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Qdrant MCP

Official Qdrant MCP server used as a semantic memory layer: store and find information in a Qdrant collection.

Works with

Claude DesktopClaude CodeCursorVS Code / CopilotWindsurf

Per vendor docs, checked 2026-11-09. Not tested by MemoryStack. Source

Install

uvx mcp-server-qdrant

From the vendor's docs. Read them before running anything.

Details

Runs
Local or hosted
MCP transport
stdio, SSE, Streamable HTTP
Auth
Qdrant API key (cloud)
Storage
Qdrant
License
Apache-2.0
GitHub
qdrant/mcp-server-qdrant
Stars
1,565
Last release
v0.8.1 · 2025-12-10
Last push
2026-09-04
Archived
No
Website
qdrant.tech

Known pitfalls

None recorded yet. Report one.

Change history

  • Added to MemoryStack.
  • Released v0.8.1. Link