Angiogenesis is the process by which blood vessels are generated from preexisting ones. Synthetic cannabinoids represent new psychoactive substances that bind to the cannabinoid receptor 1 (CB1R) and cannabinoid receptor 2 (CB2R) and simulate similar effects of tetrahydrocannabinol, the primary component found in cannabis. In the present study, we used the synthetic cannabinoid EMB-FUBINACA to study its impact on brain angiogenesis. Human brain microvascular endothelial cells (HBMECs) were cultivated in DMEM media before being subjected to different concentrations of EMB-FUBINACA and the control. Cell viability and the migration rates of HBMECs were evaluated using the viability and wound healing assays, respectively. An in vitro Matrigel Tube Formation Assay was carried out to measure the angiogenic capacity of endothelial cells. Angiopoietin-1 (ANG-1), Angiopoietin-2 (ANG-2), and vascular endothelial growth factor (VEGF) mRNA expression were detected using Real-Time PCR. The released VEGF, ANG-1, and ANG-2 concentrations were detected using ELISA. Western blotting was performed to measure the levels of phosphorylated GSK-3β, VEGF, ANG-1, and ANG-2. EMB-FUBINACA stimulated endothelial cell proliferation, migration, and capillary tube-like formation and promoted the expression of proangiogenic factors on RNA and protein levels. This study points out that the synthetic cannabinoid EMB-FUBINACA is a potential candidate for further investigations to confirm its potential as an inducer of brain angiogenesis. This could encourage researchers to create a new therapeutic approach for angiogenesis-related diseases.