ComfyUI Builder vs Codebase Memory
ComfyUI Builder and Codebase Memory are both knowledge and memory MCP servers. Codebase Memory scores higher (94 vs 51 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.
| ComfyUI Builder | Codebase Memory | |
|---|---|---|
| Score | 51 / 100 | 94 / 100 |
| What it does | ComfyUI MCP server: knowledge base, workflow builder, real-time execution, models, plugins. | Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. |
| Publisher | Community: MIt9 | Community: DeusData |
| Grades | Maintenance A, Licence A, Quality C | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | 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 | 4 | 46,937 |
| Last commit | 23 Sept 2026 | 19 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 19 Oct 2026 | 19 Oct 2026 |
| Install ComfyUI Builder | Install Codebase Memory |
Questions
Is ComfyUI Builder or Codebase Memory more popular?
Codebase Memory has more GitHub stars: 46,937.
Can I use ComfyUI Builder 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.