Duplication of methyl-CpG-binding protein 2 (MECP2) gene causes MECP2 duplication syndrome (MDS). To normalize the duplicated MECP2 in MDS, we developed a high-fidelity Cas13Y (hfCas13Y) system capable of targeting the MECP2 (hfCas13Y-gMECP2) messenger RNA for degradation and reducing protein levels in the brain of humanized MECP2 transgenic mice. Moreover, the intracerebroventricular adeno-associated virus (AAV) delivery of hfCas13Y-gMECP2 in newborn or adult MDS mice restored dysregulated gene expression and improved behavior deficits. Notably, treatment with AAV9-hfCas13Y-gMECP2 extended the median survival of MECP2 transgenic mice from 156.5 to 226 d. Furthermore, studies with monkeys showed a single injection of AAV9-hfCas13Y-gMECP2 was sufficient to drive robust expression of hfCas13Y in widespread brain regions, with MECP2 knockdown efficiency reaching 52.19 ± 0.03% and significantly decreased expression of biomarker gene GDF11. Our results demonstrate that the RNA-targeting hfCas13Y-gMECP2 system is an effective intervention for MDS, providing a potential strategy for treating other dosage-sensitive diseases.