The present work explored and described the first activity landscape and scaffold content analysis of a newly assembled and curated cell-based database of 851 Tub-Mts inhibitors with reported activity against five cancer cell lines and the Tub-Mts system. This evidence concerns the gene TIMM8A and cancer.