In this study, we propose the implementation of a multi-agent approach with division into roles in the satellite communication network. The satellites considered in this paper are vehicles equipped with space radar, which allows them to explore their surroundings for space debris. This paper also discusses swarmed satellites, their interaction, how to create a group and how to migrate from one to another. Using this architecture entails, reducing the load on the command center and provides further opportunities to scale the satellite network.