NCP

概要

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.

主な機能

• Intelligent orchestration and routing across multiple MCP servers
• Semantic tool discovery using natural language queries
• Significant token savings by presenting a unified tool interface to AI (up to 97% reduction)
• Project-level and multi-profile configuration for flexible MCP management
• Smart health monitoring to detect and route around broken MCPs
• 7 GitHub stars

ユースケース

• Streamlining AI agent interaction with a large and diverse ecosystem of external tools
• Reducing AI operational costs and improving response times by minimizing token usage and decision latency
• Centralizing and simplifying the management and discovery of Model Context Protocol (MCP) servers for AI assistants