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This is a free Chrome extension with no "funny business". Unlike the leading extension, this one asks for only sensible, safe permissions.
It uses a thesaurus to help you find emojis. For fun, try searching for colors like "green" and "red".
Emoji MagicSearch for emojis with thesaurus matching