Munn argued strongly in support of the coalition government's plan to participate in military strikes against the Syrian Government in the wake of a chemical-weapons attack at Ghouta in the vote on 29 August 2013, contrary to the Labour Party's position. She was one of four Labour MPs that did not vote against the government motion, which the government lost. Ultimately a negotiated agreement was reached to eliminate Syria's chemical weapons.