Judge Mitchell may refer to:
- George J. Mitchell (born 1933), judge of the United States District Court for the District of Maine
- Lansing Leroy Mitchell (1914–2001), judge of the United States District Court for the Eastern District of Louisiana
- Suzanne Mitchell (born 1968), magistrate judge of the United States District Court for the Western District of Oklahoma