The goal of the MultiMed package is to provide methods for testing multiple mediators simultaneously, controlling the FWER or FDR.
This package is available on Bioconductor.
You can also install MultiMed from GitHub using the devtools package:
# install.packages("devtools")
devtools::install_github("SiminaB/MultiMed")