Provided are compositions for producing magnesia-containing refractories comprising (i) magnesia, and (ii) a modified colloidal silica, in which the colloidal silica is modified with at least one organosilane moiety comprising a silicon atom bound to the carbon atom of an organic group. The composition may optionally further comprise alumina and/or water.