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Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.
npx @getmcp/cli add io.github.cnkang/qdrant-memoryRequires Python 3.10+. Community-contributed server. Review source before installing.
Config file: ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"io.github.cnkang/qdrant-memory": {
"command": "uvx",
"args": [
"qdrant-memory-mcp",
"mcp"
],
"env": {
"QDRANT_URL": "",
"QDRANT_API_KEY": "",
"EMBEDDING_API_KEY": ""
}
}
}
}