Model Context Protocol vs Codebase Memory
Model Context Protocol and Codebase Memory are both knowledge and memory MCP servers. Model Context Protocol scores higher (94 vs 94 out of 100). Codebase Memory has more GitHub stars (47k), and Model Context Protocol was updated more recently (yesterday). The table compares them side by side.
| Model Context Protocol | Codebase Memory | |
|---|---|---|
| Score | 94 / 100 | 94 / 100 |
| What it does | Model Context Protocol (MCP) server for pollinations.ai - image, text, audio & video generation | Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. |
| Publisher | Verified: npm:@lotwhite | Community: DeusData |
| Grades | Maintenance A, Licence A, Quality A | Maintenance A, Licence A, Quality A |
| npm downloads a week | 2 | 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 | 5,225 | 46,937 |
| Last commit | 20 Oct 2026 | 19 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 19 Oct 2026 |
| Install Model Context Protocol | Install Codebase Memory |
Questions
Is Model Context Protocol or Codebase Memory more popular?
Codebase Memory has more GitHub stars: 46,937.
Can I use Model Context Protocol 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.