For the sake of Chinese-style modernization and rural revitalization strategy, the development of agro-cultural tourism industry has become the internal requirement of industrial development in the new era. The transformation of the new quality productivity of agro-cultural tourism industry not only constructs the basic mechanism but also provides a realistic path for the high-quality development of agro-cultural tourism. The new quality productivity empowers this industry in the ways that it brings science and technology to optimize and innovate the agro-cultural tourism, integrates various resources to expand the platform of agro-cultural tourism, enhances the cultural appeal to create a healthy and green environment for the development of agro-cultural tourism, and build human resources to promote a sustainable development for this industry.