1,4-Dihydropyrano[2,3-c]pyrazole derivatives were efficiently synthesized in a simple one-pot three-component reaction of various aldehydes with malononitrile and a 2-pyrazoline-5-one in the presence of BF3/MNPs as a novel nanostructured, heterogeneous and reusable catalyst.