Microsoft Research introduces MMCTAgent, an open-source framework that brings human-like critical thinking to AI-powered visual analysis. Combining planner-critic architecture with modular toolchains, it enables sophisticated reasoning over images and videos while supporting multi-cloud deployment. This breakthrough promises to transform how developers build complex visual understanding systems.