July in Huntsville is the hottest month of the year. In July, the weather in Huntsville is typically hot. Average daily high temperature in July is about 33 degrees above zero. On average, Huntsville has 15 partly cloudy, 13 sunny, and 3 rainy days in July. The rains are usually light.