MobileGym is a verifiable simulation environment for mobile GUI agent research that runs in the browser. It provides 28 simulated apps and 416 parameterized task templates with deterministic sub-millisecond judges for evaluation. The platform supports 256 parallel instances on one server and enables scalable online RL training with sim-to-real transfer capabilities.