The present disclosure provides a tumor vessel embolizing agent, including: unmodified gold nanoparticles and a pharmaceutically acceptable medium. The present disclosure also provides a method of embolizing tumor vessel, including administrating gold nanoparticles as a tumor vessel embolizing agent into a subject to accumulate the gold nanoparticles at a tumor in the subject and to embolize a vessel of the tumor.