SAVE YOUR PA TAX RECEIPT!!!!! Maryland charges 6% but gives a credit for tax paid to another state. That is, if you paid 5% somewhere else you only owe the difference (i.e. 1%) to Maryland.
Call them up and ask them.
Maryland Department of Natural Resources - Boating
Or look here
Boating Law - Boat Tax - Maryland Boat Tax 101