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mcp-server-qdrant-enhanced
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.
2stars
2forks
Python
cuda-supportdockerfastmcpmcp-servermcp-toolsqdrant-vector-databasestoragevectorization
Quality signals
StaleNo testsNo CIThin docsNo licenseNew
InstallMCPRun via uvx (Python)
Universal installANY TOOL
$ npx skillcity@latest bryankthompson/mcp-server-qdrant-enhancedAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
uvx mcp-server-qdrant-enhanced
MCP Configuration
Add this to your claude_desktop_config.json
{
"mcpServers": {
"mcp-server-qdrant-enhanced": {
"command": "uvx",
"args": [
"mcp-server-qdrant-enhanced"
]
}
}
}Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
mcp-server-qdrant-enhanced — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt