There are two websites providing great service, you can choose the one that suits you,

拼音字典+標注 7.0 (test)

I always use this one, as it not only converts characters to pinyin but also creates a *.open file format of all the pinyin and characters. (example of the *.open file format)

Another website

http://zhongwenzhuanpinyin.51240.com/