oraios/serena

Serena is an advanced toolkit designed to empower AI coding agents with sophisticated semantic understanding and manipulation capabilities, effectively serving as an IDE for them. By providing robust high-level abstractions for code retrieval, editing, and refactoring, Serena enables agents to interact with codebases more efficiently and reliably than traditional low-level approaches. It integrates seamlessly with various AI clients and LLMs via the Model Context Protocol (MCP) and supports over 40 programming languages through LSP, with an optional JetBrains plugin for deeper analysis. This allows agents to perform complex coding tasks with the precision of a seasoned developer.