It's usually enough to make me realize that I don't want my news headlines aggregated, and then I go back to curated collections and serendipity.
Twitter. Just follow all the newspapers/media outlets you’re interested in.
The best way is to aggregate them to /dev/null.
I am only half-joking.
Any open-source projects or closed source with API?
For what?
Giving us more information will help us answer your question.
If you want a way to collect news from different sources into one place then there are a lot of news aggregators sites and apps, here are some examples you can try:
https://feedly.com/ - https://app.usepanda.com/
I don't want to skew the results.
what do you mean by "skew the results" ?
Most have suggested apps. I was also hoping for something that can be programmatically tailored.