Qdrant Enhanced MCP Server

v1.0.0Developer Toolsstable

Enhanced Qdrant MCP Server is a production-ready fork of the original that transforms the basic MCP server into an enterprise-grade solution with GPU acceleration, multi-vector support, and automated deployment infrastructure.

cuda-supportdockerfastmcpmcp-servermcp-tools
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About

Enhanced Qdrant MCP Server is a production-ready fork of the original that transforms the basic MCP server into an enterprise-grade solution with GPU acceleration, multi-vector support, and automated deployment infrastructure.

Features

  • Enhanced Qdrant MCP Server is a production-ready fork of the

Use Cases

Enhanced Qdrant MCP Server is a production-ready fork of the original that trans
bryankthompson

Maintainer

LicenseApache-2.0
Languagepython
Versionv1.0.0
UpdatedApr 7, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx qdrant-enhanced

Examples

No examples available for this server.

Configuration

Configuration Details

Config File

claude_desktop_config.json

Web UI

Not available

Security

Authentication

RequiredNo

Features

Data Encryption
Audit Logging
RBAC Support

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

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Quick Config Preview

{ "mcpServers": { "qdrant-enhanced": { "command": "npx", "args": ["-y", "qdrant-enhanced"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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