The invention discloses a robot finger mechanism. The robot finger mechanism comprises a motor, a lead screw, a machine base, a nut, a sleeve, an upper rod, a lower rod, an outer side rod, a flexibleforce measuring rod set and a swing finger, the flexible force measuring rod set comprises an upper shaft, a guide sleeve, a spring, an end cover, a force sensor and a lower shaft, and the flexible force measuring rod set slides in the sleeve; one end of the upper shaft and the spring are arranged in the cavity of the guide sleeve, the two ends of the upper shaft are rotationally linked with the swing finger and are slidably linked with the guide sleeve correspondingly, and the other end of the guide sleeve is fixedly connected with the end cover; the two ends of the spring abut against a large cylinder of the upper shaft and the end cover, the two ends of the force sensor are fixedly connected with the end cover and the lower shaft correspondingly, and the other end of the lower shaft isrotationally linked with the machine base; the two ends of the lower rod are correspondingly linked with the nut and the sleeve in a rotating mode, the two ends of the side rod are correspondingly androtationally linked with the machine base and the sleeve, and the two ends of the upper rod are rotationally linked with the sleeve and the swing finger correspondingly; and the motor drives the nutto slide in a machine base guide groove so that the robot finger can be bent or opened. According to the robot finger mechanism, the flexible, safe and large-load grabbing capacity is achieved while the grabbing force is sensed.