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Review of Spade Chrome extension powered by the Slant community.
Offers several tools to annotate and draw highlights on web pages. The annotations can be shared with others. It also has an an option to summarize long paragraphs.
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Pros
Pro Free
Cons
Con Privacy Practices
You will have to agree with Spade monitoring your actions.