Joseph Schrembs (March 12, 1866 – November 2, 1945) was a German-born prelate of the Roman Catholic Church. He served as an auxiliary bishop of the Diocese of Grand Rapids in Michigan for five months in 1911, as bishop of the Diocese of Toledo in Ohio from 1911 to 1921, and as bishop of the Diocese of Cleveland in Ohio from 1921 to 1945.