Just

Just-mcp provides a robust Model Context Protocol (MCP) server for the Just command runner, empowering AI agents to seamlessly interact with Justfile recipes. It abstracts away underlying scripting complexities, allowing LLMs to discover, execute, and introspect commands without needing to parse or understand diverse build artifacts. This approach enhances agent safety by providing a controlled execution environment, reduces context consumption, and eliminates the need for LLMs to learn Justfile syntax, making it an ideal tool for powerful, efficient, and secure agent execution with ultra-low overhead.

Key Features

Use Cases