The invention discloses an intelligent fabrication machine tool with a robot assisting quality detection. The intelligent fabrication machine tool comprises a rack, a material feeding mechanism, a milling mechanism, an automatic feeding mechanism and a water tank mechanism, the water tank mechanism is arranged inside the rack and is located below the milling mechanism, the milling mechanism is fixed to the top of the rack, the automatic feeding mechanism and the material feeding mechanism are fixed to the milling working portion material inlet end mouth position of the milling mechanism, the material inlet end mouth position of the material feeding mechanism is fixedly provided with a multi-passage material feeding rail which is slantly arranged, the milling working portion material outletend mouth position of the milling mechanism is fixedly provided with a first material falling guiding rail which is slantly arranged, a second material falling guiding rail which is slantly arrangedis arranged below the material outlet end mouth position of the first material falling guiding rail, and the material outlet end mouth position of the second material falling guiding rail is corresponding to the water tank mechanism. By means of the structure of the intelligent fabrication machine tool with the robot assisting quality detection, the manual labor is also relatively low, so that thelabor cost is lowered, the intelligent fabrication machine tool with the robot assisting quality detection is especially suitable for mass production, replacing workpieces manually one by one for machining is not needed, the whole course material outlet, material feeding and feeding are all automation machining, and then the work efficiency is improved.