"Yes, I follow her. She is a great girl. I find her very great because it is amazing how this young woman in India is doing boxing which is considered an American game. It's great that she is doing well," the former 'Undisputed World Champion' told PTI outside the Parliament while participating in pre-Christmas celebrations for an organisation.
Mary Kom, a Khel Ratna awardee, is currently taking a break from the ring after giving birth to her third child earlier this year.
Holyfield, a former professional star who won the 1984 Olympics' heavyweight bronze medal, does take interest in Indian boxing.
During the 2008 Beijing Olympics, he sat through the semifinal bout of Vijender Singh, who went on to become India's first boxing medallist in the quadrennial extravaganza.
Asked if he would promote boxing in India, Holyfield said, "Nobody has asked me to do that but if somebody asks me, I will be happy to do it.