We have investigated the stability of muonic molecular ions interacting with screened Coulomb potentials of various strengths. Particular emphasize has been given to study the Borromean bindings in these ions. Two types of screened potentials are considered, namely, static screened Coulomb potentials and exponential cosine-screened Coulomb potentials. Making use of extensive correlated variational wavefunctions, Borromean windows for these ions are determined accurately. The possibility of existence of Borromean binding for other three-body systems has also been explored. Moreover, the results for ground state energies, excited states energies and several expectation values associated with ppμ, ddμ and tdμ molecular ions are reported for various values of the screening parameter.