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Ho-Gyu-Lee
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serena-mcp

Analyzes code structure and stores project knowledge using the Serena MCP toolset.

Updated Jan 25, 2026
Search Tags:#developer tools#code analysis#refactoring#knowledge management#semantic analysis#serena mcp
One-click install
npx skills add https://github.com/Ho-Gyu-Lee/hello-claude-code --skill serena-mcp-ho-gyu-lee
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: serena-mcp
Source: https://github.com/Ho-Gyu-Lee/hello-claude-code/tree/main/skills/serena-mcp
Command: npx skills add https://github.com/Ho-Gyu-Lee/hello-claude-code --skill serena-mcp-ho-gyu-lee

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill streamlines code analysis and project knowledge management by leveraging the Serena MCP toolset, offering a more token-efficient and context-aware alternative to built-in tools.

Core Features & Use Cases

  • Semantic Code Analysis: Analyze code structure, find symbols, track references, and perform code edits using specialized Serena tools.
  • Project Knowledge Management: Store and retrieve project-specific information (decisions, patterns, bug fixes) in a persistent memory.
  • Automated Onboarding: Automatically understand new project structures, build processes, and testing methods.
  • Use Case: When working on a large, unfamiliar codebase, use Serena MCP to quickly find all references to a specific function, understand its implementation, and store key architectural decisions in memory for future sessions.

Quick Start

Use the serena-mcp skill to find all references to the 'User' symbol within the current project.

Frequently Asked Questions about serena-mcp

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I perform semantic code analysis on an unfamiliar codebase?▼

Semantic code analysis on an unfamiliar codebase is performed by using specialized tools to find symbols, track references, and understand implementation structure for accurate code exploration.

What is the best way to manage and store project knowledge for future sessions?▼

The best way to manage project knowledge is to store and retrieve project-specific information like architectural decisions and bug fixes in a persistent memory for future sessions.

Can I find all references to a specific function for refactoring tasks?▼

Yes, you can find all references to a specific function by prioritizing semantic analysis tools over built-in alternatives to ensure token efficiency and accuracy during refactoring tasks.

Does automated onboarding help understand new project structures and build processes?▼

Automated onboarding helps you automatically understand new project structures, build processes, and testing methods by leveraging context-aware code exploration and knowledge management.

Why use specialized semantic analysis tools instead of built-in code exploration alternatives?▼

Specialized semantic analysis tools are used instead of built-in alternatives to provide better token efficiency and context-aware accuracy when searching symbols and editing code.

How do I track references and edit code when working on large projects?▼

You track references and edit code on large projects by utilizing a semantic toolset that facilitates symbol searching, reference tracking, and persistent memory storage for project context.

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