 McRae ran for Mississippi State Treasurer in the 2015 Mississippi elections, and lost in the Republican primary election to incumbent Lynn Fitch.When Fitch chose to run for Attorney General of Mississippi in the 2019 Mississippi elections.McRae ran for treasurer again.