How Much Does a Scooter Driving License Cost in New York? Motor scooters are an excellent method to get around and avoid traffic. In Maryland, motor scooters don't need to be registered or titled. However you must wear eye protection and wear a helmet while driving. You must be driving on the right side of the road, or the shoulder, unless you make a left tu...