The popular messaging app Telegram has brought in so much money from a small group of private investors that it is calling off a planned sale of cryptocurrency to the wider investing public, according to a person familiar with the matter.

Telegram Group Inc. has pulled in $1.7 billion by selling newly created cryptocurrency to fewer than 200 private investors.

The...