This preclinical study investigated a novel herbal formula (MGF) in 3T3-L1 adipocyte cells and high-fat diet-fed rats. The formula, particularly MGF-3 and MGF-7, reduced intracellular lipid accumulation and GPDH activity in vitro and significantly attenuated body weight gain and adipose tissue mass in vivo. The study's primary limitation is its preclinical nature, requiring further research to determine mechanisms and human efficacy.