The bromodomain-containing protein 9, a component of the SWI/SNF chromatin remodeling complex, functions as an ‘epigenetic reader’ selectively recognizing acetyl-lysine marks. It regulates chromatin structure and gene expression by recruitment of acetylated transcriptional regulators and by modulating the function of remodeling complexes. Recent data suggests that BRD9 plays an important role in regulating cellular growth and it has been suggested to drive progression of several malignant diseases such as cervical cancer, acute myeloid leukemia. Its role in tumorigenesis suggests that selective BRD9 inhibitors may have therapeutic value in cancer therapy. Currently, there has been increasing interest in developing small molecules that can specifically target BRD9 or the closely related bromodomain protein BRD7. Available chemical probes will help to clarify biological functions of BRD9 and its potential for cancer therapy. Since the report of the first BRD9 inhibitor LP99 in 2015, numerous inhibitors have been developed. In this review, we summarized the biological roles of BRD9, structural details and the progress made in the development of BRD9 inhibitors.