Pepper jack is an American cow's milk cheese derivative of Monterey Jack, which was popularized in the 19th century. In its earliest form, Monterey Jack was made by friars in Monterey, California when an entrepreneur David Jack began selling the cheese commercially. His cheese was labeled as 'Jack's Cheese', and eventually Monterey Jack.