Garlic Butter Shrimp These Baked Garlic Butter Shrimp are beyond delicious,  super easy to make and they will make you crave them again and again. I make this easy garlic butter shrimp recipe more than 3 times a month. Yep! They are that GOOD! Baked in the oven with lots and lots of garlic, you