GM
GitLab MCP Server
io.github.sumirati/mcp-gitlab
Developer-ready GitLab MCP server for CE and EE instances.
Yes, if you run it on your computer.This is a local server: your AI app launches it on your machine (Claude Desktop, Cursor, VS Code, Claude Code). Browser-only apps like ChatGPT on the web can't run it.
Connect it
{
"mcpServers": {
"mcp-gitlab": {
"command": "npx",
"args": [
"-y",
"@sumirati/mcp-gitlab@3.2.0"
],
"env": {
"GITLAB_PERSONAL_ACCESS_TOKEN": "<value>"
}
}
}
}claude mcp add mcp-gitlab -- npx -y @sumirati/mcp-gitlab@3.2.0Change history
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