The invention relates to a product loading and unloading mechanism with remote blind operation. The mechanism comprises a base frame and a support guide block and a loading push block fixedly spaced on the upper side of the base frame, the support guide block is placed at the rear side position of the loading push block, and first sliding blocks are arranged on both sides of the support guide block; a connecting rod and two Z-shaped pull hooks are included, the middles of the two pull hooks are respectively hinged to the upper side of the front end of the base frame by a first pin shaft, the connecting rod is disposed above the base frame and penetrates through the support guide block and the loading push block, U-shaped connecting forks are arranged on both sides of the front end of the connecting rod, the U-shaped connecting forks are provided with second pin shafts through pin shaft holes, the U-shaped connecting forks of two sides of the front end of the connecting rod are correspondingly clamped at the inner ends of the two pull hooks, and the corresponding pin shafts are in first strip holes formed in the two pull hooks; the rear end of the connecting rod is respectively provided with a connecting rod pushing and pulling device and a connecting rod limiting device. The mechanism has the advantages of simple structure, convenient use, safety and reliability, can achieve the connection with products through the remote blind operation, and completes product loading and unloading operation.