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Qdrant (uvx) MCP Server

Community

Contributed by Qdrant

Store and retrieve information from Qdrant vector database using semantic search. Supports local and cloud Qdrant instances.

About the Qdrant (uvx) MCP Server

The Qdrant (uvx) MCP server is a local (stdio) Model Context Protocol server available in the McpMux registry. Store and retrieve information from Qdrant vector database using semantic search. Supports local and cloud Qdrant instances. This is a community-contributed MCP server by Qdrant.

Install the Qdrant (uvx) MCP server with one click using McpMux. It works with Cursor, Claude Desktop, Claude Code, VS Code, ChatGPT, Windsurf, JetBrains, and any MCP-compatible AI client. This server requires authentication — McpMux securely stores your credentials with AES-256-GCM encryption.

Transport Configuration

Transport Configuration
{
  "type": "stdio",
  "command": "uvx",
  "args": [
    "mcp-server-qdrant"
  ],
  "env": {
    "QDRANT_URL": "${input:QDRANT_URL}",
    "COLLECTION_NAME": "${input:COLLECTION_NAME}",
    "QDRANT_API_KEY": "${input:QDRANT_API_KEY}"
  },
  "metadata": {
    "inputs": [
      {
        "id": "QDRANT_URL",
        "label": "Qdrant URL",
        "description": "URL of your Qdrant instance. Use http://localhost:6333 for local or your Qdrant Cloud URL.",
        "type": "url",
        "required": true,
        "secret": false,
        "placeholder": "http://localhost:6333"
      },
      {
        "id": "COLLECTION_NAME",
        "label": "Collection Name",
        "description": "Name of the Qdrant collection to use for storing and retrieving data.",
        "type": "text",
        "required": true,
        "secret": false,
        "placeholder": "my-collection"
      },
      {
        "id": "QDRANT_API_KEY",
        "label": "Qdrant API Key",
        "description": "API key for Qdrant Cloud. Not required for local instances.",
        "type": "text",
        "required": false,
        "secret": true,
        "placeholder": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
        "obtain": {
          "url": "https://cloud.qdrant.io/",
          "instructions": "1. Go to cloud.qdrant.io and create an account\n2. Create or select a cluster\n3. Navigate to API Keys section\n4. Click 'Create' and copy the key",
          "button_label": "Get API Key"
        }
      }
    ]
  }
}
Details
TransportLocal (stdio)
Hostinglocal
Authoptional_api_key
Capabilities
Tools

Categories

Tags

qdrantvector-databasesemantic-searchembeddingsrag

Supported AI Clients

The Qdrant (uvx) MCP server works with all MCP-compatible AI clients through McpMux:

CursorClaude DesktopClaude CodeVS CodeChatGPTWindsurfJetBrainsZedClineGemini CLIAmazon Q

Related MCP Servers

Install Qdrant (uvx) with McpMux

One-click install from the McpMux desktop app. Auto-configures for Cursor, Claude, VS Code, ChatGPT, Windsurf, JetBrains, and any MCP-compatible client.