Mail is not delivered on Martin Luther King Jr. Day, as the U.S. Postal Service shuts down for the holiday and gives employees the day off. The U.S. Post Office will be closed on Martin Luther King Jr. Day. The postal service closes for several federal holidays, including Christmas, New Year's Day and the Fourth of July.