May in Madeira Beach is the sunniest month of the year. In May, the weather in Madeira Beach is typically warm. Average daily high temperature in May is about 27 degrees above zero. On average, Madeira Beach has 22 sunny, 5 partly cloudy, and 4 rainy days in May. The rains are usually light.