Preheat the oven to 450°.
In a saucepan over medium heat, mix the butter, mustard, lemon juice, parsley and garlic. Remove from stove when the butter has melted.
Place shrimp in a baking dish, covering the shrimp with the butter mixture. Bake for 12 to 15 minutes until the shrimp are opaque and pink.