Cytosolic asparaginyl-tRNA synthetase which catalyzes the specific attachment of asparagine to its cognate tRNA. ATP + L-asparagine + tRNA(Asn) = AMP + diphosphate + H(+) + L-asparaginyl-tRNA(Asn) Belongs to the class-II aminoacyl-tRNA synthetase family.