King was elected as a Republican to the 82nd Congress, by special election, November 6, 1951, to fill the vacancy caused by the death of Albert C. Vaughn. He was re-elected to the two succeeding Congresses, but was not a candidate for re-nomination in 1956. He authored his autobiography, titled Prairie Dogs and Postulates.