ncp

NCP (Natural Context Provider) is an MCP aggregator that consolidates 50+ disparate MCP servers into a single unified interface for AI agents. Instead of loading every tool definition upfront and burning tokens, agents use three simple tools — find, code, and run — to discover and invoke any capability on demand. Code mode lets the agent write TypeScript workflows combining multiple tools in one step. NCP reports 97% fewer tokens consumed and 5x faster tool selection compared to loading individual MCP servers.

ncp is currently grouped under Dev Tooling, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward Aggregates 50+ MCP servers into 2-3 unified tools (find/code/run) and Reducing token costs when an AI agent needs access to many tools. The listed license is NOASSERTION, which is useful when adoption constraints matter. It also shows measurable community traction with 96 GitHub stars.