An auto feeder utilizes a motorized drive system with rubber-coated feed rollers powered by an adjustable gearbox; when pressed down against stock on a shaper, table saw, or jointer, the rotating rollers maintain constant, uniform downward and forward pressure to feed material smoothly through the cutting head at a consistent rate.