The invention belongs to the field of medical embolization equipment, and relates to a composite matrix gel vascular embolization agent and a preparation method thereof. According to the composite matrix gel vascular embolization agent, alginate and chitosan are taken as preparation materials of a gel; by adopting a composite matrix hydrogel, the problems that a pure calcium alginate microsphere embolization agent is unstable at a blood plasma environment, is easy to break, and can cause short embolization effect maintaining time can be solved; and the composite matrix hydrogel prepared from sodium alginate and chitosan can be used for stabilizing the strength of the gel in blood vessels, can be taken as a vascular embolization agent to exert continuous vascular embolization functions, has high efficiency and low toxicity, can be clinically applied, and also is safe and effective. The composite matrix gel vascular embolization agent disclosed by the invention is mild in preparation condition and simple and convenient to operate, is suitable for scale production, can be applied to vascular embolization, can be applied to local targeted therapy of tumors such as liver cancer, kidney cancer, small cell lung cancer, ovarian cancer and testicular cancer, and can also be used for treating hyperthyroidism diseases and internal hemorrhage diseases.