Microfluidic 3D cell culture scaffolds serve as new platforms for cell-based drug assay. Recent fundamental development of microfluidic 3D cellular scaffolds was reviewed. The applications of these scaffolds in drug screening and nanodrug cytotoxicity analysis were highlighted.