In 1961, he was promoted to a coaching position with the parent Cleveland Indians, then became their manager at age 35 in 1962, succeeding Jimmie Dykes. McGaha was fired with two games remaining in his maiden season with Cleveland at 78–82 in sixth place in the ten-team American League.
In 1963, McGaha became a coach for the Kansas City Athletics. In June 1964, with the Athletics in last place under manager Eddie Lopat, owner Charlie Finley, known for his quick trigger finger in hiring and firing, abruptly shifted McGaha into the Kansas City front office; then, a few days later, moved him back onto the field as Lopat's successor. The A's revived somewhat, but still finished in last place. McGaha was fired by Finley in on May 15, 1965, season after a 5–21 start; on that day, his team was still locked in the league basement, 131⁄2 games out of the lead.[2] He was replaced by Haywood Sullivan.
In part of three seasons as a Major League manager, McGaha posted a 123–173 record (.416). Following his big-league managing career, he worked for the Houston Astros as pilot of the Triple-A Oklahoma City 89ers (1966–67) and MLB first-base coach (1968–70).
In addition to his baseball managing, McGaha also spent two years as the head men's basketball coach at Arkansas A&M College (now the University of Arkansas at Monticello), serving as the head coach in 1953-54 and 1954–55. He posted a 32–15 (.681) record during his two years as the Boll Weevils' head coach.
Personal life
McGaha was a member of the 1948 Duluth Dukes and was one of the survivors of a July 24 bus crash in which four players and their manager were killed in a head-on accident with a truck.
^Charlie Finley: The Outrageous Story of Baseball's Super Showman, p.92, G. Michael Green and Roger D. Launius. Walker Publishing Company, New York, 2010, ISBN978-0-8027-1745-0