... know that you can try out CodeScene's CodeHealth MCP server for free? Your AI generated code will be safeguarded within minutes and you find all you need to get started here ...

... just launched the CodeScene CodeHealth MCP on Product Hunt today and I wanted to share the core insight that drove us to build it. AI coding agents are incredible accelerators. But here's what the research shows (and most people aren't talking about): AI increases defect risk by 60%+ when working in unhealthy code In low-health codebases, AI wastes 35 to 50% more tokens just navigating the mess Most codebases aren't even close to AI-ready ... ... Cursor, Claude, Copilot, or any other agent. It lets your AI auto-review generated code before it becomes a problem, safeguard maintainability, and help lift unhealthy code so it's actually AI-ready. All of this is grounded in CodeScene