MnO2‐cured polysulfide sealants have been widely used in various industrial fields and the effects of MnO2 and three fillers on their mechanical behavior, thermal property and self‐healing ability were focused on in this paper. Under a moderate thermal stimulus, the tensile strength can be significantly restored due to the dynamic exchange of disulfide bonds in polysulfide segments. The residue of a small dosage of thiol promotes the healing process of polysulfide sealants. After healing at 75°C for 48 h, the tensile strength of 2 wt% MnO2 cured sealant is restored to more than 90%. Then, this sealant is modified with three fillers to enhance the tensile strength, however, the addition of fillers hinder the healing process to some extent. Significantly, the sealant modified with 2.5 wt% TiO2 can perform a certain enhancement without sacrificing the healing mechanical properties. These outcomes are helpful for the development of MnO2‐cured polysulfide sealants toward sustainable industrial applications.