Known as "The Savage", McCrary began his professional career in 2003, and has lost to contenders Lucian Bute, Kofi Jantuah, Allan Green, and Yuri Foreman.
On August 22, 2008, McCrary lost by 2nd-round TKO to Peter Manfredo.