Properties For Sale Little Oak Island Folly Beach South Carolina. Little Oak Island is this small island located just off Folly Rd outside of the soft sand beaches of Folly Beach SC. Only minutes away from Folly Beach itself this little island is home to single standing houses, and marsh front condominiums. Below are all the active listings for sale on the island of Little Oak. Similar properties to this are Mariners Cay, and Oak Island.