NaA type zeolite nanoparticles embedded in polyamide membranes via interfacial polymerization process. Hand-cast TFC and TFN membranes were tested for ~ 3000 h in a cross-flow testing system. TFN membranes demonstrated enhanced water-salt permselectivity compared to TFC membranes. TFN membranes exhibited desalination performance stability over long term application.