Have categories show summary instead of entire post

Is there a plug in or other way to get the category to show all the names of the posts in the category, or a summary of the posts with a Read More type of link?

If I click on a category now, I get the latest post in its entirety and have to Next Page to find the next post. I’d like to have the category expand to show all the posts on one page.