Today oliver beach, Middle River MD is count around 2 homes for sale at current average listing price of $399,950. Nearby neighborhoods of oliver beach are Cunninghill Cove, Twin River Beach. Most of oliver beach homes are 3 bedrooms with 2 bathrooms.