Pete Warden does the data community a solid and wraps up a collection of open-source tools in the Data Science Toolkit to parse, geocode, and process data.
Many of the services are available via public APIs, but the usual benefits apply of running your own service such as privacy, independence, and no limits. Hit your machine with as many requests as you want. The code is available in its entirety on GitHub.
Open-source Data Science Toolkit