Abstract
From the perspective of agricultural socialized services under the leadership of the Communist Party of China (CPC), this paper focuses on analyzing the mechanism by which the scale of socialized agricultural services impacts agricultural production efficiency. The research found that CPC leadership effectively promotes the consolidation of farmland, enabling the scaling and mechanization of agricultural socialized services, which increases production and income. The expansion of service scale and the increased participation of farmers in socialized agricultural service links contribute to improving agricultural production efficiency. Agricultural socialized service work should fully leverage the leadership role of the CPC. Party committees at all levels should establish a coordinated linkage mechanism for management services, guiding grassroots Party organizations to actively promote the deepening development of agricultural socialized services.