MagicAvatar is a multi-modal framework that can convert various input modes (text, video, and audio) into motion signals, thereby generating/animating avatars. It can create avatars through simple text prompts and also create avatars that follow given movements based on provided source videos. It can also animate avatars with specific themes. MagicAvatar's strength lies in its ability to combine multiple input modes to generate high-quality avatars and animations.