AI Plugin IndexUI MCP vs Codebase Memory
UI MCP and Codebase Memory are both knowledge and memory MCP servers. Codebase Memory scores higher (94 vs 84 out of 100). Codebase Memory has more GitHub stars (47k), and Codebase Memory was updated more recently (2 days ago). The table compares them side by side.
| UI MCP | Codebase Memory | |
|---|---|---|
| Score | 84 / 100 | 94 / 100 |
| What it does | Model Context Protocol server for @godxjp/ui — gives Claude Code / Codex CLI / Cursor / any MCP-aware agent live access to the component catalog, prop vocabulary, design tokens, 45 cardinal rules, copy-paste-ready patterns, 12 design / taste skills synthe | Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. |
| Publisher | Verified: npm:@godxjp | Community: DeusData |
| Grades | Maintenance A, Licence A, Quality C | Maintenance A, Licence A, Quality A |
| npm downloads a week | 1,992 | 5,385 |
| 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 | 46,937 |
| Last commit | 17 Oct 2026 | 19 Oct 2026 |
| Licence | Apache-2.0 | MIT |
| Listed since | 20 Oct 2026 | 19 Oct 2026 |
| Install UI MCP | Install Codebase Memory |
Questions
Is UI MCP or Codebase Memory more popular?
Codebase Memory has more GitHub stars: 46,937.
Can I use UI MCP and Codebase Memory together?
Yes. AI assistants can load several MCP servers at once. Install both and the assistant picks the right one for each task.