Baltimore is much closer than NYC. You may also want to look at flights
into Philadelphia, which is about an hour further from Ocean City, MD,
than if you came from Baltimore.

Why not rent a car? It can be fairly inexpensive, and you'll get to see
a lot more. It's an easy drive from either airport. A quick search on
Travelocity shows compact/economy car rentals starting at $18/day.