Qdrant MCP
84/100
@qdrantOfficial Qdrant MCP server for vector database operations, enabling AI agents to manage collections, upsert points, and perform semantic similarity searches.
Review Scores
Security29/35
Maintain.28/35
Usability27/30
Evidence:
high
Reviewed Mar 25, 2026Source changed since review
Reviewed Version
1.0.0
Source changed since review
The source changed after this listing was reviewed. Check the current changes before installing.
Scores reflect the version reviewed and may change with updates.
Security Audit - No Flags Reported
Audited Mar 25, 2026Overview
When to Use
When NOT to Use
Configuration
Add to your Claude Desktop config:
uvx mcp-server-qdrantTroubleshooting
Used in Recipes
- RAG Pipeline Builder(Vector database for storing and querying document embeddings)