The invention provides a portable rice seedling planting machine, which comprises a base, a loading mechanism, a guide conveying mechanism and a seedling planting mechanism, wherein the loading mechanism comprises a loading frame, a driving shaft, a driven shaft and a transmission belt, the loading frame is provided with a material guide cavity, a material storage groove and a material dischargingport, the material storage groove is communicated to the upper portion of the material guide cavity and the space above the loading frame, the driving shaft and the driven shaft are rotatably arranged on the loading frame, the transmission belt is arranged on the driving shaft and the driven shaft in a sleeved manner, the guide conveying mechanism comprises a guide conveying rod and a plurality of arc-shaped material hanging plates, the lower portion of the loading frame is provided with a material hanging port for the penetrating of the arc-shaped material hanging plates through the lower portion of the material guide cavity, and the seedling planting mechanism comprises an installation frame, an installation rod, a seedling planting block, an installation shaft, a first connection rod,a connection shaft, a second connection rod and a third connection rod. According to the present invention, the portable rice seedling planting machine has advantages of convenient use, high seedlingplanting efficiency, small size and easy transportation.