The Stockholm archipelago is thirty thousand islands stretching from the city into the Baltic, and a boat day is the reason a lot of people extend a city break. Short cruises stay in the inner islands; full days reach Sandhamn, Vaxholm or a lunch stop further out.
Summer is the season. Book ahead for weekends and July; scheduled ferries can be bought on the day if you are happy to travel without a guide.