The precise translational regulation of maternal messenger RNAs (mRNAs) drives mammalian oocyte maturation. However, the function and mechanism of posttranscriptional chemical modifications, especially the newly identified N 4 -acetylcytidine (ac 4 C) modification catalyzed by N -acetyltransferase 10 (NAT10), are unknown. In this study, we developed a low-input ac 4 C sequencing technology, ac 4 C LACE-seq, and mapped 8241 ac 4 C peaks at the whole-transcriptome level using 50 mouse oocytes at the germinal vesicle stage. Oocyte-specific Nat10 knockout wiped out ac 4 C signals in oocytes and caused severe defects in meiotic maturation and female infertility. Mechanically, Nat10 deletion led to a failure of ac 4 C deposition on mRNAs encoding key maternal factors, which regulate transcriptome stability and maternal-to-zygotic transition. Nat10 -deleted oocytes showed decreased mRNA translation efficiency due to the direct inhibition of ac 4 C sites on specific transcripts during meiotic maturation. In summary, we developed a low-input, high-sensitivity mRNA ac 4 C profiling approach and highlighted the important physiological function of ac 4 C in the precise regulation of oocyte meiotic maturation by enhancing translation efficiency.