Upon returning to Israel after the war, Almogi became active in politics and joined David Ben-Gurion's Mapai. He was active in the Haifa Workers Council, serving as Alternate Secretary from 1947 to 1951 and then Secretary from 1951 to 1959. He was the General Secretary of Mapai from 1959 to 1961.