Disclosed herein are bispecific antibodies or antigen binding fragments thereof that specifically bind to Motile Sperm Domain Containing Protein 2 (MOSPD2) and to a T cell-specific or NK cell-specific receptor molecule, pharmaceutical compositions and kits containing the same, and methods of making and using the same.