An MCP server to autonomously launch, manage, and shutdown local mlx-lm instances on Apple Silicon.(Apple Silicon上でローカルLLM (mlx-lm) を自律的に起動・管理・停止するためのMCPサーバー。)
Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling action histories into concise summaries while maintaining a clear core objective.