SeekTable also can use BigQuery as a data source, however it is more about reports sharing and quick ad-hoc queries - to make this possible data source should be configured first.
All the commercial ones support it, but most of them are expensive. Mode has a free plan which allows you to connect to BQ, run queries and then analyze the result sets in Jupyter. It's pretty cool for smaller stuff https://mode.com/compare-plans/