Multi-target directed ligands (MTDLs) can be an effective strategy for the treatment of multifactorial diseases like AD. The successful design of MTDLs has been achieved through the integration of multiple pharmacophores within a single molecule. In this context, innovative cinnamic acid MTDLs derived from natural products have been synthesized, targeting cholinesterases (ChEs) and monoamine oxidases (MAOs) as potential inhibitors. They were evaluated in vitro for the inhibition of AChE, BuChE, MAO-A and MAO-B. Most of the hybrids demonstrated promising and selective inhibition of AChE. Hybrid 16 demonstrated the highest inhibitory potency against AChE, BChE, MAO-A, and MAO-B, exhibiting IC values of 4.59, 13.24, 30.78 and 32.02 μM, respectively. Furthermore, hybrid 16 demonstrated notable antioxidant activity, indicated by an IC value of 12.49 μM. The proposed mechanism of action and the binding modes of hybrid 16 were analyzed through molecular docking studies. In silico predictions of physicochemical parameters suggest that these hybrids would remain active following oral administration and possess the capability to penetrate brain tissue. Hybrid 16 was stable within simulated gastric and intestinal contexts demonstrating its potential for absorption into the bloodstream without significant degradation. As a result, these findings enhance the prospects of hybrid 16 as a multi-target therapeutic agent for AD.