The invention provides a tissue clamp assembly and clamp forceps, wherein the tissue clamp assembly comprises a tissue clamp and a traction magnet, the tissue clamp comprises a first clamping arm, a second clamping arm and a spring body, and the first clamping arm and the second clamping arm are hinged to each other; a first clamping part and a second clamping part are formed at the front end of the first clamping arm and the front end of the second clamping arm respectively, the first clamping part is provided with a first tooth-shaped chuck, the second clamping part is provided with a second tooth-shaped chuck, and the two ends of the spring body are connected with the first clamping arm and the second clamping arm respectively; corresponding clamping holes are formed in the rear end of the first clamping arm and the rear end of the second clamping arm; the traction magnet is connected with the tissue clamp through a connecting ring; the first tooth-shaped chuck and the second tooth-shaped chuck clamp human tissues under the action of the spring body; and the traction magnet is used for pulling the human tissues through the tissue clamp under the action of the attraction force of the external anchoring magnet. Therefore, when a single-hole thoracoscope operation is carried out, lung or esophageal tissue can be effectively pulled, and other surgical instruments cannot be collided or interfered.