AG
Advanced GitLab MCP server
io.github.structured-world/gitlab-mcp
64 CQRS tools exposing 230 GitLab operations across 26 entity types
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": {
"gitlab-mcp": {
"command": "npx",
"args": [
"-y",
"@structured-world/gitlab-mcp@11.0.0"
],
"env": {
"GITLAB_TOKEN": "<value>"
}
}
}
}claude mcp add gitlab-mcp -- npx -y @structured-world/gitlab-mcp@11.0.0Change history
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