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Tổng quan
Serena acts as an IDE layer for coding agents, offering semantic code retrieval, editing, refactoring, and debugging tools that operate at the symbol level rather than relying on primitive line-number or text-search operations. It integrates with AI clients via the Model Context Protocol (MCP) and supports two backends: open-source language servers (LSP) supporting over 40 programming languages by default, and a paid JetBrains plugin that leverages JetBrains IDE analysis capabilities. Serena's agent-first design aims to make agents faster, more efficient, and more reliable, particularly on large and complex codebases.
Tính năng chính
- Semantic code retrieval: find symbol, file outline, find referencing symbols, find declaration, find implementations, diagnostics
- Refactoring: rename, move, inline, propagate deletions (JetBrains plugin only for move, inline, and propagate deletions)
- Symbolic editing: replace symbol body, insert after/before symbol, safe delete
- Interactive debugging with breakpoints and REPL-style execution control (JetBrains plugin only)
- Memory management system for persistent, cross-session agent workflows
- Multi-layered YAML configuration: global, CLI, per-project, execution context, and composable modes
- Support for 40+ programming languages via LSP language servers
- Basic utilities: regex search, text replacement, directory listing, file search, file reading, shell command execution
- MCP server with launch command or HTTP mode connectivity
Yêu cầu, cài đặt và bắt đầu nhanh
Cách sử dụng
Khả năng tương thích của mô hình và trường hợp sử dụng
Serena is client and LLM agnostic, integrating via MCP. It is compatible with terminal-based clients (Claude Code, Codex, OpenCode, Gemini CLI), IDE plugins (Copilot, Junie, JetBrains AI Assistant for VSCode, Cursor, JetBrains IDEs), and desktop/web clients (Claude Desktop, Codex App, OpenWebUI).
Ghi chú về giấy phép và rủi ro
Licensed under the MIT License.
Editorial verification 2026-08-09: repository URL, owner, description, license and repository statistics were reviewed. License metadata: MIT. README was fetched for the channel draft; re-check repository dependencies, releases and model terms before production use.
Phát hành và bảo trì
Repository created on 2025-03-23. Last pushed on 2026-08-05. Default branch is main. The repository is not archived.