NCP is an intelligent orchestrator for the MCP protocol that manages multiple MCP servers in a unified manner. It automatically routes tool calls through semantic understanding, significantly reducing the cognitive burden and token consumption of AI tools, and improving the work efficiency and response speed of AI assistants.

The Notion MCP server is a middleware service that enables interaction between LLMs and the Notion workspace through the Notion API, supporting Markdown conversion to optimize token usage efficiency.

A semantic compression tool that converts numerical data into natural language descriptions, optimizing the processing efficiency of LLMs and reducing token consumption.

slack-cli-mcp is a project that encapsulates the Slack MCP server into a Docker command-line interface, aiming to significantly reduce the token consumption of LLM agents and improve efficiency through the CLI method.

An MCP server specifically designed to optimize token usage of AI agents, improving efficiency by converting data to the TOON format and removing non-essential content from code files

OneMCP is a universal MCP protocol aggregator that uniformly manages tools from multiple external MCP servers through a meta-tool architecture. It uses progressive discovery and semantic search technologies to significantly reduce token consumption of LLMs and improve tool discovery efficiency.