The invention discloses one glyco-molecular imaging method for grade classification of liver fibrosis and its glyco-molecular imaging agent. The agent combining with glyco-molecular imaging method for liver targeting could be used to differentiate the grade of liver fibrosis and follow-up evaluation of the therapeutic effect.