Filoviruses, including Ebola and Marburg viruses, present significant global health challenges due to their high mortality rates. Despite the availability of several Ebola virus vaccines, none provide cross-protection against multiple filovirus species. In this study, we developed recombinant live attenuated measles virus-based vaccine candidates designed to express Ebola or Marburg virus glycoproteins and generate virus-like particles for pan-filovirus immunization. The administration of these candidates by intraperitoneal injection into IFNAR-/- mice elicited robust antibody and cellular immune responses specific to Ebola and Marburg virus glycoproteins, with virus-like particles expressing candidates inducing the strongest immunity. Importantly, all vaccines containing Ebola virus glycoproteins afforded complete protection against mouse-adapted Ebola virus; meanwhile, those with Marburg glycoproteins provided protection against lethal replication competent vesicular stomatitis virus-Marburg virus challenges. These findings support the potential of measles virus-based vectors and virus-like particles as promising platforms for the development of vaccines targeting multiple filoviruses.