Qdrant MCP Server provides a semantic memory layer for LLMs. It allows storing and querying embeddings via Qdrant’s vector engine. Texts and metadata can be added to collections and retrieved using semantic search. Compatible with Claude Desktop, Cursor, and other MCP clients.
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