Interact is a Model Context Protocol (MCP) server designed to enhance the interaction between AI assistants and users. By integrating this module, AI models are guided to proactively seek user feedback before completing tasks or making speculative, high-cost tool calls. This intelligent feedback loop significantly reduces the number of premium requests to platforms like OpenAI, consolidating multiple potential tool invocations into a single, user-guided exchange. It ensures that AI assistants remain aligned with user intent, saving resources and improving overall performance and user satisfaction.