Sons of Confederate Veterans is not a racist organization. I know of a forum member that is a member, and he definitely cannot be considered racist in any fashion. Neither can his father who has been in SCV all his life.
Most of the time, SCV seems to be focused on discovering and preserving gravesites, and reenacting battles. Slavery was part of the later half of the Civil War, but the Civil War was not started over slavery.