During McCune's tenure on the court, he heard a wide variety of cases, including a case involving cocaine trafficking in Major League Baseball and an insurance law case determining whether certain women with breast cancer had insurance coverage for bone marrow transplants. He held in favor of Allegheny County in a challenge by the American Civil Liberties Union to a display of the Nativity scene at the Allegheny County Courthouse.
