The first year, I tried covering my trees with foam pipe insulation, but still had some damaged branch tips.
Covering around the base with about 6" of Texas hardwood mulch will probably do it. They sell them at Home Depot for $3.37 per bag. Nowadays I don't protect any of my trees included the potted ones. They all stay outside. I have lost more trees to mice rather than anything else.