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, 2026Fresh
Reviewed Version
1.0.0
Latest Version
Unknown
Freshness
Reviewed 87 days ago.
Scores reflect the version reviewed and may change with updates.
Security Audit - No Flags Reported
Audited Mar 25, 2026Live verification
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Overview
When to Use
When NOT to Use
Configuration
Add to your Claude Desktop config:
uvx mcp-server-qdrantTroubleshooting
Scenes
Tags
Used in Recipes
- RAG Pipeline Builder(Vector database for storing and querying document embeddings)