The PTO (Power Take-Off) operated walnut harvester is an innovative machine designed to streamline the process of harvesting walnuts from trees. It incorporates several key elements that set it apart from traditional harvesting methods. It features a specialized attachment that can be connected to a tractor's PTO, utilizing the tractors power to drive the harvesting mechanism. This eliminates the need for manual labor and reduces the time required to harvest a large number of walnuts. It employs shaking to dislodge the walnuts from the tree without damaging the tree. This mechanism ensures that the walnuts are collected intact. It allows operators to customize the shaking intensity based on the specific conditions of the walnut tree, such as tree size, branch flexibility. This adaptability ensures optimal harvesting performance for different tree variations, leading to higher efficiency. Overall, the walnut harvester combines innovative design, adjustable settings, and advanced technology to revolutionize walnut harvesting. It offers increased efficiency, reduced labor requirements and greater control over the harvesting process.