Yes, but book well in advance, as hotels and rentals tend to fill up quickly during the White Marlin Open.  You can find Ocean City hotels here.

You can search for availability and rates here: https://hotels.oceancity.com/

If you can’t find a hotel in Ocean City, you might try Salisbury.