To solve the capability coordination in logistics service based on the agricultural products industry, a two-stage agricultural products Logistics Service Supply Chain (LSSC) was established with one agricultural products logistics service integrator and one functional logistics service provider. Based on the non-storage property of logistics service capability, the revenue-sharing contract model was built under the uncertain demand. The optimal logistics capability order quantity and the revenue-sharing coefficient were calculated when the agricultural products LSSC achieved coordination. Revenue-sharing contract can coordinate the agricultural products LSSC effectively compared with no contract. A numerical simulation was taken by MATLAB 7.0. The change of purchase price has no influence on the optimal logistics capability order quantity and the expected profit of agricultural products LSSC. It achieves a redistribution of members’ profits. With the increases of penalty cost, the optimal logistics capability order quantity and the expected profit of provider increase, while the expected profit of integrator and agricultural products LSSC decrease.