I'm guessing it's paper micarta. Simply de-grease the micarta, and tape should stick well.
If you want to glue rubber to it, just sand it with some fresh 120 grit paper.
You could probably get away with just sanding it, if it doesn't need to be really grippy. If it's not polished, micarta gets a little grippy-er when it's wet- even sweat.