If your getting alot of wear on your shelf, you might want to see if your spined right.
.... and that your nock point isn't a bit too low.
Any thin, pliable leather will work. I'm kinda partial to using suede when I've got it on hand. Just about any hobby shop sells bags of mixed scrap leather. All kinds, all colors and almost all good for shelf/plate covers.