Owing to the high residue in foods and severe carcinogenic and teratogenic effects to human health of aflatoxin B1 (AFB1), it is vital to develop a reliable method for sensitive detection of AFB1. In this work, the polydopamine-coated Cu-based metal-organic framework ([email protected]) as a signal amplification marker was introduced to develop a strip lateral flow immunoassay (SLFIA) for on-site detection of AFB1 in food samples. The [email protected] was prepared by simple oxidative self-polymerization of dopamine on the surface of the HKUST. [email protected] with excellent hydrophilicity and biocompatibility allowed rapid labeling of anti-AFB1 monoclonal antibodies (mAbs) by simple physical adsorption. Under optimal conditions, [email protected] probes-based SLFIA could realize the qualitative visualization and sensitive quantitative detection by using a portable test strip reader. The detection limit for AFB1 was as low as 0.01 ng/mL with a wide concentration range of 0.05–2 ng/mL. Practical application in Maize and Lotus seed samples indicated satisfactory recoveries of 80.3–104.6%. The effectiveness and accuracy of the new SLFIA method were verified with a validated UFLC-MS/MS technique. The preparation process of [email protected] SLFIA was easy to operate with significantly improved sensitivity and stability, and could be widely used in the rapid and accurate detection of mycotoxins and other toxic hazards in foods.