We report results of a search for narrow resonances in annihilation at center-of-mass energies between 1.85 and 3.1 GeV performed with the KEDR detector at the VEPP-4M collider. The upper limit on the leptonic width of a narrow resonance has been obtained (at 90 % C.L.).