Since the 13th Five-Year Plan，taking the deepening of the Supply-side Structural Reform in agriculture as the main line，Guangzhou province has deeply promoted the construction of “Vegetable Basket” Project in Guangdong-Hong Kong-Macao Greater Bay Area and the development of industry convergence，built a number of modern agricultural industrial parks and agricultural parks，and formed a development pattern of a super-city modern agriculture with Guangzhou characteristics. However，there are many shortcomings such as weak multifunctional expansion of urban agriculture，low degree of agriculture industrialization，lack of the high-quality supply of agricultural products. To promote the high-quality development of the modern urban agriculture in Guangzhou，there are some suggestions that can be adopted in the 14th Five-Year Plan such as，to accelerate the development of new industries and business forms in agriculture，to strive to develop digital agriculture，to improve the ability to support the technical innovation，to rapidly develop the agricultural e-commerce logistics and to build a high-quality talent team.