Stamping robots are versatile industrial robots specifically designed for integration with various punch presses and hydraulic presses. They efficiently replace manual stamping operations and enable automated loading and unloading. These robots feature flexible multi-axis movements including vertical lifting, horizontal rotation, horizontal axis extension/retraction, workpiece rotation, and workpiece flipping. They automatically adapt to the height of the press, feeding height, and unloading height, maximizing compliance with diverse stamping process requirements. This enables the realization of unmanned, automated smart factories. These robots find extensive application across multiple batch production sectors, including metal sheet processing operations such as punching, shearing, forming, and drawing. They are also utilized in stamping processes for products like transportation vehicles, watches, home appliances, stationery, hand tools, hardware, and computers. Additionally, they can be integrated with automatic feeders to perform automated transfer operations along entire production lines. Additionally, stamping robots can be paired with CNC presses, pneumatic precision presses, three-column high-speed precision presses, or high-precision high-speed presses with elbow-linkage mechanisms based on specific enterprise needs. These press series are widely adopted in automated hardware processing and have gained recognition from numerous manufacturing enterprises.