AI Plugin Indexgitlab-mcp-server vs Repowise
gitlab-mcp-server and Repowise are both developer tools MCP servers. Repowise scores higher (98 vs 32 out of 100). Repowise has more GitHub stars (7.9k), and Repowise was updated more recently (2 days ago). The table compares them side by side.
| gitlab-mcp-server | Repowise | |
|---|---|---|
| Score | 32 / 100 | 98 / 100 |
| What it does | GitLab MCP (Model Context Protocol) server for AI agents | Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health. |
| Publisher | Community: dubuqingfeng | Verified: repowise.dev |
| Grades | Maintenance F, 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 | 9 | 7,859 |
| Last commit | 10 Sept 2025 | 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.