In this contribution we discuss the application of Model Predictive Control (MPC) to achieve a connected network formation spacecrafts. A set three spacecrafts are used in-plane which initially in network. Two scenarios including control and with collision avoidance leader-follower configuration is addressed through simulation studies. The aspect MPC stability connectivity also briefly context ...