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We released a new MCP server: aibolit-mcp-server (written in TypeScript). Add it to Claude Code (for example), then ask: “Find the most critical design issue in my Java class and fix it.” Claude Code will forward the request to the MCP server. The server will invoke Aibolit—a command-line tool (written in Python) that you must install beforehand. Aibolit will analyze your Java file, identify the most important design flaw needing refactoring, and return the result to the MCP server. The server will then respond to Claude Code, which will fix the issue accordingly.

Long story short: we need your help with Aibolit—a Python command-line tool that uses machine learning to detect issues in Java code. The backlog is full of ideas, and new contributions are always welcome.



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We released a new MCP server: aibolit-mcp-server (written in TypeScript). Add it to Claude Code (for example), then ask: “Find the most critical design issue in my Java class and fix it.” Claude Code will forward the request to the MCP server. The server will invoke Aibolit—a command-line tool (written in Python) that you must install beforehand. Aibolit will analyze your Java file, identify the most important design flaw needing refactoring, and return the result to the MCP server. The server will then respond to Claude Code, which will fix the issue accordingly.

Long story short: we need your help with Aibolit—a Python command-line tool that uses machine learning to detect issues in Java code. The backlog is full of ideas, and new contributions are always welcome.

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If riding a bucking bronco is your idea of fun, you’re going to love what the stock market has in store. Consider this past week’s ride a preview.The week’s action didn’t look like much, if you didn’t know better. The Dow Jones Industrial Average rose 213.12 points or 0.6%, while the S&P 500 advanced 0.5%, and the Nasdaq Composite ended little changed.

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