MG
MCP Gitlab
io.github.vish288/mcp-gitlab
GitLab MCP server (MCP 2026-07-28): projects, MRs, pipelines, CI/CD, issues; writes or read-only
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": "uvx",
"args": [
"mcp-gitlab"
],
"env": {
"GITLAB_TOKEN": "<value>",
"GITLAB_URL": "<value>",
"GITLAB_OAUTH_CLIENT_SECRET": "<value>",
"GITLAB_OAUTH_JWT_KEY": "<value>",
"GITLAB_HTTP_BEARER_TOKEN": "<value>"
}
}
}
}claude mcp add mcp-gitlab -- uvx mcp-gitlabAlternatives in Developer Tools
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