Recommendation for (auto?) creating beautiful graphs from mySQL data?

I have a mySQL database with a few linked tables. I'm looking to generate pretty graphs and tools to present this data or search for other interesting correlations and insights.

Would be awesome if there was something out there where I just give it the database login details and it spits out a bunch of potential graphs and datapoints to present.

Any ideas?

Edit: hopefully free, using Javascript/jQuery/PHP or a web UI