You may want to consider a place to stay with an outdoor swimming pool if you're planning to visit Clay Center in the warmest months of July, August, or June when the average temp is 74°F. Lodging with an indoor pool may be the way to go if you are visiting during the coldest months of January, February, or December when the average temp is 32°F.