GitLab MCP (Model Context Protocol) server for AI agents
To add gitlab-mcp-server to Claude, run the install command below or copy the ready-made config for Claude Code, Claude Desktop, Cursor and VS Code further down. Restart your client after adding it and its tools show up in your next conversation. It needs 6 environment variables, listed below.
Install
npx -y @dubuqingfeng/gitlab-mcp-server@2.0.12Environment variables
GITLAB_TOKENSet in your MCP configGITLAB_URLSet in your MCP configLARK_WEBHOOK_URLSet in your MCP configLARK_SECRET_KEYSet in your MCP configLARK_ENABLE_NOTIFICATIONSet in your MCP configGITLAB_NOTE_MODESet in your MCP configInstall with your client
claude mcp add gitlab --env GITLAB_TOKEN=<YOUR_GITLAB_TOKEN> --env GITLAB_URL=<YOUR_GITLAB_URL> --env LARK_WEBHOOK_URL=<YOUR_LARK_WEBHOOK_URL> --env LARK_SECRET_KEY=<YOUR_LARK_SECRET_KEY> --env LARK_ENABLE_NOTIFICATION=<YOUR_LARK_ENABLE_NOTIFICATION> --env GITLAB_NOTE_MODE=<YOUR_GITLAB_NOTE_MODE> -- npx -y @dubuqingfeng/gitlab-mcp-server@2.0.12
Run this in a terminal to add the server to Claude Code.
What this does
gitlab-mcp-server exposes a set of tools to Claude over the Model Context Protocol. After you add it to claude_desktop_config.json (snippet above) and restart Claude Desktop, those tools become callable inside any conversation.
Requirements
This server needs the following environment variables to be set before it can run:
GITLAB_TOKEN GITLAB_URL LARK_WEBHOOK_URL LARK_SECRET_KEY LARK_ENABLE_NOTIFICATION GITLAB_NOTE_MODE
Set these via the env object in your MCP config (see claude_desktop_config.json snippet above).
Frequently asked questions
How do I install gitlab-mcp-server?
Run the Claude Code command in the install section to add gitlab-mcp-server to Claude Code, or copy the ready-made config for your client from the install section on this page. Restart your client afterwards and the tools appear in your next conversation.
Which clients work with gitlab-mcp-server?
This page carries setup and config for Claude Code, Claude Desktop, Cursor and VS Code. Any other MCP client that accepts a standard server config can connect to gitlab-mcp-server as well.
Does gitlab-mcp-server need an API key?
Yes. Before it can run, set these environment variables: GITLAB_TOKEN, GITLAB_URL, LARK_WEBHOOK_URL, LARK_SECRET_KEY, LARK_ENABLE_NOTIFICATION, GITLAB_NOTE_MODE. They go in the env block of your MCP config.
Imported from the Official MCP Registry. The details above come from the registry entry; the maker can claim this listing to correct them, add docs, and see its traffic.
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