New quality productivity serves as the endogenous driving force for comprehensively promoting rural revitalization. The logic of new quality productivity empowering rural revitalization encompasses: technological innovation propelling rural industrial growth, green initiatives guiding the direction of rural construction, digital transformation promoting the modernization of rural governance, cultural productivity accelerating the reconstruction of local culture, and talent cultivation boosting rural living prosperity. To address challenges including restricted industrial development, ecological policy implementation difficulties, weak digital infrastructure, and cultural development confined by the cage of concepts, effective empowerment of new quality productivity through technological innovation, green development, digital governance, and talent gathering and craftsman cultivation can inject fresh momentum into sustainable and high-quality rural development.