July in Cape May is the warmest month of the year. In July, the weather in Cape May is typically warm. Average daily high temperature in July is about 26 degrees above zero. On average, Cape May has 10 rainy, 10 partly cloudy, 9 sunny, and 2 cloudy days in July. The rains are usually heavy.