AI Plugin IndexTest Lab AI MCP vs Repowise
Test Lab AI MCP and Repowise are both developer tools MCP servers. Repowise scores higher (98 vs 73 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.
| Test Lab AI MCP | Repowise | |
|---|---|---|
| Score | 73 / 100 | 98 / 100 |
| What it does | Model Context Protocol (MCP) server for test-lab.ai: the same operations as the testlab CLI (plans, projects, credentials, labels, data fixtures, scripts, import, and test runs) as MCP tools, with the same auth. | Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health. |
| Publisher | Verified: npm:@test-lab-ai | Verified: repowise.dev |
| Grades | Licence A, Quality C | Maintenance A, Licence C, Quality A |
| npm downloads a week | 220 | 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 Test Lab AI MCP | Install Repowise |
Questions
Is Test Lab AI MCP or Repowise more popular?
Repowise has more GitHub stars: 7,859.
Can I use Test Lab AI 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.