Ágnes Bánfai (8 June 1947 – 20 August 2020) was a Hungarian gymnast. She competed at the 1968 Summer Olympics in all gymnastics events. She finished in fifth place in the team competition.
She won a bronze medal with the Hungarian team at the 1974 World Artistic Gymnastics Championships. She was born in Budapest.
Bánfai died on 20 August 2020, aged 65.