In May, the weather in Barnstaple is typically warm. Average daily high temperature in May is about 12 degrees above zero. On average, Barnstaple has 13 rainy, 9 partly cloudy, 6 sunny, and 3 cloudy days in May. The rains are usually moderate. May as well as January, February, March, and April is considered the most uncomfortable time to visit Barnstaple.