GitLab-MCP-Server
About
GitLab-MCP-Server is a Model Context Protocol (MCP) server that connects AI assistants to GitLab projects. It retrieves pipeline failure logs, unresolved merge request review comments, and local changes against the MR base commit, enabling the assistant to act on that…
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- get_pipeline_failed_jobs: fetches console output of failed pipeline jobs
- get_review_comments: retrieves unresolved, file‑attached MR comments
- get_review_changes: gets diff from MR base commit to local repository state
- Uses GitLab API with a read‑only token
- Works with Claude for Desktop and Cursor
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
GitLab-MCP-ServerCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install with uv sync after cloning the repository. Obtain a GitLab personal access token with the read_api scope. Configure the server by setting environment variables (GITLAB_URL, GITLAB_PROJECT_NAME, GITLAB_API_KEY, GIT_REPO_PATH) in your client's MCP configuration (Claude Desktop or Cursor). The tools are then available via MCP function calls: get_pipeline_failed_jobs, get_review_comments, and get_review_changes.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"gitlab-mcp-server": {
"owayo_gitlab-mcp-server": {
"command": "uv",
"args": [
"sync"
]
}
}
}
}McpServers
{
"owayo_gitlab-mcp-server": {
"command": "uv",
"args": [
"sync"
]
}
}GitLab-MCP-Server
GitLabとの連携機能を提供するModel Context Protocol (MCP) サーバーです。GitLabの特定のプロジェクトからパイプラインの失敗情報やマージリクエストへの指摘事項を取得し、AIアシスタントに提供します。
概要
このMCPサーバーは、GitLabのAPIを利用して以下の情報をAIアシスタントに提供します：
1. GitLabパイプラインで失敗したジョブのコンソール出力
2. GitLab MRへの未解決の指摘事項（コメント）
3. GitLab MRの変更内容（ローカルリポジトリの現在の状態との差分）
MCPの機能を使用することで、AIアシスタントはGitLabの情報を直接取得し、より的確な支援を提供できます。
インストール
```bash
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