Gather all the ingredients for the recipe. You will need ½ cup of butter, minced garlic, shrimp, chopped parsley, lemon juice, salt, and pepper. Make sure the shrimp is peeled and deveined before cooking. You can use either raw or cooked shrimp, depending on your preference.