NCP

The Natural Context Provider (NCP) addresses the challenge of AI assistants becoming overwhelmed and inefficient when connected to a large number of Model Context Protocol (MCP) servers. By transforming N scattered MCP servers into one intelligent orchestrator, NCP allows AI to perceive a few unified tools instead of dozens of complex ones. This approach drastically reduces token consumption for tool schemas, improves AI's decision-making speed and accuracy, and prevents context exhaustion, leading to more focused, efficient, and cost-effective AI interactions. NCP handles the behind-the-scenes routing, discovery, and execution, ensuring AI always finds and utilizes the most appropriate tools for any given task.