Located On Second Street In The Historic Lewes Downtown Shopping District at the Delaware Beach. Jerry's Seafood Restuarant has been a long time locals favorite famous for delicious seafood and lively entertainment serving Crabcakes, lobster, shrimp oysters, tuna and fish & chips.