Qdrant MCP Server

Name: Qdrant MCP Server
Author: Qdrant

Official MCP server turning Qdrant into a semantic memory layer for AI agents via qdrant-store and qdrant-find.

Connects to Qdrant1.4k stars

Install

uvx mcp-server-qdrant

Part of

Developers · Databases & data kitpick 7 of 7

About

Provides two primary tools — qdrant-store for saving snippets and qdrant-find for semantic retrieval — backed by configurable embedding models and Qdrant collections. Works locally with stdio or remotely via SSE for shared team memory.

vector-database
embeddings
memory
rag
official

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