Serena is a Model Context Protocol server that equips AI coding agents with IDE-like semantic code understanding and manipulation tools. It provides high-level abstractions for symbol-level code retrieval, editing, refactoring, and debugging rather than relying on primitive line-based operations. The toolkit integrates with any LLM client via MCP and is designed to make agents operate faster and more reliably in larger, complex codebases.