Garlic butter shrimp is a popular American main dish. The combo of shrimp, garlic, butter, lime juice and herbs cooked in olive oil makes it a delicious treat. Sometimes dry white wine is also added to the garlic butter shrimp in order to add flavor. The super easy garlic butter shrimp goes well with rice, fettuccini and baguette.