You may want to think about a place to stay with an outdoor swimming pool if you will be visiting Crow Agency in the warmest months of July, August, or June when the average temp is 71°F. Lodging offering an indoor pool may be the way to go if you are visiting during the coldest months of February, December, or January when the average temp is 27°F.