AgentHands generates spatially grounded hand gestures for AI agents in extended reality environments. The system synchronizes physical movements with spoken dialogue to improve conversational clarity. It uses a specialized mapping to ensure gestures align with virtual objects. This allows developers to build more intuitive, non-verbal communication loops between users and XR agents.