Matranga is a surname. Notable people with the surname include:
- Luca Matranga, 16th century Arbëresh writer and priest
- Dave Matranga (born 1977), American baseball player
- David Matranga, American voice actor
- Jonah Matranga (born 1969), singer, songwriter, and guitarist