AI Plugin Indexmongodb-mcp-server vs Ruvector
mongodb-mcp-server and Ruvector are both databases MCP servers. Ruvector scores higher (94 vs 85 out of 100). Ruvector has more GitHub stars (4.6k), and Ruvector was updated more recently (today). The table compares them side by side.
| mongodb-mcp-server | Ruvector | |
|---|---|---|
| Score | 85 / 100 | 94 / 100 |
| What it does | MongoDB Model Context Protocol Server | Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms |
| Publisher | Community: mongodb-js | Verified: npm:ruvector |
| Grades | Maintenance A, Licence A, Quality B | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | 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 | 1,146 | 4,600 |
| Last commit | 19 Oct 2026 | 20 Oct 2026 |
| Licence | Apache-2.0 | MIT |
| Listed since | 19 Oct 2026 | 20 Oct 2026 |
| Install mongodb-mcp-server | Install Ruvector |
Questions
Is mongodb-mcp-server or Ruvector more popular?
Ruvector has more GitHub stars: 4,600.
Can I use mongodb-mcp-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.