Rural labor service economy is a method turning rural surplus human resources to economic resources, to realize increase of social wealth. Developing the rural labor service economy has profound influence on promoting transfer and employment of rural surplus labor, and speeding up industrialization and urbanization. Rural labor service economy is a huge and complex systematic project for promoting urban and rural integrated development and increasing farmers’ income. This paper firstly analyzed importance and urgency of accelerating the development of rural labor service economy. From the perspective of urban and rural integration, it came up with pertinent recommendations, including establishing security mechanism and improving rural labor security mechanism, creating preferential conditions and encouraging farmers to return to hometown, exploring potential and promoting nearby labor transfer to promote rapid economic development, improving public employment service system, and cultivating and developing labor market. It is expected to provide certain references.