AI Plugin IndexGitlab MCP vs Repowise
Gitlab MCP and Repowise are both developer tools MCP servers. Repowise scores higher (98 vs 43 out of 100). Repowise has more GitHub stars (7.9k), and Repowise was updated more recently (yesterday). The table compares them side by side.
| Gitlab MCP | Repowise | |
|---|---|---|
| Score | 43 / 100 | 98 / 100 |
| What it does | Model Context Protocol server for GitLab API integration | Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health. |
| Publisher | Verified: npm:@mmtr-tech | Verified: repowise.dev |
| Grades | Licence A, Quality D | Maintenance A, Licence C, Quality A |
| npm downloads a week | 9 | Not on npm |
| Runs | Local | Local |
| Works with | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf |
| GitHub stars | 0 | 7,859 |
| Last commit | 19 Oct 2026 | |
| Licence | MIT | AGPL-3.0 |
| Listed since | 20 Oct 2026 | 19 Oct 2026 |
| Install Gitlab MCP | Install Repowise |
Questions
Is Gitlab MCP or Repowise more popular?
Repowise has more GitHub stars: 7,859.
Can I use Gitlab MCP and Repowise together?
Yes. AI assistants can load several MCP servers at once. Install both and the assistant picks the right one for each task.