Tan Anqi (; born 10 June 1986) is a Chinese retired ice hockey player and coach. She was a member of the Chinese women's national ice hockey team and represented China in the women's ice hockey tournament at the 2010 Winter Olympics. Tan was a coach of the Hong Kong women's national ice hockey team during 2014 to 2017.