Recently, a plethora of advancements have been made in the area of polysaccharide research to improve their properties for human health care. The present research is an attempt to develop hydrogels from through grafting of methacrylamide (MAAm) and vinyl sulphonic acid (VSA) co monomers onto psyllium for use in drug delivery (DD) applications. Copolymer hydrogels were characterized by scanning electron micrographs (SEM), Atomic force microscopy (AFM), Fourier transform infrared spectroscopy (FTIR), X-ray diffraction (XRD), 13C nuclear magnetic resonance (13C NMR), thermogravimetric analysis (TGA) and differential thermal analysis (DTG). SEM, AFM and XRD revealed heterogeneous morphology of the copolymer hydrogels with surface roughness and amorphous state of polymer chains in copolymer hydrogels due to graft-copolymerization reactions. The appearance of the FTIR bands at 1636.87 (amide-I), 1618.11 cm−1 (amide- II), 1469.58 cm−1 (amide- III) indicated presence of amide and bands at 1167.12 cm−1, 1112.06 cm−1 band (symmetric vibrations of SO3H groups and anti-symmetric & symmetric stretching modes of C–S) presence of VSA. The appearance of bands at 181.801 ppm and 62.053 ppm indicated presence of CO carbon of functional groups poly (MAAm) and −CH2–SO3H of poly (VSA) in copolymer hydrogels. Diffusion of the antibiotic drug vancomycin occurred in sustained manner with a non-Fickian diffusion mechanism. The release profile was best described by Korsmeyar-Peppas kinetic model. The copolymers exhibited biocompatible nature and revealed haemolytic index less than 5 % during polymer-blood interactions. The hydrogel demonstrated mucoadhesive character and required 0.135 ± 0.01 N force to detach from mucous membrane. These properties demonstrated the suitability of copolymer hydrogels for drug delivery applications.