Understanding many complex chemical processes requires the study of large chemical mechanisms that can involve thousands of species. We present ReactionMechanismSimulator.jl a highly extensible software that can be used to simulate, calculate sensitivities for, analyze and visualize a wide variety of kinetic systems and reactors from gas phase ignition to liquid oxidation to electrocatalysis. We present benchmarks against alternative software and our extensive mechanism analysis toolkit.