In December, the weather in Gloucester is typically cold. Average daily high temperature in December is about 5 degrees above zero. On average, Gloucester has 11 sunny, 9 partly cloudy, 8 rainy, 2 cloudy, and 1 snowy day in December. The rains are usually heavy. December as well as January, February, March, and April is considered the most uncomfortable time to visit Gloucester.