Rieko Matsunaga (Japanese: 松永 里絵子, born May 19, 1979, Tokyo) is a Japanese rhythmic gymnast. Matsunaga competed for Japan in the rhythmic gymnastics individual all-around competition at the 2000 Summer Olympics in Sydney. There she was 16th in the qualification round and did not advance to the final of 10 competitors.