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answers:

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I am looking for an open source component that can help me track a large number of RSS feeds (>> 10K RSS sources).

I don't care about the programming language, but it should be something with a simple API where I can add or remove RSS feeds and asynchronously receive notifications every time an RSS is updated.

Preferably in Java or Python.

A: 

I found this site. Most of these seem to be client apps but some listed APIs. Not sure if there's something here for you. http://java-source.net/open-source/rss-rdf-tools

Matt Lachman