MCP robotics data is a toolkit for robotic agents that standardizes the transfer of environmental context, tool status, and robot actions. Unlike classical video or sensor labeling, MCP annotation connects the robot's physical perception with its textual/logical reasoning, allowing multimodal models to safely call external tools and