AI coding assistants ship code fast. But someone still has to review it. I wanted that "senior engineer second pair of eyes" to live inside my editor, run entirely on my machine, and work with whatever assistant I'm using today.
Source: [Dev.to](https://dev.to/goodjobwilliam/i-built-an-mcp-server-that-reviews-code-locally-no-saas-no-uploads-568a)