AI Plugin IndexShadcn UI MCP Server vs Codebase Memory
Shadcn UI MCP Server and Codebase Memory are both knowledge and memory MCP servers. Codebase Memory scores higher (94 vs 92 out of 100). Codebase Memory has more GitHub stars (47k), and Codebase Memory was updated more recently (5 days ago). The table compares them side by side.
| Shadcn UI MCP Server | Codebase Memory | |
|---|---|---|
| Score | 92 / 100 | 94 / 100 |
| What it does | A Model Context Protocol (MCP) server for shadcn/ui components, providing AI assistants with access to component source code, demos, blocks, and metadata. | Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. |
| Publisher | Verified: npm:@jpisnice | Community: DeusData |
| Grades | Maintenance A, Licence A, Quality A | Maintenance A, Licence A, Quality A |
| npm downloads a week | 1,893 | 6,511 |
| 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 | 3,064 | 46,937 |
| Last commit | 3 Oct 2026 | 19 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 19 Oct 2026 |
| Install Shadcn UI MCP Server | Install Codebase Memory |
Questions
Is Shadcn UI MCP Server or Codebase Memory more popular?
Codebase Memory has more GitHub stars: 46,937.
Can I use Shadcn UI MCP Server 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.