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efficient-gitlab
CommunityMCP server by detailobsessed · updated · ★ 3
Token-efficient GitLab MCP: 167 tools via 3 meta-tools, field projection, keyset pagination efficient-gitlab is a community project by detailobsessed, not verified by a company domain.
Last commit 151 days ago
MIT: permissive, fine for commercial use
Clear description, published package or server URL
Not checked yet. What we check
Install efficient-gitlab
Built from the published package, never by AIclaude mcp add efficient-gitlab -- npx -y efficient-gitlab-mcp-serverRun in your terminal. Add --scope user to use it in every project.
{
"mcpServers": {
"efficient-gitlab": {
"command": "npx",
"args": [
"-y",
"efficient-gitlab-mcp-server"
]
}
}
}Settings, Developer, Edit config. Paste into claude_desktop_config.json and restart.
{
"mcpServers": {
"efficient-gitlab": {
"command": "npx",
"args": [
"-y",
"efficient-gitlab-mcp-server"
]
}
}
}Add to ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (this project).
{
"servers": {
"efficient-gitlab": {
"command": "npx",
"args": [
"-y",
"efficient-gitlab-mcp-server"
]
}
}
}Add to .vscode/mcp.json. VS Code uses "servers", not "mcpServers".
codex mcp add efficient-gitlab -- npx -y efficient-gitlab-mcp-server{
"mcpServers": {
"efficient-gitlab": {
"command": "npx",
"args": [
"-y",
"efficient-gitlab-mcp-server"
]
}
}
}Add to ~/.gemini/config/mcp_config.json (all projects) or .agents/mcp_config.json (this project).
gemini mcp add efficient-gitlab npx -y efficient-gitlab-mcp-serverGemini CLI was replaced by Antigravity CLI in June 2026 and remains only for enterprise licences and paid API keys.
MCP servers run with your permissions and can read what you give them access to. Some need an API key: check the README and add it under env in the efficient-gitlab block.
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efficient-gitlab: common questions
How do I install efficient-gitlab?
In Claude Code run claude mcp add efficient-gitlab -- npx -y efficient-gitlab-mcp-server. For Claude Desktop, Cursor and VS Code, paste the config shown above and restart. See the install guides.
Is efficient-gitlab the official server?
efficient-gitlab is a community project by detailobsessed, not verified by a company domain.
Is efficient-gitlab free?
The code is published under the MIT licence. The service it connects to may have its own pricing.
Is efficient-gitlab safe to use?
It scores 35 of 100. Grades: maintenance C, licence A, quality D. The security check has not run for it yet. Review the code before you install. How grades work.
What are alternatives to efficient-gitlab?
Similar MCP servers: mockserver, XcodeBuildMCP, Repowise, SmartBear MCP.
Does efficient-gitlab work with ChatGPT?
Not directly. It runs locally, and ChatGPT only connects to remote servers with a URL. Use it in Claude Code, Claude Desktop, Cursor, VS Code or Codex.