February in Morristown is the cloudiest month of the year. In February, the weather in Morristown is typically cold. Average daily high temperature in February is about 8 degrees above zero. On average, Morristown has 8 rainy, 7 sunny, 7 cloudy, and 7 partly cloudy days in February. The rains are usually moderate. February as well as January, March, and December is considered the most uncomfortable time to visit Morristown.