NCP (MCP Orchestrator)

NCP (Natural Context Provider) serves as an intelligent orchestration layer that unifies multiple MCP servers into a single gateway, enabling AI assistants to discover and execute tools across diverse services without managing individual connections. Built by the NCP Team with TypeScript and the MCP SDK, it features an advanced RAG-powered discovery engine that uses semantic similarity and pattern extraction to intelligently route user requests to the most relevant tools from connected servers like GitHub, Slack, PostgreSQL, AWS, and filesystem operations. The implementation includes automatic health monitoring, persistent caching, and transparent session management, making it valuable for users who want to interact with multiple backend services through a single MCP connection while benefiting from intelligent tool discovery that understands natural language queries and finds the right capabilities across their entire toolchain.

Source

Repository: https://github.com/portel-dev/ncp