KK do me a favor please - when you're at the Bay look east across the water, flip the bird to that little patch of land you see the Bay Bridge landing on, and yell a hearty "fuck you!" (Okay you can skip the "fuck you" if the folks around you wouldn't appreciate it, lol.)
That's Kent Island, where I grew up.
Okay, if you want your usual high style of accomodations you probably aren't going to find a vacancy. BUT... I can recommend an excellent Bed & Breakfast just on the other side of the Bridge. Kent Manor Inn. They might still have vacancies and it's a quick hop over the bridge to Annapolis. Usually during the boat shows there's at least one person staying at Kent Manor with a helicopter and they just hop over to the show in it, a few others take limos. There's also an excellent restaurant downstairs.
http://www.kentmanor.com/
This place used to be all mine on the weekends, back when I was 19 or so.

The view in the morning sitting on the back porch looking out over the estate with the breeze coming in through the front doors flowing to the back was just... heavenly.