McTernan is a surname. Notable people with the surname include:
- Brian McTernan, an American musician
- John McTernan (actor), an Australian actor
- John McTernan (born 1959), an English politician and political consultant
- Madeleine McTernan (born 2000), an Australian paralympic swimmer
- Sarah McTernan (born 1994), an Irish singer-songwriter