The most important thing to wear on a SF bay cruise or boat tour is layers! Even on a warm, sunny day in San Francisco, it can be windy and chilly out on the water. Bring a jacket onboard even if you don't need it on shore. Also, the fog can roll in while you're out there and it can be downright cold!