Mercury (Hg) is an important element in seafloor cold seeps that might govern methane emission. However, so far, the knowledge of biogeochemical Hg cycle in it remains poorly understood. In this study, Hg geochemical characteristics and microorganisms involved in Hg biogeochemical cycling were examined in three (active, inactive seep vs reference) different types of sediments sampled from the Haima cold seep in the South China Sea. Sediments in the active seep area were significantly enriched in mercury and methylmercury (MeHg) compared to the reference. Accordingly, abundant genes related to Hg methylation (hgcAB), demethylation (merB) and reduction (merA) were detected in the active seep sediments, phylogenetically associated with various bacterial and archaeal linages (e.g. Desulfobacterota, Gammaproteobacteria and Halobacteriota). Hg odd-mass number isotopes (Δ199Hg and Δ201Hg) pointed to their source from the upper ocean and the occurrence of abiotic dark oxidation. The δ202Hg values indicate Hg mass fractionation, migration and transformation in the active seep sediments. These geochemical and microbial data highlight active Hg biogeochemical cycles in seafloor cold seeps, functioning as important Hg-sinks and MeHg sources in the deep ocean.