Born in Munich, Schreck served in World War I and shortly afterwards joined right-wing paramilitary units. He joined the Nazi Party in 1920 and developed a close friendship with Adolf Hitler. Schreck was a founding member of the Sturmabteilung ("Storm Detachment"; SA) and was active in its development.