Unless you are meeting up with friends at Rehoboth or Bethany, there, I would suggest Chincoteague instead. You can rent a house for a LOT less and there are lots of family friendly restaurants, a grocery store, ponies to look at. We set up camp at the beach with beach blankets, 2 umbrellas, a cooler, a nursing coverup & extra towels and baby actually napped at the beach so we were able to stay most of the day...you will see a lot of baby carriers on the beach there! The crowd is a little less fancy, but there are a lot of DC tags in the national seashore parking lot.
Recommend Sea Star for great sandwiches and fruit salad, Gary Howard if you want to take home steamed crabs or cook your own local seafood, a a gratuituous trip to Mueller's for ice cream at their old school Victorian shop. Memorial Park has a nice playground with bucket swings.