The invention discloses an intelligent harvester for a dwarf and close-planting fruit-bearing forest, and belongs to the technical field of agricultural machine.The intelligent harvester comprises a supporting assembly, a suction assembly and a separation assembly, the supporting assembly is located on the outermost side of the whole device, the suction assembly is arranged in the supporting assembly, and the separation assembly is arranged in the middle of the supporting assembly. The device is simple in structure and safe and convenient to use, the device sucks and collects jujubes knocked down on the ground by an external vibration falling device through negative pressure suction, omission is not prone to occurring, the device can filter and isolate impurities such as leaves, the harvested jujubes are not doped with the impurities, the device can obtain a transient non-suction state, the leaves can fall off conveniently, and the device is convenient to use. According to the device, the filter screen is arranged, leaves cannot block the filter screen, large and small jujubes are intermittently separated through the supporting strips, the jujubes and the small jujubes are separately stored, meanwhile, the phenomenon that the jujubes are stacked on the cambered-surface supporting plate is avoided through intermittent separation and storage operation, and the jujube separation effect cannot be affected by jujube stacking of the device.