Following news the striker has held talks with two clubs ahead of next season, the Brazil captain would welcome the wantaway Manchester United forward at the Ligue 1 champions
It emerged on Saturday that the England international has held secret talks with one Premier League club and one foreign outfit regarding a possible summer move.
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"I love this player," Silva told reporters. "Whenever I have played against him he has scored. I would really like Rooney to sign for PSG.
"He would be a quality addition for us."
The Brazilian captain has also been linked with a move this summer but, instead, he has underlined his happiness and intention to stay at Parc des Princes.
"At the beginning of every summer it is said that I'll move to Barcelona. Last year it was the same thing," he added.
"I am very happy at PSG and I hope to stay in Paris until the end of my contract in 2017."