The rotary engine piston and seal assembly is disclosed that improves engine efficiency and power and reduces wear on an inner housing surface. It has a somewhat cube-shaped piston and a pair of grooves running around all four sliding side surfaces. The grooves contain a series of segmented metal seals and are compressed against the mating surfaces by a group of seal springs.