# Qdrant MCP
> Qdrant's official local MCP server stores and retrieves text memories using semantic search backed by a Qdrant database or local Qdrant storage.
Canonical: https://www.mcpfolio.com/servers/qdrant
Last updated: 2026-10-28
## Catalog record

- Publisher: Qdrant
- Categories: development, database, search, memory

## Website

https://qdrant.tech/documentation/qdrant-mcp-server/

## Repository

https://github.com/qdrant/mcp-server-qdrant

## Transports

stdio, SSE, Streamable HTTP

## Authentication

No MCP authentication is documented for local stdio. Qdrant API key is optional when connecting to a secured Qdrant endpoint; local database mode uses QDRANT_LOCAL_PATH.

## Tools

- **qdrant-store**: Store information and optional JSON metadata in a Qdrant collection; requires collection_name if no default collection is configured.
- **qdrant-find**: Search for relevant stored information using a text query and return matching messages.

## Sources

- [official_tool_reference](https://qdrant.tech/documentation/qdrant-mcp-server/)
- [official_documentation_or_source](https://github.com/qdrant/mcp-server-qdrant)

## Setup

Use the interactive setup panel on [the detail page](https://www.mcpfolio.com/servers/qdrant) to view instructions for each supported client.