GitLab MCP Server with progressive disclosure - 2 meta-tools, 90% token reduction
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npx -y efficient-gitlab-mcp-server{
"GITLAB_PERSONAL_ACCESS_TOKEN": "YOUR_SECRET_VALUE",
"GITLAB_API_URL": "YOUR_VALUE_HERE"
}Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.
{
"mcpServers": {
"io-github-detailobsessed-efficient-gitlab": {
"command": "npx",
"args": [
"-y",
"efficient-gitlab-mcp-server"
],
"env": {
"GITLAB_PERSONAL_ACCESS_TOKEN": "YOUR_SECRET_VALUE",
"GITLAB_API_URL": "YOUR_VALUE_HERE"
}
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonNo remote HTTP endpoint is advertised. Use the package or stdio setup shown in Install.
efficient-gitlab is an MCP server for GitLab MCP Server with progressive disclosure - 2 meta-tools, 90% token reduction. It supports STDIO transport.
Use the generated config in Install. This server runs with npx -y efficient-gitlab-mcp-server; add any required environment variables before starting your client.
Choose the Claude Desktop tab in Install and copy the config for npx -y efficient-gitlab-mcp-server. Add required environment variables before starting Claude Desktop.
Choose the Claude Code tab in Install and copy the config for npx -y efficient-gitlab-mcp-server. Add required environment variables before starting Claude Code.
Choose the Codex tab in Install and copy the config for npx -y efficient-gitlab-mcp-server. Add required environment variables before starting Codex.
Choose the Cursor or VS Code tab in Install and copy the config for npx -y efficient-gitlab-mcp-server. Add required environment variables before starting Cursor or VS Code.
efficient-gitlab uses STDIO transport. Use the package or command config in Install.
efficient-gitlab inventory is listed when the MCP endpoint exposes tools, resources, or prompts. Some servers require auth first.
efficient-gitlab is marked with Auth required by registry metadata auth. You may need provider login, an API key, a bearer token, or a session header.
| Package | Registry | Version | Inputs |
|---|---|---|---|
efficient-gitlab-mcp-serverstdio | npm | 2.9.0 | Env: GITLAB_PERSONAL_ACCESS_TOKEN required secret Env: GITLAB_API_URL |