If you have a planer you can buy 1"X2" pine or oak boards and mill them down. HD sometimes has some 1'" square trim that you could mill to the size you need easily. The simplest thing to do would be to rip a 3/8" piece from 1X material. Ripping can be safe with a splitter and a push block. Use a sharp blade made for ripping and you'll be ok.