This paper investigates synchronization as a tool for enabling indirect communication between two independently driven mechanical systems without any kinematic linkage. The setup involves two DC motor-driven scotch yoke mechanisms, coupled not physically but through a series of intermediate vibrating blocks connected by spring-damper elements. As each yoke excites one end of this vibrational chain, energy propagates through the structure, facilitating interaction between the otherwise kinematically uncoupled mechanisms. The study begins with a single block and extends to a chain of multiple blocks placed between the two yokes, forming a distributed vibrational network. Simulations using multi-body dynamics and multi-energy domain modeling capture the emergence of self-organizing behavior. Synchronization is shown to arise purely from vibrational energy transfer, even under large input power mismatches. The results reveal that such energy-mediated coordination offers a novel framework for achieving cooperative dynamics in distributed mechanical systems, with potential applications in robotics, automation, and intelligent machines.