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Claude Desktopguide →Vscodeguide →Cursorguide →Windsurfguide →

Efficient Gitlab

stdio

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

ai developer-tools

Getting Started

npx @getmcp/cli add io.github.detailobsessed/efficient-gitlab

Requires Node.js 18+. Community-contributed server. Review source before installing.

Required Environment Variables

GITLAB_PERSONAL_ACCESS_TOKEN
GitLab personal access token with API scope

Configuration

Config file: ~/Library/Application Support/Claude/claude_desktop_config.json

JSON

{
  "mcpServers": {
    "io.github.detailobsessed/efficient-gitlab": {
      "command": "npx",
      "args": [
        "-y",
        "efficient-gitlab-mcp-server"
      ],
      "env": {
        "GITLAB_PERSONAL_ACCESS_TOKEN": "",
        "GITLAB_API_URL": ""
      }
    }
  }
}

Claude Desktop MCP documentation

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