AI Plugin IndexMCP Mongo Server vs Ruvector
MCP Mongo Server and Ruvector are both databases MCP servers. Ruvector scores higher (94 vs 74 out of 100). Ruvector has more GitHub stars (4.6k), and Ruvector was updated more recently (today). The table compares them side by side.
| MCP Mongo Server | Ruvector | |
|---|---|---|
| Score | 74 / 100 | 94 / 100 |
| What it does | A Model Context Protocol server for MongoDB connections | Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms |
| Publisher | Verified: npm:@iflow-mcp | Verified: npm:ruvector |
| Grades | Maintenance B, Licence A, Quality C | Maintenance A, Licence A, Quality A |
| npm downloads a week | 3 | 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 | 282 | 4,600 |
| Last commit | 29 Jul 2026 | 20 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 20 Oct 2026 |
| Install MCP Mongo Server | Install Ruvector |
Questions
Is MCP Mongo Server or Ruvector more popular?
Ruvector has more GitHub stars: 4,600.
Can I use MCP Mongo Server 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.