Planning for the weather is a good way to make your trip to Memphis relaxing and enjoyable, especially when you're splurging. The hottest months are usually July and August with an average temp of 81°F, while the coldest months are January and February with an average of 46°F. Average annual precipitation for Memphis is 36 inches.