Currently, urban and rural communities have become the new focus of social governance in China; however, the existing standards for urban and rural community governance cannot meet the new demand for governance modernization, and thus a new standards system is required. This study aims to research the development strategy of an urban and rural community governance standards system. In this article, we analyze the demand for standardizing urban and rural community governance in China, summarize the development status of standards systems related to urban and rural community governance in China and abroad, and explore the problems in the standardization in China. Moreover, we propose a preliminary framework and key directions for the standards system, covering general standards, community infrastructure, community information platform, community autonomy, community management, and community service. Considering the focus and weaknesses of urban and rural community governance in the new era, we propose several suggestions from five aspects: Top-level design, pilot demonstration, multi-party participation, overall urban–rural planning, and personnel training.