A bit more simple. An MCP server and an interactive command line tool for CLI. It is written in python. Feel free to check it out. The system exposes the tools

A bit more simple. An MCP server and an interactive command line tool for CLI. It is written in python. Feel free to check it out. The system exposes the tools to the agent to use, it doesn't do any type of context adds automatically. It can link the memory system from any MCP compatible client. So claude desktop and claude code can see the same memories. Or you can use different MCP servers for each instance..just move the folder and update the username/agentname.