The 1937 Duke Blue Devils football team was an American football team that represented Duke University as a member of the Southern Conference during the 1937 college football season. In its seventh season under head coach Wallace Wade, the team compiled a 7–2–1 record (5–1 against conference opponents), was ranked No. 20 in the final AP Poll, and outscored opponents by a total of 228 to 56. Woodrow Lipscomb was the team captain. The team played its home games at Duke Stadium in Durham, North Carolina.