Using panel data from 14 prefecture-level cities in Guangxi Zhuang Autonomous Region, China, from 2013 to 2021, this study applies the Generalized Method of Moments (GMM) model to examine the impact of green finance, represented by green credit and agricultural insurance, on rural revitalization with digitalization moderation. The results indicate that green finance has a significant positive impact on rural revitalization across most dimensions with digitalization moderation, although it may cause short-term decrease in rural per capita disposable income. This study proposes digital leasing platforms, insurance incentives, and training to boost rural revitalization.