What is Qdrant Vector Database?
Qdrant Vector Database is a AI tool that Provides a vector database for storing and retrieving code snippets through semantic search using Docker containers and sentence-transformers embeddings. It has a Nerq Trust Score of 40/100 (E). 1 GitHub stars. Published by https://github.com/changjunpark/mcp-qdrant-server-with-qdrant-db. Last analyzed September 2026.
Why This Score
- ⚠️ Security: 0/100 — Some security concerns
- ⚠️ Maintenance: 0/100 — Maintenance activity is low
- ⚠️ Community: 1 stars, 0 downloads — Growing community
- ⚠️ Transparency: License: Not specified — No license specified
Trust & Safety Overview
What Qdrant Vector Database Does
Qdrant Vector Database is a mcp_server in the AI tool category. Provides a vector database for storing and retrieving code snippets through semantic search using Docker containers and sentence-transformers embeddings. It is published by https://github.com/changjunpark/mcp-qdrant-server-with-qdrant-db and has no specified license. With 1 GitHub stars and 0 downloads, it has a small community of users and contributors.
Who Should Use Qdrant Vector Database
Qdrant Vector Database is recommended only for experimental use. Consider alternatives with higher trust scores for production systems.
Details
| Author | https://github.com/changjunpark/mcp-qdrant-server-with-qdrant-db |
|---|---|
| Category | AI tool |
| License | Not specified |
| Type | mcp_server |
| Source | View on GitHub |
| Security Score | 0/100 |
| Activity Score | 0/100 |
How to Get Started
Check the trust score before installing:
curl nerq.ai/v1/preflight?target=qdrant-vector-database
Setup guide · Full safety report · Production review · Is it safe?
Safer Alternatives
| Tool | Trust | Stars |
|---|---|---|
| MarkItDown | 42 | 92.8K |
| Filesystem | 50 | 89.4K |
| Time | 50 | 89.4K |
| Sequential Thinking | 50 | 89.4K |
| Fetch | 50 | 89.4K |
Frequently Asked Questions
Last updated September 2026. Trust scores based on automated analysis of public data.