Code Review
About
Enables automated code reviews through multiple LLM providers by analyzing repository structures and evaluating code for security, performance, quality, and maintainability with structured output containing issues, strengths, and recommendations.
Details
- Repository
- crazyrabbitLTC/mcp-code-review-server
Explore
- Flatten codebases using Repomix
- Analyze code with Large Language Models
- Get structured code reviews with specific issues and recommendations
- Support for multiple LLM providers (OpenAI, Anthropic, Gemini)
- Handles chunking for large codebases
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
Code ReviewCommand (node, npx, python, etc.)nodeArguments-
Argument 1
build/index.js
Environment-
LLM_PROVIDER
OPEN_AI -
OPENAI_API_KEY
your_openai_api_key_here
Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
-
Argument 1
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
npm install
LLM_PROVIDER=OPEN_AI
OPENAI_API_KEY=your_openai_api_key_here
analyze_repo
Flattens a codebase using Repomix to provide a high-level overview of its structure and organization.
code_review
Performs a comprehensive code quality assessment, identifying issues and providing actionable recommendations for improvement.
This server provides two distinct tools for different code analysis needs:
For testing purposes, you can use the included CLI tool:
node build/cli.js <repo_path> [options]
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"code review": {
"env": {
"LLM_PROVIDER": "OPEN_AI",
"OPENAI_API_KEY": "your_openai_api_key_here"
},
"args": [
"build/index.js"
],
"command": "node"
}
}
}Linux
{
"env": {
"LLM_PROVIDER": "OPEN_AI",
"OPENAI_API_KEY": "your_openai_api_key_here"
},
"args": [
"build/index.js"
],
"command": "node"
}Macos
{
"env": {
"LLM_PROVIDER": "OPEN_AI",
"OPENAI_API_KEY": "your_openai_api_key_here"
},
"args": [
"build/index.js"
],
"command": "node"
}Windows
{
"env": {
"LLM_PROVIDER": "OPEN_AI",
"OPENAI_API_KEY": "your_openai_api_key_here"
},
"args": [
"/c",
"node",
"build/index.js"
],
"command": "cmd"
}A custom MCP server that performs code reviews using Repomix and LLMs.
Features
- Flatten codebases using Repomix
- Analyze code with Large Language Models
- Get structured code reviews with specific issues and recommendations
- Support for multiple LLM providers (OpenAI, Anthropic, Gemini)
- Handles chunking for large codebases
Installation
```bash
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