The invention relates to an efficient intelligent numerical control panel double-side groove forming machine tool. The machine tool comprises a conveying mechanism, a feed mechanism, a panel centeringmechanism, a panel cutting mechanism, a discharging mechanism and a lathe bed. The conveying mechanism conveys panels to the feed mechanism, the feed mechanism places the panels to the panel centering mechanism, and the panel cutting mechanism cuts the panels and conveys the panels to the discharging mechanism. The efficient intelligent numerical control panel double-side groove forming machine tool is simple in structure, wide in application range, capable of reducing heat deformation, high in cutting precision and firm in fixing, cutting force is parallel to the machining plane, and blade losses are reduced.