The subject of the present invention is pharmaceutical composition containing active ingredients in the form of a peptide of the myelin basic protein, a peptide from the myelin protein and oligodendrocytes as well as a peptide of the proteolipid protein as well as the use of the composition in the manufacturing of a drug for topical administration in the treatment of the disease multiple sclerosis. The composition may be administered topically.