The present work introduces new anti-aggregation agent (AAA) derived through our new approach for design and evaluation of anti-aggregation agent as a multi-purpose excipient to combat protein aggregation. Therapeutic proteins undergo aggregation due to even minor changes in environmental conditions like temperature, pH, shear and stress. Excipients play a vital role in prevention of aggregation. To stabilize a protein formulation different classes of excipients are used in combination after carefully selecting through laborious and time consuming trial and error experiments. To resolve these concerns, we have developed a rational approach based on molecular docking analysis and have designed, synthesized AAAs, and validated the approach by experimental studies. Trehalose phenylalaninate (TPA) has been synthesized and evaluated for stabilization of Bovine serum albumin (BSA). TPA was found to be non-toxic with a LC50 of >80 μg/ml. BSA solutions with and without TPA were subjected to thermal and agitation stress and aggregation was monitored using sophisticated analytical techniques. The helical structure of BSA was completely retained in stressed samples at 0.1% concentration of TPA. SEC-HPLC clearly demonstrated the absence of aggregates in presence of TPA. Although aggregation was not seen in fluorescence spectra but quenching due to TPA was evident. Moreover, molecular dynamics study on BSA-TPA complex showed lower RMSD.