The invention provides an automatic kernel removing and shelling machine for soft-shell kernel fruits. The automatic kernel removing and shelling machine is provided with a kernel removing and shelling device, wherein the kernel removing and shelling device comprises a kernel-pulp ejection mechanism, a clamping and fixing mechanism, a shell breaking mechanism, a bottom drilling hole and an air blowing separation mechanism. An orientation adjusting device is further arranged on the left side of the kernel removing and shelling device, a grabbing and conveying mechanism is further erected at theposition right above the orientation adjusting device and the kernel removing and shelling device, and a feeding and conveying device is further arranged on the left side of the orientation adjustingdevice. The automatic kernel removing and shelling machine for the soft-shell kernel fruits is high in automation degree, manual auxiliary operation is not needed in the whole processing process, theprocessing efficiency is high, the clamping orientation of each fruit individual in the kernel removing and shelling device is fixed, and kernel removal is accurate. In addition, all mechanisms of the whole kernel removing and shelling device are ingeniously arranged and are matched for use during kernel removal and shelling, pulp and kernels of fruits are completely separated, the loss rate of the pulp and fruit juice is low, the integrity of the pulp is good, and the separated pulp can meet the various requirements of subsequent deep processing.