I made myself a stamp press by using the acrylic sheet from a stamp positioner and some foam that something had come packed in. A cheap synthetic sponge would probably work as well, one that has some good thickness. Simply cut a few squares and attach with double sided tape.
Any sheet of thick and sturdy clear plastic will do. Perhaps you have a bit of plexiglass lying around. Or maybe an acrylic frame.