Mueller-Stahl was born in Tilsit, East Prussia, German Empire (now Sovetsk, Kaliningrad Oblast, Russia). He moved to Berlin during World War II. He has been married to Gabriele Scholz since 1973. The couple live in Los Angeles, California.