Friends and I spent a lovely weekend in Easton last February. There are some shops, bookstores, a small art museum, and a few good restaurants/bars. We did afternoon tea, cocktails, and a fancy dinner all at places within this restaurant group:
https://bluepointhospitality.com/index.php
There are smaller inns around but we stayed here because it was right in the middle of downtown (and also has a small spa):
https://tidewaterinn.com/