Serena

Serena is an IDE-like platform designed specifically for coding AI agents, providing semantic code retrieval, symbol-level editing, advanced refactoring, and debugging tools. It extends agent capabilities with high-level, context-aware code operations that are fast, reliable, and scalable to large, complex codebases. Serena is integrated via the Model Context Protocol (MCP), making it accessible from a wide ecosystem of AI-powered coding clients and IDE plugins, including both terminal and GUI-based tools. Developers and organizations seeking to enable autonomous or semi-autonomous coding workflows will benefit most from Serena.