Qdrant
Vector search via Qdrant — semantic-memory store the model can write to and query.
1,394 stars 267 forks Last commit 2w ago Language Python License Apache-2.0
Install
uvx mcp-server-qdrant About
Qdrant's official MCP server. Acts as a long-term semantic memory: the model writes facts as embeddings, recalls them later by similarity. Useful as a smarter alternative to the Memory reference server when the corpus grows past a few hundred entries.
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