Comprehensive Summary TAG‐assisted peptide synthesis technology enables optimal conservation of Fmoc amino acid raw materials and chemical solvents while eliminating the need for intricate chromatographic purification processes. This work presents a 4,4'‐diphenylphosphonoxy diphenylcarbinol tag‐mediated liquid‐phase synthesis approach for preparing side‐to‐tail cyclopeptides macolacin which has strong activity against gram‐negative bacteria, and its 15 analogues containing four N ‐methylation modified cyclopeptides, as well as an investigation of their structure‐activity relationship (SAR). The synthesis of macolacin analogues primarily focuses on the modifications of the N ‐methylation group of Ile‐7 and the tail fatty acyl chain of macolacin. The incorporation of N ‐methylation for Ile‐7 , along with the dihalogenated or monohalogenated benzoic acids for tail modification, exhibited remarkable antibacterial efficacy and minimal hepatocellular toxicity in vitro . The present study identified an N ‐methylation‐modified antimicrobial cyclopeptide Ma14 that exhibits rapid bactericidal efficacy against A. baumanii , etc ., while showing reduced hepatocellular toxicity. Molecular docking simulations were conducted to investigate the binding of cyclopeptides to the outer membrane protein BamA of A. baumannii . The findings demonstrated the stable binding interactions of the cyclopeptides with the BamA protein and then presented a novel approach to explain the bacteriostatic mechanism of macolacin‐based cyclopeptide antibiotics.