MCP servers

Qdrant MCP Server

Qdrant’s MCP server stores and retrieves semantic memories for AI assistants using a Qdrant database.

What it does

Qdrant’s MCP server stores and retrieves semantic memories for AI assistants using a Qdrant database.

Get started

Follow the server README for its supported transport, installation, credentials and client configuration. Compatibility depends on the client and server transport; no individual client has been runtime-tested by this directory.

Setup takes place on the publisher’s site. Some tools require accounts, API keys, a compatible host or paid services. Review permissions before connecting.

Sources & verification

Primary-source metadata retrieved; installation and runtime behavior not tested.

Source checked 2026-10-14. This is not a security certification or a guarantee that installation will work in your environment.

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