ATP is crucial for the aminoacylation reaction. It provides the necessary energy to activate the amino acid, forming the aminoacyl-AMP intermediate. This intermediate is highly reactive and facilitates the subsequent transfer of the amino acid to the tRNA. Thus, ATP acts as a key energy donor in this catalytic process.