Icons8 has made available a pack of 300+ flat color icons, free for commercial and personal use.
The icons come in PDF, PNG and SVG (vector, opened in Adobe Illustrator or other app that supports SVG) format.
Download the free icons here, and be sure to check out all their other great work while you’re there.