July in Madison is the hottest month of the year. In July, the weather in Madison is typically hot. Average daily high temperature in July is about 28 degrees above zero. On average, Madison has 12 rainy, 10 sunny, 7 partly cloudy, and 2 cloudy days in July. The rains are usually heavy.