Elijah Harvey McGehee (June 11, 1887 – November 2, 1965) was an American lawyer, jurist, and politician.

Elijah Harvey McGehee was born on June 11, 1887, in Little Springs, Mississippi.

[1] He served in the Mississippi Senate, representing the state's 8th senatorial district as a Democrat, from 1916 to 1920.

[1] In October 1937, Governor Hugh L. White appointed McGehee to a seat on the Supreme Court of Mississippi vacated by the sudden death of Justice William Henry Cook.

[5] After retiring in 1964, McGehee died on November 2, 1965, in Yazoo City.