Perhaps not directly, but one can connect browser-solidity to a node running on your computer (under the tab with a cube). You can then use geth attach, node.js with web3 required, etc. to interact with the node you're running.
I would recommend testrpc if you wish to do this. A private blockchain is probably overkill.