The VMAN, an innovative framework, is designed to facilitate the interoperability of agents across diverse domains. By leveraging cutting-edge technologies, this distributed network supports a seamless exchange of data and resources. Connected agents can exploit the network's robust capabilities to optimize their workflows, accelerating progress