Timber is a highly versatile material that can be used for a wide range of applications and products, including standardized construction elements such as bars, boards, and beams. However, these traditional timber constructions typically rely on straight logs, with naturally grown irregular elements like tree branches, forks, or curved logs often being discarded.Advancements in digitization tools, such as 3D scanning and image-based processing in parametric environments, allow architects and engineers to upcycle these discarded materials innovatively. This study proposes a method integrating discarded tree parts collected from timber harvesting forests. We have developed a structural joint-free knot system using timber forks that can be employed in bar-type structures. Therefore, we analyzed the morphological possibilities of the timber forks and used an optimization system based on their length and angle variations. The proposed knot system can seamlessly integrate into architectural designs with minimal processing and rapid assembly, providing a solution to managing this intelligently grown material. This approach can expand the application of grown timber in construction by utilizing naturally irregular elements that would otherwise be discarded. We suggest that this approach can extend the application of grown timber and provide a solution to managing this intelligently grown material.