ABSTRACT:With the increasing trend of delayed childbearing, the decline in oocyte quality associated with advanced maternal age has emerged as a pressing concern. However, the mechanism remains unclear, and effective strategies for improvement are currently lacking. Previously, we reported that the downregulation of the mevalonate pathway in aged granulosa cells (GCs) contributed to meiotic defects in oocytes, which may implicate farnesyl pyrophosphate‐mediated protein farnesylation. Nevertheless, the role of farnesylation in ovarian aging and its impact on oocytes requires further investigation. In this study, using cumulus‐oocyte complexes (COCs) from young and aged female mice, we observed impaired cumulus expansion and concurrent meiotic defects during aged oocyte maturation, accompanied by significantly reduced protein farnesylation in aged GCs. Furthermore, inhibiting farnesylation with FTI‐277 in young COCs recapitulated the aging phenotype, disrupting cumulus expansion and inducing meiotic defects similar to those in aged COCs. Conversely, restoring farnesylation via farnesol supplementation effectively ameliorated these deficits in both aged COCs (in vitro) and aged mice (in vivo). Proteomic analysis and experimental validation identified prostaglandin E2 synthase 2 (PTGES2) as a farnesylated protein. Mechanistically, age‐related decline in PTGES2 farnesylation in GCs reduces its endoplasmic reticulum localization and impairs prostaglandin E2 (PGE2) production, thereby compromising PGE2‐dependent cumulus expansion and oocyte maturation. Collectively, our findings highlight the detrimental effects of decreased farnesylation in aged GCs on oocyte quality and propose a potential therapeutic strategy for improving the developmental competence of aged oocytes.