The Multi‐subject governance model is the modern governance mode of China's rural governance in the new era. The essence of the Multi‐subject governance model is to condense the strength of multiple social interest subjects, discuss, govern and share the governance results. This governance model can provide a variety of China's rural green development and enhance the effect of rural green development. At the same time, China's rural green development is also the fundamental pursuit of the Multi‐subject governance model. At present, the reason why China's rural green development can not fundamentally make a new breakthrough is that the rural governance model has a single governance subject and the democratic and rule of law mechanism is not perfect, resulting in the weak participation of China's rural green development subjects, and many problems in rural green development can not be resolved and handled in time. Therefore, building a Multi‐subject governance model and giving full play to the corresponding role of various social interest subjects in rural green development is of great significance to promote the smooth development of rural green development in China.