How to Use the GitLab MCP in Claude

Q: How do I connect GitLab to Claude Desktop?

Open your claudedesktopconfig.json file and add the gitlab-mcp MCP server to your mcpServers list. Provide your personal access token as an environment variable and restart the app.

Q: How does Claude Desktop know my GitLab permissions?

The server runs getmygitlabprofile and verifyapiconnection using the personal access token you provide. It only sees the projects and groups your user account has explicit access to.

Q: Can the agent search across all my self-hosted groups?

Yes. The agent can trigger searchgitlabglobal and listvisiblegroups to find repositories or issues across your entire self-hosted instance, provided your token has global read permissions.

Let Claude Desktop manage your GitLab repositories, check pipeline states, and update issues directly from your chat bar.

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Connect GitLab MCP to Claude Desktop

Create your Vinkius account to connect GitLab to Claude Desktop and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup GitLab with Claude Desktop

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Control GitLab issues without leaving Claude Desktop

The `list_project_issues` tool lets you pull your active backlog directly into Claude Desktop so you can stop bouncing between browser tabs. You can read through descriptions, check assignments, and get the ground truth on your project status instantly. This MCP Server keeps your workspace clean. When you find a bug or need to assign a task, your agent can run `create_project_issue` to write it directly to your repository. No manual form filling is required. You get a clean, direct line to your project tracking without context switching.

Deep repository file access and code inspection

Your agent uses the `get_repository_file` tool to pull the exact source file you need directly into your chat window. This runs locally, meaning you can inspect configuration files or source code without copy-pasting code blocks back and forth. You can also use `get_project_details` to verify repository metadata or locate specific forks using `list_project_forks`. This MCP integration lets Claude Desktop act as an intelligent partner that actually understands how your code is structured on the remote server.

Track pipelines and merge requests on the fly

Checking your deployment status is simple when your agent runs `list_project_pipelines` to monitor active builds. Keep tabs on your deployment status without opening the heavy GitLab web UI. If you are waiting on reviews, the agent can call `list_merge_requests` to show you who is holding up the release. It gives you a quick snapshot of team activity right inside your chat window.

Setup guide

Set up GitLab MCP in Claude Web or Desktop

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.
2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL: https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.
3

Start a conversation

Open a new chat. The GitLab MCP tools are available immediately — no restart needed.

Endpoint URL

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

No configuration file needed — paste the URL directly in the Claude web interface.

Available on Free (1 connector), Pro, Max, Team, and Enterprise plans.

Prerequisites

Claude Desktop installed (macOS or Windows)
Active Vinkius subscription with a valid endpoint token

1

Open Claude Desktop Settings

Click the menu icon at the top-left corner, go to Settings → Developer → Edit Config. This opens claude_desktop_config.json in your default text editor.
2

Paste the GitLab MCP configuration

Copy the JSON snippet on the right into the mcpServers object. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Restart Claude Desktop

Close and reopen the application. Claude needs a full restart to load new MCPs — refreshing a conversation is not enough.
4

Verify the connection

Open a new conversation. Click the 🔌 icon at the bottom of the message input. You should see tools listed under gitlab-mcp.

json

{
  "mcpServers": {
    "gitlab-mcp": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by GitLab. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about GitLab MCP in Claude Desktop

Open your claude_desktop_config.json file and add the gitlab-mcp MCP server to your mcpServers list. Provide your personal access token as an environment variable and restart the app.

Yes, you can configure it as a custom connector in your claude.ai account settings. Paste your remote MCP server URL, authenticate, and your web agent can start querying your repositories instantly.

The server runs `get_my_gitlab_profile` and `verify_api_connection` using the personal access token you provide. It only sees the projects and groups your user account has explicit access to.

Yes. The agent can trigger `search_gitlab_global` and `list_visible_groups` to find repositories or issues across your entire self-hosted instance, provided your token has global read permissions.

Your repository files and access tokens stay strictly inside the secure Vinkius sandbox. Only the specific code snippets retrieved by `get_repository_file` are sent to the LLM context, and nothing is stored permanently on our servers.

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