We're super excited to launch the open-source prototype of Gentoro OneMCP, a knowledge-driven runtime for the Model Context Protocol (MCP) that enables AI agents to interact with backend APIs accurately, consistently, and at lower cost. By generating and reusing structured execution plans, Gentoro OneMCP helps agents call complex services with predictable behavior, giving teams a practical foundation for production-grade agentic applications.