Sec 3 of the 14th Amendment did exactly that, But Congress lifted these disqualifications in 1872.I would bar them from holding public office, but nothing more. The War is finished, and they have no chance of any further uprisings.
Not that it made much difference anyway. VA, NC, GA and TN had already been "redeemed" even while the disqualifications were still in force.