The LSP Bridge is a Go-based intermediary that connects MCP (Model Context Protocol) servers, such as those used by LLMs, with Language Server Protocol (LSP) client functionality. It transforms how AI agents interact with code by providing a comprehensive suite of code analysis, navigation, and modification tools across more than 20 programming languages. This enables intelligent code understanding, automated improvements, and project-wide analysis, all while incorporating crucial safety features like preview mode for code modifications.