of a computer for a long time can be solved.