AI Plugin IndexMongodb MCP vs Ruvector
Mongodb MCP and Ruvector are both databases MCP servers. Ruvector scores higher (94 vs 43 out of 100). Ruvector has more GitHub stars (4.6k), and Ruvector was updated more recently (2 days ago). The table compares them side by side.
| Mongodb MCP | Ruvector | |
|---|---|---|
| Score | 43 / 100 | 94 / 100 |
| What it does | A read-only Model Context Protocol (MCP) server for querying MongoDB databases | Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms |
| Publisher | Verified: npm:mongodb-mcp | Verified: npm:ruvector |
| Grades | Licence A, Quality C | Maintenance A, Licence A, Quality A |
| npm downloads a week | 19 | 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 | 20 Oct 2026 | |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 20 Oct 2026 |
| Install Mongodb MCP | Install Ruvector |
Questions
Is Mongodb MCP or Ruvector more popular?
Ruvector has more GitHub stars: 4,600.
Can I use Mongodb MCP 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.