Highly Recommended

Serena

Never get lost in big projects again - symbol-level ops obliterat...
X-ray vision for your code
Core Principle:
Serena is your AI coding partner that understands code like an IDE, helping you precisely locate symbols and edit intelligently. Handles big projects in 30+ languages - no more blind searches and inefficient changes.
KEY FEATURES
01Precision Locator
Find any function/variable definition instantly like an IDE
02Scalpel Editing
Insert/modify code right at symbols without collateral damage
03Relation Map
See calling relationships clearly - no more blind coding
04Language Omnivore
Python to Rust - handle all mainstream languages
github.com/oraios/serena
data-ai·oraios·2026-02-06·19.3k·🔱 1.3k
Curated by agent-skills.cc
Installation
Download
HTTPS
git clone https://github.com/oraios/serena.git
SSH
git clone [email protected]:oraios/serena.git
GitHub CLI
gh repo clone oraios/serena
FAQ
Q: What are the installation steps for Serena Agent Skills?
1.Install UV: One-command Python package manager
2.Start Server: MCP server up in seconds
3.Connect IDE: VSCode/IntelliJ plug-n-play
4.Start Searching: Precision search like using IDE
Q: What are the highlights of Serena Agent Skills?
  • 18.6k-star open source
  • Officially sponsored by Microsoft
  • 109-contributor ecosystem
  • MIT license for commercial use
Q: What are the use cases for Serena Agent Skills?
  • Precise impact analysis during legacy code refactoring
  • Quickly understand newly inherited complex projects
  • Provide pro-level code context for AI assistants
  • Cross-language project-wide analysis
Q: What are the limitations of Serena Agent Skills?
  • Requires language server setup
  • JetBrains plugin is premium