Code Review MCP Server
# Code Review MCP Server
An MCP server designed to act as a **Read-Only Intelligence Provider** for code reviews. It connects LLMs (like Claude Desktop or Gemini) to your Git hosting platforms (GitLab & GitHub) to analyze Merge/Pull Requests, understand project context, and provide expert feedback.
## Features
- **Platform Agnostic:** Supports both **GitLab** and **GitHub**.
- **List PRs/MRs:** See what needs review.
- **Get Details:** Understand the description, author, and intent.
- **Get Diff:** Retrieve and analyze code changes.
- **Read Files:** Fetch specific files from repositories at any ref (commit, branch, tag).
- **Custom Guidelines:** Configure your own code review guidelines.
---
## Installation & Setup
You can use this MCP server in two ways:
### Option A: Global Installation (Recommended)
Install the package globally via npm:
```bash
npm install -g mcp-server-code-review
```
### Option B: Clone & Build (For Development)
Clone the repository and build it locally:
```bash
git clone <your-repo-url> mcp-server-code-review
cd mcp-server-code-review
npm install
npm run build
```
---
## Configuration
The server requires environment variables for authentication. You should add these to your MCP Client configuration (e.g., Claude Desktop).
### Environment Variables
| Variable | Description | Required For |
| ------------------------------ | -------------------------------------------------------- | ----------------------- |
| `GITLAB_TOKEN` | Your GitLab Personal Access Token. | GitLab |
| `GITLAB_URL` | GitLab instance URL (default: `https://gitlab.com`). | GitLab (Self-Managed) |
| `GITHUB_TOKEN` | Your GitHub Personal Access Token. | GitHub |
| `CODE_REVIEW_GUIDELINES_FILE` | Path to a file containing custom code review guidelines. | Optional (Custom Rules) |
| `CODE_REVIEW_GUIDELINES` | Inline custom code review guidelines text. | Optional (Custom Rules) |
> **Note:** At least one of `GITLAB_TOKEN` or `GITHUB_TOKEN` must be provided. If `CODE_REVIEW_GUIDELINES_FILE` is set, it takes precedence over `CODE_REVIEW_GUIDELINES`.
### MCP Server Configuration
#### Using Global Installation
```json
{
"mcpServers": {
"code-review": {
"command": "mcp-server-code-review",
"env": {
"GITLAB_TOKEN": "your_token_here",
"GITHUB_TOKEN": "your_token_here"
}
}
}
}
```
#### Using Local Clone
Replace `/absolute/path/to/...` with the actual full path to the project directory.
```json
{
"mcpServers": {
"code-review": {
"command": "node",
"args": ["/absolute/path/to/mcp-server-code-review/dist/index.js"],
"env": {
"GITLAB_TOKEN": "your_token_here",
"GITHUB_TOKEN": "your_token_here"
}
}
}
}
```
#### With Self-Managed GitLab
```json
{
"mcpServers": {
"code-review": {
"command": "mcp-server-code-review",
"env": {
"GITLAB_TOKEN": "your_token_here",
"GITLAB_URL": "https://gitlab.yourcompany.com"
}
}
}
}
```
#### With Custom Code Review Guidelines
You can provide custom guidelines either as a file path or inline text:
```json
{
"mcpServers": {
"code-review": {
"command": "mcp-server-code-review",
"env": {
"GITHUB_TOKEN": "your_token_here",
"GITLAB_TOKEN": "your_token_here",
"GITLAB_URL": "https://gitlab.yourcompany.com",
"CODE_REVIEW_GUIDELINES_FILE": "/path/to/your/guidelines.md"
}
}
}
}
```
Or use inline guidelines:
```json
{
"mcpServers": {
"code-review": {
"command": "mcp-server-code-review",
"env": {
"GITHUB_TOKEN": "your_token_here",
"CODE_REVIEW_GUIDELINES": "Focus on performance and security. Ensure all functions have proper error handling."
}
}
}
}
```
### Claude Desktop Configuration
Add the following to your `claude_desktop_config.json` file.
**Path locations:**
- **macOS:** `~/Library/Application Support/Claude/claude_desktop_config.json`
- **Windows:** `%APPDATA%\Claude\claude_desktop_config.json`
- **Linux:** `~/.config/Claude/claude_desktop_config.json`
### Claude Code (CLI) Configuration
Add the following to your `settings.json` file for global configuration, or `.claude/settings.local.json` in your project directory for project-specific configuration.
**Path locations (global):**
- **macOS:** `~/.claude/settings.json`
- **Windows:** `%USERPROFILE%\.claude\settings.json`
- **Linux:** `~/.claude/settings.json`
### Gemini Configuration
Add the following to your `settings.json` file.
**Path locations:**
- **macOS:** `~/.gemini/settings.json`
- **Windows:** `%USERPROFILE%\.gemini\settings.json`
- **Linux:** `~/.gemini/settings.json`
### ChatGPT Configuration
Add the following to your `mcp.json` file.
**Path locations:**
- **macOS:** `~/.chatgpt/mcp.json`
- **Windows:** `%USERPROFILE%\.chatgpt\mcp.json`
- **Linux:** `~/.chatgpt/mcp.json`
---
## Available Tools
### GitHub Tools
| Tool | Description |
| --------------------------- | ------------------------------------------------- |
| `github_list_prs` | List pull requests with optional status filter |
| `github_get_pr_details` | Get detailed information about a pull request |
| `github_get_pr_diff` | Retrieve code changes/diff for a pull request |
| `github_read_file` | Read file content at a specific ref |
| `github_get_project_metadata` | Fetch README and manifest files (package.json, etc.) |
### GitLab Tools
| Tool | Description |
| --------------------------- | ------------------------------------------------- |
| `gitlab_list_mrs` | List merge requests with optional status filter |
| `gitlab_get_mr_details` | Get detailed information about a merge request |
| `gitlab_get_mr_diff` | Retrieve code changes/diff for a merge request |
| `gitlab_read_file` | Read file content at a specific ref |
| `gitlab_get_project_metadata` | Fetch README and manifest files (package.json, etc.) |
---
## Available Prompts
| Prompt | Description |
| ----------------------- | ------------------------------------------------ |
| `review_merge_request` | Guided GitLab MR review with Principal Engineer perspective |
| `review_pull_request` | Guided GitHub PR review with Principal Engineer perspective |
These prompts instruct the LLM to:
- Act as a Principal Software Engineer
- Focus on logic errors, race conditions, security issues, and architectural alignment
- Provide structured feedback (Summary, Critical Issues, Suggestions, Nitpicks)
- Request issue/ticket details for additional context
---
## Development & Debugging
### Run Unit Tests
```bash
npm test # Run all tests
npm run test:coverage # Run tests with coverage report
```
### Format Code
```bash
npm run format # Format code with Prettier
npm run format:check # Check code formatting
```
### Test with MCP Inspector
The **MCP Inspector** allows you to test the server and tool calls interactively in your browser without needing the Claude Desktop app.
1. **Build the project:**
```bash
npm run build
```
2. **Run the Inspector:**
(Replace tokens with your actual values)
```bash
GITLAB_TOKEN=your_token npx @modelcontextprotocol/inspector node dist/index.js
```
3. **Open:** `http://localhost:6274` (or the port shown in terminal).
---
## License
ISC
TDQS
Scored across 10 tools
The tools are clearly separated by platform (GitHub vs GitLab) and action type (list, get details, get diff, read file, get metadata), with minimal overlap. However, the 'get_project_metadata' and 'read_file' tools could potentially be confused as both involve reading project content, though their specific purposes differ slightly.
All tools follow a consistent pattern of platform_prefix_verb_noun (e.g., github_get_pr_details, gitlab_list_mrs). The naming is perfectly predictable and uses snake_case uniformly throughout the entire toolset.
With 10 tools, the server is well-scoped for code review across two major platforms. Each tool has a clear purpose and contributes to the overall functionality without being excessive or insufficient for the domain.
The toolset provides comprehensive coverage for reading and reviewing code across GitHub and GitLab, including listing, viewing details, diffs, files, and metadata. A minor gap exists in the lack of tools for creating or updating reviews/comments, which are common in code review workflows, but the core review capabilities are well-covered.