Rab GTPases not only play a crucial role in the exocytosis and membrane transport of all eukaryotic cells, but are also gradually being found to be involved in innate immunity in mammals. However, the immunological function of Rab3a in fish remains unclear. In this study, two members of Rab3a, CiRab3aa and CiRab3ab, were cloned from grass carp (Ctenopharyngodon idella) for the first time. It was observed that CiRab3aa exhibited a prompt response to grass carp reovirus (GCRV) infection, and suppressing the expression of the CiRab3aa effectively inhibited GCRV replication, whereas the expression level of the CiRab3ab gene did not affect GCRV replication. Furthermore, overexpression of CiRab3aa significantly suppressed the mRNA levels of TLR9, TNF-α, IL-1β, IL-6, IL-10, ERK, and IFN-I following stimulation with CpG ODN 1670 A, suggesting that CiRab3aa is a negative regulator of TLR9 signaling pathway. In conclusion, this study not only revealed functional differences between CiRab3aa and CiRab3ab in grass carp immunity, providing new sights into understanding their function in teleost fish, but also provided a new target for the treatment strategy of grass carp hemorrhagic disease. These results will help address the harm and economic losses caused by GCRV infection in grass carp breeding industry.