AI Plugin IndexMCP Memory Mongo vs Ruvector
MCP Memory Mongo and Ruvector are both databases MCP servers. Ruvector scores higher (94 vs 25 out of 100). Ruvector has more GitHub stars (4.6k), and Ruvector was updated more recently (yesterday). The table compares them side by side.
| MCP Memory Mongo | Ruvector | |
|---|---|---|
| Score | 25 / 100 | 94 / 100 |
| What it does | MCP server for enabling memory for Claude through a knowledge graph with MongoDB API persistence | Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms |
| Publisher | Verified: npm:@berwickgeek | Verified: npm:ruvector |
| Grades | Maintenance F, Licence A, Quality D | Maintenance A, Licence A, Quality A |
| npm downloads a week | 2 | 71,554 |
| 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 | 4,600 |
| Last commit | 6 Jan 2025 | 20 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 20 Oct 2026 |
| Install MCP Memory Mongo | Install Ruvector |
Questions
Is MCP Memory Mongo or Ruvector more popular?
Ruvector has more GitHub stars: 4,600.
Can I use MCP Memory Mongo and Ruvector together?
Yes. AI assistants can load several MCP servers at once. Install both and the assistant picks the right one for each task.