Background: Oral fast-melting tablets (FMTs) have been gaining popularity due to their advantages in resolving swallowing issues of conventional oral tablets. Cocoa butter is an excipient of choice to develop FMT with an acceptable taste and faster onset of action of the drug. Purpose: The present study aimed to prepare and characterize the amlodipine besylate-loaded cocoa butter FMTs. objective: To prepare and characterise the formulation of cocoa butter tablet as fast melt buccal delivery system of amlodipine besylate. Method: Amlodipine besylate FMTs were prepared using a simple freezing (refrigeration) method. Cocoa butter (Form V) was used as the base to achieve a final tablet weight of 500 mg with drug and other functional excipients. The designed prototype tablet formulations were subjected to disintegration tests to determine the robust selected batch. The formulation F4, containing 7% high-molecular-weight chitosan, exhibited the quickest disintegration time of 1.45 ± 0.10 min. Afterwards, the selected formulation, F4, was subjected to quality evaluation parameters. Results: Fourier transform infrared spectroscopy (FTIR) studies revealed that there was no incompatibility between amlodipine besylate, cocoa butter, and other excipients. The average hardness of the F4 formulation tablet batch was found to be 2.69 ± 0.21 kg/cm2 and a friability of less than 1%. The drug content in F4 tablets was found to be 102.38 ± 5.29% and showed an in-vitro drug release of 94.30 ± 2.63% within 30 min. Over a six-month stability testing period, the chosen F4 formulation did not significantly change in terms of tablet average weight, disintegration time, drug content, and in-vitro dissolution rate. Conclusions: Selected formulation F4 with 7% of high molecular weight chitosan exhibited good physical properties, indicating the suitability of cocoa butter as a base to produce FMTs with the aid of a natural super-disintegrant.