May in Harrisburg is the rainiest month of the year. In May, the weather in Harrisburg is typically warm. Average daily high temperature in May is about 20 degrees above zero. On average, Harrisburg has 13 rainy, 8 sunny, 8 partly cloudy, and 2 cloudy days in May. The rains are usually moderate.