MCP Toolbox for Databases
DatabasesGoogle's open-source server for many SQL and NoSQL databases
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- Apache-2.0
- Updated
- MCP server
- Official

Store and recall memories in a Qdrant vector database
From GitHub, fetched 19 Oct 2026.
Qdrant's server with two simple tools, store and find, that act as a semantic memory layer on top of a Qdrant collection.
| Runs as | Local |
|---|---|
| Type | MCP server |
| Maintained by | Official |
| Install | uvx mcp-server-qdrant |
Sources: github.com/qdrant/mcp-server-qdrant, checked 19 Oct 2026. “Runs as” is from this listing. Blank means we haven't found it in official docs yet, not that it's unsupported.
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