Matsuya is a Japanese surname. Notable people with the surname include:

Midori Matsuya (1943–1994), Japanese pianist Minoru Matsuya (1910–1995), Japanese jazz pianist

Fictional characters Taki Matsuya, Marvel Comics character Misaki Matsuya, a character in the manga Excel Saga