MCP Server Comparison
GitLab MCP vs Kubernetes MCP
Side-by-side comparison to help you pick the right server for your workflow.
| Feature | GitLab MCP | Kubernetes MCP |
|---|---|---|
| Author | Anthropic | Community |
| Category | devops | devops |
| Official | Yes | No |
| Tools | 18 | 12 |
| Token cost | 9.3K | 6.2K |
| Context usage | 5% | 3% |
| GitHub stars | 83.0k | 1.4k |
| Weekly downloads | 5.7k | 9.6k |
| Transport | stdio | stdio |
| Env vars | GITLAB_PERSONAL_ACCESS_TOKEN, GITLAB_API_URL | None |
| Last updated | 2026-03-29 | 2026-03-27 |
| Tags | gitlabgitrepositoriesmerge-requests | kubernetesk8scontainersorchestration |
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