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AI-Powered Code Review Server

Built a code review server that uses LLMs via OpenRouter with MCP Protocol support for direct integration with Claude Code

TypeScriptExpressReactViteZodDockerMCP Protocol
GitHub

Completed January 2026

AI-Powered Code Review Server

Built a code review server that uses LLMs via OpenRouter to analyze code and provide feedback with issues and risk scores.

Features

  • React dashboard where you can paste code or diffs and get feedback
  • Issues detection with severity levels
  • Risk scoring for code changes
  • MCP Protocol support for direct integration with Claude Code
  • Docker containerization for easy deployment

Technical Stack

  • Frontend: React + Vite for a fast, modern UI
  • Backend: Express.js with TypeScript
  • Validation: Zod for runtime type checking
  • AI Integration: OpenRouter for LLM access
  • Protocol: MCP (Model Context Protocol) for editor integration
  • Deployment: Docker and Docker Compose

Architecture

The server exposes a RESTful API for code review requests and also implements the MCP protocol for seamless integration with AI-powered editors like Claude Code.

Lessons Learned

This project taught me about integrating LLMs into development workflows and the importance of providing structured, actionable feedback to developers.