The specification, < 1800 words, is lightweight and easy to learn. Contains many examples.
It's a spec and a set of implementations that allow software running on disparate operating systems, running in different environments to make procedure calls over the Internet
It's remote procedure calling using HTTP as the transport and XML as the encoding. XML-RPC is designed to be as simple as possible, while allowing complex data structures to be transmitted, processed and returned.