In June, the weather in Cape May is typically warm. Average daily high temperature in June is about 23 degrees above zero. On average, Cape May has 13 sunny, 13 partly cloudy, and 4 rainy days in June. The rains are usually moderate. June as well as July, August, and September is considered the most comfortable time to visit Cape May.