AI Plugin IndexJust Runner MCP vs Repowise
Just Runner MCP and Repowise are both developer tools MCP servers. Repowise scores higher (98 vs 29 out of 100). Repowise has more GitHub stars (7.9k), and Repowise was updated more recently (3 days ago). The table compares them side by side.
| Just Runner MCP | Repowise | |
|---|---|---|
| Score | 29 / 100 | 98 / 100 |
| What it does | A Model Context Protocol (MCP) server that exposes [Just](https://github.com/casey/just) recipes as MCP tools, allowing AI assistants to discover and execute project commands defined in Justfiles. | Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health. |
| Publisher | Verified: npm:just-runner-mcp | Verified: repowise.dev |
| Grades | Licence F, Quality C | Maintenance A, Licence C, Quality A |
| npm downloads a week | 11 | 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 | None found | AGPL-3.0 |
| Listed since | 20 Oct 2026 | 19 Oct 2026 |
| Install Just Runner MCP | Install Repowise |
Questions
Is Just Runner MCP or Repowise more popular?
Repowise has more GitHub stars: 7,859.
Can I use Just Runner 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.