McMoon was born as Cosmé McMunn in 1901 in Mapimí, Mexico, the son of Maria (Valadez) and Cosme McMunn.
McMoon never ended up making a career in music after Jenkins' death in 1944, and instead took an interest in bodybuilding and judging bodybuilding contests.