AI Plugin Indexqdrant-search-quality vs firebase
qdrant-search-quality and firebase are both databases skills. firebase scores higher (84 vs 65 out of 100). firebase has more GitHub stars (33k), and firebase was updated more recently (3 days ago). The table compares them side by side.
| qdrant-search-quality | firebase | |
|---|---|---|
| Score | 65 / 100 | 84 / 100 |
| What it does | Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or asks 'how to improve search quality?', 'which embedding model?', 'should I use hybrid search?', 'should I use reranking?', 'how to measure retrieval quality?', 'build a golden set', 'ground truth dataset', or 'how to score recall@k?'. Also use when search quality degrades after quantization, model change, or data growth. | Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they're often wrong. Firestore queries are limited, and you learn this after you've designed your data model. This skill covers Firebase Authentication, Firestore, Realtime Database, Cloud Functions, Cloud Storage, and Firebase Hosting. Key insight: Firebase is optimized for read-heavy, denormalized data. I |
| Publisher | Community: NVlabs | Community: davila7 |
| Grades | Maintenance A, Licence A, Quality B | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | Not on npm |
| Runs | Skill | Skill |
| Works with | Claude Code, Claude apps | Claude Code, Claude apps |
| GitHub stars | 188 | 32,777 |
| Last commit | 1 Oct 2026 | 20 Oct 2026 |
| Licence | Apache-2.0 | MIT |
| Listed since | 20 Oct 2026 | 20 Oct 2026 |
| Install qdrant-search-quality | Install firebase |
Questions
Is qdrant-search-quality or firebase more popular?
firebase has more GitHub stars: 32,777.
Can I use qdrant-search-quality and firebase together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.