ControlMM is a full-body motion generation framework equipped with plug-and-play multimodal control capabilities. It can robustly generate movements across various domains, including Text-to-Motion, Speech-to-Gesture, and Music-to-Dance. The model has significant advantages in controllability, sequence coherence, and motion realism, providing a new motion generation solution for the field of artificial intelligence.