Recently, crystallographic studies have demonstrated that BMS-202, a small-molecule compound characterized by a methoxy-1-pyridine chemical structure, exhibits a high affinity to PD-L1 dimerization. However, its roles and mechanisms in glioblastoma (GBM) remain unclear. The objective of this study is to investigate the antitumor activity of BMS-202 and its underlying mechanisms in GBM using multi-omics and bioinformatics techniques, along with a majority of in vitro and in vivo experiments, including CCK-8 assays, flow cytometry, co-immunoprecipitation, siRNA transfection, PCR, western blotting, cell migration/invasion assays and xenografts therapeutic assays. Our findings indicate that BMS-202 apparently inhibits the proliferation of GBM cells both in vitro and in vivo. Besides, it functionally blocks cell migration and invasion in vitro. Mechanistically, it reduces the expression of PD-L1 on the surface of GBM cells and interrupts the PD-L1-AKT-BCAT1 axis independent of mTOR signaling. Taken together, we conclude that BMS-202 is a promising therapeutic candidate for patients with GBM by remodeling their cell metabolism regimen, thus leading to better survival.