Qdrant Vector DB

v1.0.0Databasesstable

A Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.

mcp-server-for-qdrantmcpai-integration
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What is Qdrant Vector DB?

Qdrant Vector DB is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to machine control protocol (mcp) server that enables storing and retrieving information from a qdrant vector database with semantic search capabilities.

A Machine Control Protocol (MCP) server that enables storing and retrieving information from a Qdrant vector database with semantic search capabilities.

This server falls under the Databases category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • A Machine Control Protocol (MCP) server that enables storing

Use Cases

Vector storage and retrieval
Semantic search
Jimmy974

Maintainer

LicenseApache 2.0
Languagetypescript
Versionv1.0.0
UpdatedN/A
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx mcp-server-for-qdrant

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Qdrant Vector DB

What is Qdrant Vector DB?

Qdrant Vector DB is a Model Context Protocol (MCP) server that machine control protocol (mcp) server that enables storing and retrieving information from a qdrant vector database with semantic search capabilities. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Qdrant Vector DB?

Follow the installation instructions on the Qdrant Vector DB GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with Qdrant Vector DB?

Qdrant Vector DB works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Qdrant Vector DB free to use?

Yes, Qdrant Vector DB is open source and available under the Apache 2.0 license. You can use it freely in both personal and commercial projects.

Browse More Databases MCP Servers

Explore all databases servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "mcp-server-for-qdrant": { "command": "npx", "args": ["-y", "mcp-server-for-qdrant"] } } }

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

Read the full setup guide →

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