Finding relationships between words in text and articles from Wikipedia is an extremely popular task known as wikification. However there is still no gold standard corpus for wikifiers comparison. We present WikifyMe, the online tool for collaborative work on universal test collection which allows users to easily prepare tests for two most difficult problems in wikification: word-sense disambiguation and keyphrase extraction.