SCAR covers comprehensive analysis for multi-dimensional data sets from 34 state-of-the-art omics techniques, which will hopefully serve as an important tool for deeply mining and understanding cell heterogeneity and spatial location with significant implications in both cancer biology and cancer immunotherapy.