The software giant is offering to buy the web chat and video conferencing company for $8.5 billion in cash.
It's the biggest deal in the software maker's 36-year history.
The sellers include eBay and private equity firms Silver Lake and Andreessen Horowitz.
Skype boasts about 663 million users worldwide.