Soften butter. Mix garlic, parsley, Parmesan and butter together and let sit to let the flavors develop. Meanwhile, clean and remove stems from the mushrooms. Fill caps with mixture and set in a 13"x9" glass dish.
Cook at 400F or under the broiler until the mushrooms begin to soften a bit. The crust will likely brown a bit, especially in the broiler.