McClure graduated from Shortridge High School, the Indianapolis City Normal School and attended Western Reserve University in Cleveland, Ohio. She won the Gregg Scholarship, which she planned to use to attend Columbia University, but due to illness she could not accept the scholarship. McClure was talented in art and she helped to design the Sorority pin. She died very young on August 24, 1924.