What do you mean by "a bunch?"
Chessbase offers databases with annotations, but if you're looking for the great collection of annotated games of previous world champions, you should consider:
Six World Champions by Convekta
The players in this collection were: Lasker, Capablanca, Alekhine, Botvinnik, Tal and Spassky
Total annotated games: 8,596
The annotations were taken from several respectable printed sources and compiled into a chess database that Chessbase does not have (e.g.the two-volume Jose Raul Capablanca by Khalifman and Soloviov).
Note for beginners: the "annotations" in these databases are high-level and have deep variations, and they are written in the compressed Chess Informant format, so if you're looking for wordy move-by-move annotations similar to Chernev, Pandolfini, Snyder or McDonald's, you are better off to read their published books and hold off from the computer databases.
Does anybody know a program which a huge database of chess games with every move explained detailedly? Does anyone know any books?