GitHub MCP is best for teams already invested in the GitHub ecosystem who want simple cloud deployments.
GitLab MCP offers more comprehensive DevOps features out of the box, especially for Kubernetes workflows.
Both solutions reduce infrastructure management overhead but cater to different workflow preferences.