In December, the weather in Gloucester is typically cold. Average daily high temperature in December is about 7 degrees above zero. On average, Gloucester has 17 rainy, 7 cloudy, 4 sunny, and 3 partly cloudy days in December. The rains are usually moderate. December as well as January, February, August, and November is considered the most uncomfortable time to visit Gloucester.