GitLab vs GitLab: MCP server comparison
GitLab MCP Server and GitLab side by side: tools, transport, auth, license and activity, measured from GitHub, npm and PyPI.
Which one to pick
- Pick GitLab MCP Server if you want a remote endpoint and nothing to install.
- GitLab MCP Server has at least twice the GitHub stars.
Built only from the numbers below. It changes when they do.
Side by side
| Feature | GitLab MCP Server | GitLab |
|---|---|---|
| Publisher | Community | Community |
| Automated checks | 100/100 · Verified | 100/100 · Verified |
| Transport | stdio, remote | stdio |
| Auth | mixed | mixed |
| Tools | — | 91 |
| Settings (env vars) | 124 | 13 |
| Language | Go | Python |
| License | MIT | MIT |
| GitHub stars | 51 | 7 |
| Downloads, 30 days | 1,227 | 28,820 |
| Latest version | 3.5.0 | 0.24.0 |
| Last commit | Nov 13, 2026 | Nov 10, 2026 |
| Install | https://github.com/jmrplens/gitlab-mcp-server/releases/download/v3.5.0/gitlab-mcp-server-darwin.mcpb | uvx mcp-gitlab |
Tools compared
Read from the README, may include argument namesOnly in GitLab MCP Server 0
—
In both 0
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Only in GitLab 91
gitlab_get_projectgitlab_create_projectgitlab_delete_projectgitlab_update_project_merge_settingsgitlab_get_project_approvalsgitlab_update_project_approvalsgitlab_list_project_approval_rulesgitlab_create_project_approval_rulegitlab_update_project_approval_rulegitlab_delete_project_approval_rulegitlab_list_mr_approval_rulesgitlab_create_mr_approval_rulegitlab_update_mr_approval_rulegitlab_delete_mr_approval_rulegitlab_list_groupsgitlab_get_groupgitlab_share_project_with_groupgitlab_unshare_project_with_groupgitlab_share_group_with_groupgitlab_unshare_group_with_groupgitlab_list_branchesgitlab_create_branchgitlab_delete_branchgitlab_list_commits- +67
GitLab MCP Server vs GitLab questions
Is GitLab MCP Server or GitLab better?
Pick GitLab MCP Server if you want a remote endpoint and nothing to install. GitLab MCP Server has at least twice the GitHub stars. The right pick depends on which of these matters for your setup.
Can I use GitLab MCP Server and GitLab together?
Yes. MCP clients load several servers at once; add both to the same config and give each its own name.