NLIP (Natural Language interaction Protocol) enables multi-turn conversational exchanges between humans and AI agents, as well as agent-to-agent interaction, regardless of their organizational domains or internal technologies. This approach eliminates many challenges associated with API management in current software systems and enables the development of universal client applications that can communicate with any NLIP-enabled agent. https://github.com/nlip-project