The invention provides a fabric binding machine for a stator coil. The fabric binding machine comprises a frame. The frame is provided with a coil conveying device, a fabric rolling device, a blanking device, a glue applying device which matches the fabric rolling device, a coil clamping device, and a manipulator which is used for clamping the stator coil from the output end of the coil conveying device to the coil clamping device for binding and clamps the stator coil to the blanking device after binding. According to the fabric binding machine, a binding process can be finished through mutual cooperation of the devices instead of workers, thereby realizing relatively high working efficiency. Furthermore the worker only requires placing the stator coil onto the feeding end of the coil conveying device. Relatively high production efficiency and relatively low labor intensity of the worker are realized.