mcp-server-qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
Qdrant MCP Server setup guide →What it does for you
Connects your AI to Qdrant — semantic search and vector collection management, a memory backend for RAG apps.
Capabilities
- Semantic similarity search
- Store / query vectors
Once installed, try asking your AI
Say this directly in Claude / Cursor or any client with this server connected
- ›“Find the passages most relevant to 'refund policy' in the knowledge base”
Before you connect
Install / Connect
# No npm package — install from source.
# See the repo's README for the exact command:
# https://github.com/qdrant/mcp-server-qdrantFollow the official README; env and args vary per server.
🛠️ Maintenance weight 30% · 31 pts
📊 Adoption weight 25% · 57 pts
✅ Usability weight 20% · 20 pts
❤️ Health & community weight 25% · 58 pts
Sources: GitHub API · updated 2026-07-30
90-day trend
⭐ stars +1%
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