Enables Large Language Models (LLMs) to execute make targets from Makefiles in a controlled environment. This Model Context Protocol (MCP) server allows LLMs like Claude to run build processes, understand Makefile structure, assist with development tasks, and handle errors appropriately, all while respecting the working directory context. It integrates with any valid Makefile and allows for custom build scripts. This provides a way to automate tasks that would normally require a developer to manually run commands, letting the AI coding assistant control the build system.