Robert Johnstone "Bluey" McClure (5 June 1925 – 18 June 2003) was an Australian rules footballer who played with Essendon in the VFL.
A ruckman, McClure served in the navy during World War II prior to joining Essendon. He became a key component in a successful Essendon side, winning premierships in 1946, 1949 and 1950. A knee injury forced him to retire during the 1951 season.