How to Use the GitLab MCP in VS Code Copilot

Q: How do I share the GitLab MCP configuration with my team in VS Code Copilot?

Commit a .vscode/mcp.json file containing the gitlab-mcp MCP server details to your root directory. Any team member with VS Code 1.96+ and Copilot will automatically inherit the tools.

Q: Can VS Code Copilot write code using my GitLab repository files?

Yes, the agent can run getrepositoryfile to pull the contents of any file in your repository. This lets Copilot analyze your actual codebase to write highly accurate, context-specific code.

Q: Can the agent manage forks and groups?

Yes, the agent can run listprojectforks and listvisiblegroups to map out your organization's structure and manage codebase distribution.

Q: How does the VS Code integration protect my GitLab issue data?

All issue data retrieved via listprojectissues is processed in an ephemeral, zero-trust sandbox. The text is passed directly to your Copilot session for context and is never cached or stored on Vinkius servers.

Equip your VS Code Copilot agents with live GitLab issue tracking and pipeline monitoring for the whole team.

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Connect GitLab MCP to VS Code Copilot

Create your Vinkius account to connect GitLab to VS Code Copilot 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 VS Code Copilot

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Team-wide GitLab tool integration in VS Code

The `list_visible_projects` tool lets your VS Code Copilot agent scan your entire organization to verify repository access for the whole team. Standardize your team's development environment by committing an MCP configuration file to your repository. Your agents can instantly run `list_project_forks` to verify workspace access across the team. It ensures everyone is working with the same live repository context, reducing onboarding friction.

Track merge requests and pipelines directly in Copilot Chat

Your agent runs `list_merge_requests` to fetch pending reviews directly inside your VS Code Copilot panel. Keep your team aligned by monitoring code reviews inside your editor. You can also run `list_project_pipelines` to check the status of your team's continuous integration runs. It gives you a clear picture of deployment health without leaving your active workspace using this MCP connection.

Search and triage issues across your organization

Triage your backlog without leaving your editor by using `list_project_issues` to fetch and prioritize bugs. The agent can execute the query to fetch the active backlog, allowing you to prioritize work without opening a browser. If you need to find code or discussions in other repositories, the agent triggers `search_gitlab_global` to scan your entire self-hosted instance. It brings global organization context straight to your chat window.

Setup guide

Set up GitLab MCP in VS Code Copilot

Prerequisites

VS Code 1.99 or later with GitHub Copilot extension
Active Vinkius subscription with a valid endpoint token

1

Open MCP configuration

Open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and run "MCP: Add Server". Select HTTP (Streamable) as the server type. VS Code will create .vscode/mcp.json in your workspace.
2

Add the GitLab MCP

Paste the JSON snippet shown on the right into your .vscode/mcp.json. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Switch to Agent mode

Open Copilot Chat (Cmd+Shift+I / Ctrl+Shift+I) and switch to Agent mode using the dropdown. MCP tools are only available in Agent mode — they do not appear in Edit or Ask modes.
4

Verify the connection

In the Copilot Chat input, type # to list available tools. You should see the GitLab tools listed. Try asking: "List my recent GitLab transactions" and Copilot will invoke them automatically.

.vscode/mcp.json

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

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Common questions about GitLab MCP in VS Code Copilot

Commit a `.vscode/mcp.json` file containing the gitlab-mcp MCP server details to your root directory. Any team member with VS Code 1.96+ and Copilot will automatically inherit the tools.

Yes, the agent can run `get_repository_file` to pull the contents of any file in your repository. This lets Copilot analyze your actual codebase to write highly accurate, context-specific code.

The server uses the personal access token defined in your environment variables. It executes `verify_api_connection` and `get_my_gitlab_profile` to establish a secure, authenticated session.

Yes, the agent can run `list_project_forks` and `list_visible_groups` to map out your organization's structure and manage codebase distribution.

All issue data retrieved via `list_project_issues` is processed in an ephemeral, zero-trust sandbox. The text is passed directly to your Copilot session for context and is never cached or stored on Vinkius servers.

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