In this paper, the design and implementation of a multi-agent system for improved transient stability of multiple microgrids is discussed. The purpose of this discussion is to create an optimal load scheduling network for a smart grid that is also known as a micro grid. The load agent, the control agent, and the DER agent are three examples of the many different control architectures that are responsible for taking prompt action for the control of the micro grid. The Java Agent Development framework includes an open-source toolkit called the multi agent controller that is used for the creation of agents (JADE). MATLAB is the software that is used to carry out the simulation. Under normal, fault, and overloaded conditions, the MACSimJX interface is utilized in order to communicate with the multi-agent Simulink model. The proposed multi-agent-based controller successfully coordinated with the various loads in the micro grid to meet the requirement for continuous power supply to critical loads throughout all of the worst-case scenario of sudden load deviations.