Abstract In order to solve the hazards caused by corrosion and charge accumulation in aircraft, electronic equipment, oil and gas pipelines, the corrosion resistance and anti-static performance of coatings need to be noted. In this study, monodisperse single-walled carbon nanotubes functional slurry (m-SWCNTs) was obtained by the combination of high-energy ultrasonic dispersion and non-covalent amphiphilic dispersant (PVP). In this way, the uniform dispersion of low-content m-SWCNTs in fluorocarbon composite coatings was achieved, and the micronano structured surface of the fluorocarbon composite coating was constructed by using the modified-ZnO in order to achieve superhydrophobicity. The results showed that the corrosion resistance of the fluorocarbon composite coating was further improved and the antistatic property of the composite coating met the use requirements, which was achieved through the synergistic effect of the m-SWCNTs network and the modified-ZnO. The resistivity of S-ZnO/m-SWCNTs/FC coating is 3.15 Ωm, acting as anti-static coating to reduce safety hazards, its corrosion current is 9.66×10−8 A/cm2, which is lower than bare steel by 3 orders of magnitude. Meanwhile, the composite coating owns the self-cleaning, superhydrophobic and organic solvent affinity, acting as oil-water separation coating. This research provides a new idea for the fabrication of multifunctional coating, elucidating the significant potential of its applications.