How to Use the GitLab MCP in Cursor

Q: How do I configure the GitLab MCP server in Cursor?

Add the server configuration to your /.cursor/mcp.json file for global access, or create a project-specific config. Once configured, enable Agent mode in the chat panel to start using the tools.

Q: Can Cursor automatically close a GitLab issue when I finish coding?

The agent can use createprojectissue to open tickets, but to close them or merge code, it will read your current listmergerequests to help you draft the final pull request details using this MCP connection.

Feed real GitLab repository data and pipeline states directly into Cursor's Composer while you write code.

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Connect GitLab MCP to Cursor

Create your Vinkius account to connect GitLab to Cursor 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 Cursor

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Write code using real GitLab pipeline contexts in Cursor

The `list_project_pipelines` tool lets Cursor query your active CI/CD builds to see exactly why a run failed. This MCP Server lets the editor query real-time run logs directly while you work. The agent reads the real failure logs and proposes a direct code fix in your editor. You can apply the change instantly, bypassing the usual manual cycle of push, fail, and debug.

In-context issue resolution and file updates

Your agent runs `list_project_issues` to pull down the exact ticket description and user comments for the file you are editing. Resolve bugs without leaving your active file buffer. Once it understands the problem, it uses `get_repository_file` to pull the target file, edits the code, and prepares the fix. You get a complete, context-aware coding loop right inside your editor.

Explore complex project structures instantly

Mapping out complex workspaces becomes instant when your agent runs `list_visible_projects` and `get_project_details` to scan your accessible repositories. Navigating a massive codebase is easier when your editor can query the hosting platform directly. If the code lives in a different repository, the agent uses `search_gitlab_global` to track down the correct file path. You spend less time hunting for files and more time writing clean code using this MCP toolset.

Setup guide

Set up GitLab MCP in Cursor

Prerequisites

Cursor installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP Settings

Go to Cursor Settings → MCP or open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and search for "MCP: Add Server".
2

Add the GitLab MCP

Cursor will create or open .cursor/mcp.json in your project root. Paste the JSON snippet on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Enable Agent mode

Open Composer (Cmd+I / Ctrl+I) and switch to Agent mode using the dropdown at the top. MCP tools are only available in Agent mode.
4

Verify the connection

Ask Cursor something like "List my recent GitLab transactions." If the MCP tools are loaded correctly, Cursor will call the GitLab tools automatically. You can also check Settings → MCP for a green status indicator.

.cursor/mcp.json

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

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Common questions about GitLab MCP in Cursor

Add the server configuration to your ~/.cursor/mcp.json file for global access, or create a project-specific config. Once configured, enable Agent mode in the chat panel to start using the tools.

The agent can use `create_project_issue` to open tickets, but to close them or merge code, it will read your current `list_merge_requests` to help you draft the final pull request details using this MCP connection.

Yes, you must supply a personal access token with api scope. The server uses `verify_api_connection` to confirm your credentials before executing any repository actions.

Yes, the agent can see any private repository your token has access to. It uses `list_visible_projects` to query your accessible workspace and fetch the files you need.

Your personal access token is encrypted and stored securely in your local configuration or the Vinkius vault. The server only uses it to authenticate direct API calls like `get_my_gitlab_profile`, and it is never exposed to external LLMs.

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