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GitLab Review MCP

GitLab Review MCP

by lininn

Node Code Review MCP

A Node.js implementation of the Model Context Protocol (MCP) server for code review operations, supporting both GitHub and GitLab platforms.

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Features

  • πŸ” Fetch pull request/merge request details

  • πŸ“„ Get code diffs for PRs or commits

  • πŸ’¬ Add review comments

  • πŸ” Basic code quality analysis

  • πŸ”§ Configurable via command line arguments

  • 🌐 Support for both GitHub and GitLab APIs

Related MCP server: sentinel-mcp

Installation

Via NPM (when published)

npm install -g gitlab-review-mcp

Local Development

git clone <repository>
cd gitlab-review-mcp
npm install
npm run build

Configuration

Environment Variables

Copy env.example to .env and configure:

# API Configuration
API_BASE_URL=https://api.github.com
API_TOKEN=your_github_token_here

# For GitLab, use:
# API_BASE_URL=https://gitlab.com/api/v4
# API_TOKEN=your_gitlab_token_here

# Server Configuration
TIMEOUT=30000
MAX_RETRIES=3

Command Line Arguments

gitlab-review-mcp \
  --api-base-url https://api.github.com \
  --api-token your_token \
  --timeout 30000 \
  --max-retries 3

MCP Configuration

Add to your MCP client configuration (e.g., Claude Desktop):

{
  "mcpServers": {
    "gitlab-review-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "gitlab-review-mcp",
        "--api-base-url=https://api.github.com",
        "--api-token=your_github_token_here"
      ],
      "alwaysAllow": [
        "fetch_pull_request",
        "fetch_code_diff",
        "add_review_comment",
        "analyze_code_quality",
        "get_server_config",
        "create_merge_request",
        "get_current_branch",
        "get_project_info"
      ]
    }
  }
}

Using Local Installation

{
  "mcpServers": {
    "gitlab-review-mcp": {
      "command": "node",
      "args": [
        "/path/to/gitlab-review-mcp/dist/index.js",
        "--api-base-url=https://api.github.com",
        "--api-token=your_github_token_here"
      ],
      "alwaysAllow": [
        "fetch_pull_request",
        "fetch_code_diff",
        "add_review_comment",
        "analyze_code_quality",
        "get_server_config",
        "create_merge_request",
        "get_current_branch",
        "get_project_info"
      ]
    }
  }
}

For GitLab

{
  "mcpServers": {
    "gitlab-review-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "gitlab-review-mcp",
        "--api-base-url=https://gitlab.com/api/v4",
        "--api-token=your_gitlab_token_here"
      ],
      "alwaysAllow": [
        "fetch_pull_request",
        "fetch_code_diff",
        "add_review_comment",
        "analyze_code_quality",
        "get_server_config",
        "create_merge_request",
        "get_current_branch",
        "get_project_info"
      ]
    }
  }
}

Available Tools

fetch_pull_request

Fetch pull request/merge request details.

Parameters:

  • repository (string): Repository in format "owner/repo" or GitLab project path like "group/project" (aliases: projectId, project_path)

  • pullRequestNumber (number): Pull request number

  • provider (string, optional): "github" or "gitlab" (default: "gitlab")

fetch_code_diff

Fetch code diff for a pull request or commit.

Parameters:

  • repository (string): Repository in format "owner/repo" or GitLab project path like "group/project"

  • pullRequestNumber (number, optional): Pull request number

  • commitSha (string, optional): Commit SHA

  • filePath (string, optional): Specific file path to get diff for

  • provider (string, optional): "github" or "gitlab" (default: "gitlab")

add_review_comment

Add a review comment to a pull request.

Parameters:

  • repository (string): Repository in format "owner/repo" or GitLab project path like "group/project"

  • pullRequestNumber (number): Pull request number

  • body (string): Comment body

  • filePath (string, optional): File path for line comment

  • line (number, optional): Line number for line comment

  • provider (string, optional): "github" or "gitlab" (default: "gitlab")

analyze_code_quality

Analyze code quality and provide suggestions with detailed metrics.

Parameters:

  • code (string): Code content to analyze

  • language (string): Programming language (javascript, typescript, python, java, go, etc.)

  • rules (array, optional): Specific rules to check

get_repository_info

Get repository information.

Parameters:

  • repository (string): Repository in format "owner/repo" or GitLab project path like "group/project"

  • provider (string, optional): "github" or "gitlab" (default: "gitlab")

analyze_files_batch

Analyze multiple files for code quality issues.

Parameters:

  • files (array): Array of file objects with path, content, and language properties

  • rules (array, optional): Specific rules to apply to all files

get_pull_request_files

Get list of files changed in a pull request.

Parameters:

  • repository (string): Repository in format "owner/repo" or GitLab project path like "group/project"

  • pullRequestNumber (number): Pull request number

  • provider (string, optional): "github" or "gitlab" (default: "gitlab")

get_supported_languages

Get list of supported programming languages for code analysis.

get_language_rules

Get available analysis rules for a specific language.

Parameters:

  • language (string): Programming language

get_server_config

Get current server configuration and health status.

create_merge_request πŸ†•

Create a new GitLab merge request from a source branch with enhanced error handling.

Parameters:

  • projectId (string): GitLab project ID or path

    • Numeric ID (recommended): "12345"

    • Project path: "group/project" or "group/subgroup/project"

  • sourceBranch (string): Source branch name (e.g., "feature/new-feature")

  • targetBranch (string, optional): Target branch name (defaults to "main")

  • title (string, optional): Merge request title (auto-generated from branch name if not provided)

  • description (string, optional): Merge request description

  • assigneeId (number, optional): User ID to assign the merge request to

  • reviewerIds (array, optional): Array of user IDs to request reviews from

  • deleteSourceBranch (boolean, optional): Whether to delete source branch when MR is merged

  • squash (boolean, optional): Whether to squash commits when merging

Enhanced Error Handling:

  • Project ID validation with detailed error messages

  • Automatic project verification before MR creation

  • Comprehensive troubleshooting guidance for common errors (404, 401, 403, etc.)

  • Support for both numeric IDs and project paths

Example:

// Minimal usage
{
  "projectId": "mygroup/myproject",
  "sourceBranch": "feature/user-authentication"
}

// Full configuration
{
  "projectId": "12345",
  "sourceBranch": "feature/user-authentication",
  "targetBranch": "develop",
  "title": "feat: Add user authentication system",
  "description": "This MR adds JWT-based authentication with password hashing.",
  "assigneeId": 123,
  "reviewerIds": [456, 789],
  "deleteSourceBranch": true,
  "squash": true
}

Auto-generated Titles: The tool automatically generates conventional commit-style titles based on branch prefixes:

  • feature/ β†’ feat:

  • bugfix/ β†’ fix:

  • hotfix/ β†’ fix:

  • docs/ β†’ docs:

  • refactor/ β†’ refactor:

get_current_branch πŸ†•

Get current Git branch and repository information.

Parameters:

  • workingDirectory (string, optional): Working directory path (defaults to current directory)

Example:

{
  "workingDirectory": "/path/to/your/project"
}

Returns:

{
  "currentBranch": "feature/user-authentication",
  "allBranches": ["main", "feature/user-authentication", "develop"],
  "isGitRepository": true,
  "repositoryRoot": "/path/to/your/project"
}

get_project_info πŸ†•

Get current GitLab project information from Git remotes.

Parameters:

  • workingDirectory (string, optional): Working directory path (defaults to current directory)

  • remoteName (string, optional): Git remote name (defaults to "origin")

Example:

{
  "workingDirectory": "/path/to/your/project",
  "remoteName": "origin"
}

Returns:

{
  "projectId": "group%2Fproject",
  "projectPath": "group/project",
  "gitlabUrl": "https://gitlab.com",
  "remotes": [
    {
      "name": "origin",
      "url": "git@gitlab.com:group/project.git",
      "fetch": "git@gitlab.com:group/project.git",
      "push": "git@gitlab.com:group/project.git"
    }
  ],
  "isGitlabProject": true
}

API Token Setup

GitHub

  1. Go to GitHub Settings > Developer settings > Personal access tokens

  2. Generate a new token with appropriate permissions:

    • repo scope for private repositories

    • public_repo scope for public repositories only

GitLab

  1. Go to GitLab User Settings > Access Tokens

  2. Create a personal access token with:

    • api scope for full API access

    • read_api scope for read-only access

Development

# Install dependencies
npm install

# Run in development mode
npm run dev

# Build
npm run build

# Clean build directory
npm run clean

License

MIT License - see LICENSE file for details.

Available Tools

15 tools
add_review_commentC

Add a review comment to a pull request

Inputs: repository (required), pullRequestNumber (required), body (required), filePath, +2 more.

analyze_code_qualityC

Analyze code quality and provide suggestions with detailed metrics

Inputs: code (required), language (required), rules.

analyze_files_batchC

Analyze multiple files for code quality issues

Inputs: files (required), rules.

create_merge_requestB

Create a new GitLab merge request from a source branch

Inputs: sourceBranch (required), projectId, targetBranch, title, +7 more.

fetch_code_diffC

Fetch code diff for a pull request or commit

Inputs: repository (required), pullRequestNumber, commitSha, filePath, +1 more.

fetch_pull_requestC

Fetch pull request details from GitHub/GitLab

Inputs: repository (required), pullRequestNumber (required), provider.

get_current_branchB

Get current Git branch and repository information

Inputs: workingDirectory.

get_language_rulesC

Get available analysis rules for a specific language

Inputs: language (required).

get_merge_requestC

Get information about a specific GitLab merge request

Inputs: mergeRequestIid (required), projectId, workingDirectory, remoteName.

get_merge_request_changesC

Get merge request changes (GitLab compatibility alias)

Inputs: repository, pullRequestNumber, mergeRequestIid, provider, +2 more.

get_project_infoC

Get current GitLab project information from Git remotes

Inputs: workingDirectory, remoteName.

get_pull_request_filesC

Get list of files changed in a pull request or merge request

Inputs: repository, pullRequestNumber, mergeRequestIid, provider, +2 more.

get_repository_infoC

Get repository information

Inputs: repository (required), provider.

get_server_configB

Get current server configuration

Inputs: no named parameters.

get_supported_languagesB

Get list of supported programming languages for code analysis

Inputs: no named parameters.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    B3/5.0

    Scored across 15 tools

    Disambiguation3/5

    There is significant overlap between several tools, particularly in the code analysis and merge/pull request areas. For example, 'analyze_code_quality' and 'analyze_files_batch' have unclear boundaries, and 'fetch_pull_request' vs 'get_merge_request' could cause confusion about which platform to target. However, the descriptions help clarify some distinctions, preventing complete ambiguity.

    Naming Consistency4/5

    Most tools follow a consistent verb_noun pattern (e.g., 'add_review_comment', 'create_merge_request', 'get_project_info'), which is clear and predictable. There are minor deviations like 'fetch_code_diff' (using 'fetch' instead of 'get') and 'analyze_files_batch' (which includes an extra descriptor), but overall the naming is largely consistent and readable.

    Tool Count4/5

    With 15 tools, the count is reasonable for a server focused on GitLab review and code analysis. It covers multiple aspects like merge requests, code quality, and repository info without being overly bloated. However, it might be slightly heavy if some tools are redundant, but it generally fits the scope well.

    Completeness4/5

    The tool set covers core workflows for GitLab review, including creating and fetching merge requests, analyzing code, and getting repository details. Minor gaps exist, such as no tools for updating or deleting merge requests or handling comments beyond adding them, but agents can likely work around these with the available operations.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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