Weather Directory. Kansas City's coldest month is January when the average temperature overnight is 17.8°F. In July, the warmest month, the average day time temperature rises to 88.8°F. The driest month in Kansas City is January with 1.15 inches of precipitation, and with 5.39 inches May is the wettest month.