Recent advances and applications of magnetic covalent organic frameworks in food analysis

•The main types of magnetic covalent organic frameworks (COFs) were presented.•The preparation methods of magnetic COFs were outlined.•Applications of magnetic COFs in food analysis were summarized.•Challenges and future outlook for magnetic COFs in food analysis were discussed.•Magnetic COF can be used for developing food analysis method with high sensitivity.