August in Cape May is the sunniest month of the year. In August, the weather in Cape May is typically warm. Average daily high temperature in August is about 26 degrees above zero. On average, Cape May has 18 sunny, 9 partly cloudy, and 4 rainy days in August. The rains are usually heavy. August as well as June, July, and September is considered the most comfortable time to visit Cape May.