If you use AI agents, such as [Claude Code], [Cursor], or [Windsurf], for code refactoring, you may enjoy using this [MCP] server. Your AI agent, when you ask it to "make code better," may wonder what exactly needs to be improved. Sadly, it may often overlook important problems. AI agents, by design, pay more attention to cosmetic issues, which are "low-hanging fruits" for them. This [MCP] server
Add this skill
npx mdskills install cqfn/aibolit-mcp-serverIntegrates Java static analysis tool to guide agents toward critical design issues
If you use AI agents, such as Claude Code, Cursor, or Windsurf, for code refactoring, you may enjoy using this MCP server. Your AI agent, when you ask it to "make code better," may wonder what exactly needs to be improved. Sadly, it may often overlook important problems. AI agents, by design, pay more attention to cosmetic issues, which are "low-hanging fruits" for them. This MCP server will give your agent a hint: what is the most critical design issue in the code. Then, the agent will refactor it and fix the issue.
First, install Node, Npm, Python, Pip, and aibolit:
aibolit --version
Then, add this MCP server to Claude Code
(or simply edit ~/claude.json, but it's not recommended):
claude mcp add aibolit npx aibolit-mcp-server@0.0.6
Then, restart Claude Code and ask it something along these lines: "Find the most critical design issue in my code base and fix it."
To test this project, simply run the following commands (you'll need Node 18+, Npm, and GNU make installed):
npm install
make
If everything builds correctly after your changes, submit a pull request.
Install via CLI
npx mdskills install cqfn/aibolit-mcp-serverMCP Server for Aibolit, Java Code Analyzer is a free, open-source AI agent skill. If you use AI agents, such as [Claude Code], [Cursor], or [Windsurf], for code refactoring, you may enjoy using this [MCP] server. Your AI agent, when you ask it to "make code better," may wonder what exactly needs to be improved. Sadly, it may often overlook important problems. AI agents, by design, pay more attention to cosmetic issues, which are "low-hanging fruits" for them. This [MCP] server
Install MCP Server for Aibolit, Java Code Analyzer with a single command:
npx mdskills install cqfn/aibolit-mcp-serverThis downloads the skill files into your project and your AI agent picks them up automatically.
MCP Server for Aibolit, Java Code Analyzer works with Claude Code, Claude Desktop, Cursor, Vscode Copilot, Windsurf, Continue Dev, Gemini Cli, Amp, Roo Code, Goose. Skills use the open SKILL.md format which is compatible with any AI coding agent that reads markdown instructions.