The synthetic chemists are awakening to make substantial development in finding safer drugs against the rising communicable and non‐communicable type of diseases. By replacing traditional methods to more sustainable and greener approaches, multicomponent reactions are the rapid and efficient tool for the synthesis of organic molecules of structural diversity and complexity. Heterocyclic chemistry transforms small set of precursors into series of molecules by multicomponent domino reactions. This review covers recent trends of last five years (2018–2022) in construction of potentially drug‐like quinoline derivatives. The methods discussed here are preferable over conventional approaches being inexpensive, consuming lesser reaction time, atom economical, saving energy and manpower while avoiding toxic reagents/materials, chemical wastes and are environmental/occupational benign. The contributions covered here involve metallic, metal free strategies and other catalytic pathways including nanoparticles, ionic liquids and photocatalysis which are operationally safe and reliable.