 McCormick unsuccessfully ran for Congress as a Democrat for Illinois's 2nd congressional district with a peace-now platform in 1864, and was soundly defeated by Republican John Wentworth.He also proposed a peace plan to include a Board of Arbitration.After the war, McCormick helped found the Mississippi Valley Society, with a mission to promoted New Orleans and Mississippi ports for European trade.