Herein, highly efficient organocatalyst arginine coupled magnetic nanoparticles have been synthesized and aiming to catalyze synthesis of biodynamically significant quinolines. Results indicate that the catalyst is compatible with a wide range of functional groups and generates various quinoline derivatives in good to excellent yields under solvent free condition. Superior activity of the reported catalyst can be combine with the synergistic effect of the following factors: Firstly use of iron oxide nanoparticles as supports provide large surface areas, high surface‐to‐volume ratio, high reactivity and selectivity and lower consumption of energy, Secondly encapsulation of MNPs (Magnetic Nanoparticles) with L‐arginine not only prevent magnetic aggregation but also imparts many desirable properties like high thermal and chemical stability, finely disperse active sites and enhanced activity. Thirdly use of environmentally more benign, non‐toxic and much cheaper L‐arginine amino acid for coating agent need simple handling and storage. Fourthly potential recovery of this catalytic system by an external magnet, reduces waste, labour and cost, thus satisfy the requirements of green chemistry. Moreover such coating also provides sites for functionalization with other organic groups and thereby broaden their applicability in various research areas such as drug delivery, magnetic resonance imaging, biomedicine and especially in the field of heterocatalysis.