This garlic butter shrimp recipe is delicious, quick, and easy! Just a few ingredients are all you need for this incredibly simple but crazy delicious recipe. Serve these buttery garlicky shrimp as a standalone dish with crusty bread (to sop up all the goodness), as a topping for steak, or folded into pasta for scampi.