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mcp/harbor
Cline

Qdrant MCP for Cline

io.github.avaazquezz/mcp-qdrant

MCP server that wraps the Qdrant vector database API as tools.

client:Cline transport:stdio runtime:pypi

Install Qdrant MCP in Cline

~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json · windows: %APPDATA%\Code\User\globalStorage\saoudrizwan.claude-dev\settings\cline_mcp_settings.json

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

{
  "mcpServers": {
    "mcp-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ],
      "env": {
        "QDRANT_URL": "<QDRANT_URL>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "QDRANT_LOCAL_PATH": "<QDRANT_LOCAL_PATH>",
        "QDRANT_MCP_TOOLSETS": "<QDRANT_MCP_TOOLSETS>",
        "QDRANT_MCP_READ_ONLY": "<QDRANT_MCP_READ_ONLY>"
      }
    }
  }
}

Cline's MCP Servers pane edits this file for you if you would rather not find it. Cline docs

Qdrant MCP in other clients

Qdrant MCP MCP server