AI Plugin IndexGitLab MCP Server vs Repowise
GitLab MCP Server and Repowise are both developer tools MCP servers. Repowise scores higher (98 vs 37 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 Server | Repowise | |
|---|---|---|
| Score | 37 / 100 | 98 / 100 |
| What it does | Developer-ready GitLab MCP server for CE and EE instances. | Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health. |
| Publisher | Community: sumirati | Verified: repowise.dev |
| Grades | Maintenance A, Licence A, Quality D | Maintenance A, Licence C, Quality A |
| npm downloads a week | Not on npm | 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 | 1 | 7,859 |
| Last commit | 16 Oct 2026 | 19 Oct 2026 |
| Licence | MIT | AGPL-3.0 |
| Listed since | 19 Oct 2026 | 19 Oct 2026 |
| Install GitLab MCP Server | Install Repowise |
Questions
Is GitLab MCP Server or Repowise more popular?
Repowise has more GitHub stars: 7,859.
Can I use GitLab MCP Server 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.