In this study, some new hydrazone derivatives (2a‐g) was designed, synthesized for first time, and evaluated as multitarget inhibitors of AChE, BChE, hCA I and hCA II. The chemical structures of new hybrids were confirmed by elemental analysis and some spectroscopic techniques. All tested compounds showed low nanomolar inhibition with IC50 values of in the range of 30.4 to 264.0 nM against hCA I, 23.2 to 251.6 nM against hCA II, 12.1 to 114.3 nM against AChE, and 76.4 to 134.0 nM against BChE. These compounds inhibited hCA I and AChE more than acetazolamide (AZA) and neostigmine. Among them, compounds 2c and 2e, which have a linear structure, were determined to be the most active inhibitor candidates against these selected enzymes. Molecular docking studies were carried out on the compounds (2a‐g), revealing their binding interactions with the active site of AChE, BChE, hCA I and hCA II thus supporting the experimental findings. Additionally, in silico absorption, distribution, metabolism, and excretion (ADME) prediction studies of the obtained compounds (2a‐g) with in silico approaches were carried out to determine their solubility, whether they have the potential to cross the blood‐brain barrier (BBB), values such as GI absorption and drug likeness principles.