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serena
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
25.3kstars
1.7kforks
Python
agentaiai-codingclaudeclaude-codecodexidejetbrainslanguage-servermcp-serverprogrammingvibe-coding
Quality signals
ActiveNo testsNo CIThin docsNo licensePopular
AI summary
Auto-generated overview of what this skill does and when to reach for it.
A semantic coding toolkit that lets AI agents perform IDE-level code edits, refactors, and searches via the Model Context Protocol (MCP).
Use this when
- your agent needs to rename a symbol across files
- you want to refactor code without breaking references
- searching for usages of a function in a large codebase
- debugging by tracing symbol dependencies
- editing code in a multi-language monorepo
Don't use when
- you only need simple text replacements
- your project is tiny and has no cross-file dependencies
- you’re working with plain text files without symbols
Capabilities
- find symbol by name or definition
- list all references to a symbol
- rename symbols across files safely
- get file outline with symbol hierarchy
- perform cross-file refactors
- support 40+ languages via LSP
InstallMCP + SKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest oraios/serenaAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/serena curl -fsSL https://raw.githubusercontent.com/oraios/serena/main/SKILL.md -o ~/.claude/skills/serena/SKILL.md
Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
serena — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt