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mcp/harbor
Cursor

Advanced GitLab MCP server for Cursor

io.github.structured-world/gitlab-mcp

58 CQRS tools exposing 230 GitLab operations across 26 entity types

client:Cursor transport:stdio runtime:npm

Install Advanced GitLab MCP server in Cursor

~/.cursor/mcp.json · windows: %USERPROFILE%\.cursor\mcp.json

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

{
  "mcpServers": {
    "gitlab-mcp": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@structured-world/gitlab-mcp"
      ],
      "env": {
        "GITLAB_TOKEN": "<GITLAB_TOKEN>",
        "GITLAB_API_URL": "<GITLAB_API_URL>",
        "GITLAB_READ_ONLY_MODE": "<GITLAB_READ_ONLY_MODE>"
      }
    }
  }
}

Use .cursor/mcp.json in a project root instead to scope it to that project. Cursor merges both. Cursor docs

Advanced GitLab MCP server in other clients

Advanced GitLab MCP server MCP server