In February, the weather in McCook is typically cold. Average daily high temperature in February is about 5 degrees above zero. On average, McCook has 13 sunny, 13 partly cloudy, 2 cloudy, and 1 rainy day in February. The rains are usually light. February as well as January and December is considered the most uncomfortable time to visit McCook.