Qdrant MCP Server Configuration & Usage Guide

Supported Clients

• Claude Desktop
• Cursor
• VS Code / Cline

Installation Command

uvx mcp-server-qdrant

Configuration Example

{
  "mcpServers": {
    "qdrant": {
      "command": "uvx",
      "args": [
        "mcp-server-qdrant"
      ],
      "env": {
        "QDRANT_URL": "http://localhost:6333",
        "COLLECTION_NAME": "my-collection"
      }
    }
  }
}

Environment variable required：QDRANT_URL, COLLECTION_NAME。Do not commit these values to public repositories.

Permission Scope & Security Notes

可读写 Qdrant 向量数据库，建议连接本地开发实例

• database-read
• database-write
• network-access

Risk Score：4/10

Common Errors

连接被拒绝

确认 Qdrant 服务运行中，默认端口 6333

Collection not found

先创建 Collection 或检查名称拼写

Sources

• Official Documentation / Repository

Recently Verified：2026-05-18。Client versions and configuration formats may change. Please refer to official documentation before use.

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