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MCP Server
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io.github.detailobsessed/efficient-gitlab MCP Server

io.github.detailobsessed/efficient-gitlab

What is the io.github.detailobsessed/efficient-gitlab MCP server?

Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination

How to install io.github.detailobsessed/efficient-gitlab

Copy-paste configuration for popular MCP clients.

transport: stdio
Config generated by PluginBench — verify against the source before use.
Environment / auth
  • GITLAB_PERSONAL_ACCESS_TOKEN
    required
    secret

    GitLab personal access token with API scope

  • GITLAB_API_URL

    GitLab API base URL (default: https://gitlab.com)

Claude Desktop
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "efficient-gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "efficient-gitlab-mcp-server"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<YOUR_GITLAB_PERSONAL_ACCESS_TOKEN>",
        "GITLAB_API_URL": "<YOUR_GITLAB_API_URL>"
      }
    }
  }
}
Cursor
~/.cursor/mcp.json
{
  "mcpServers": {
    "efficient-gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "efficient-gitlab-mcp-server"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<YOUR_GITLAB_PERSONAL_ACCESS_TOKEN>",
        "GITLAB_API_URL": "<YOUR_GITLAB_API_URL>"
      }
    }
  }
}
Windsurf
~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "efficient-gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "efficient-gitlab-mcp-server"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<YOUR_GITLAB_PERSONAL_ACCESS_TOKEN>",
        "GITLAB_API_URL": "<YOUR_GITLAB_API_URL>"
      }
    }
  }
}
VS Code
.vscode/mcp.json
{
  "servers": {
    "efficient-gitlab": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "efficient-gitlab-mcp-server"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "<YOUR_GITLAB_PERSONAL_ACCESS_TOKEN>",
        "GITLAB_API_URL": "<YOUR_GITLAB_API_URL>"
      }
    }
  }
}
Claude Code
claude mcp add efficient-gitlab --env GITLAB_PERSONAL_ACCESS_TOKEN=<YOUR_GITLAB_PERSONAL_ACCESS_TOKEN> --env GITLAB_API_URL=<YOUR_GITLAB_API_URL> -- npx -y efficient-gitlab-mcp-server

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io.github.detailobsessed/efficient-gitlab MCP Server | PluginBench