Carbon nanotube (CNT) is a new material of nano-carbon materials. In this paper, it describes the non-covalent and covalent modification methods of carbon nanotubes, and its application in the field of pesticide and veterinary drug residues, heavy metals testing, food additives testing and detection of genetically modified foods, and its development direction in the field of food testing was discussed.