|Date of birth||17 December 1993|
|Place of birth||Port of Spain, Trinidad and Tobago|
|Height||1.95 m (6 ft 5 in)|
|Toronto FC II|
|St. Ann's Rangers|
|San Juan Jabloteh|
|2013–2016||St. Ann's Rangers||(5)|
|2017||→ Toronto FC II (loan)||2||(0)|
|2017–||Toronto FC II||1||(0)|
|* Senior club appearances and goals counted for the domestic league only and correct as of 08:55, 16 October 2018 (UTC)|
Peters played 22 matches with W Connection during the 2016–17 season (18 in league, 4 in Champions League) before being loaned out to American second-tier side Toronto FC II in April 2017, after a preseason trial.
He made his league debut with the team on April 7, appearing as a part of the starting XI in a 0–0 draw with the Rochester Rhinos. After another appearance against Ottawa Fury, Toronto FC II signed Peters to a permanent contract on May 19. Later that day, he played against Tampa Bay Rowdies, again in head coach Jason Bent's starting XI.
- Soccerway profile
- Platt, Oliver (April 3, 2017). "Toronto FC II sign W Connection duo Aikim Andrews & Jelani Peters". Waking the Red. SB Nation. Retrieved June 11, 2017.
- "Toronto FC II sign Jelani Peters" (Press release). Toronto FC. May 19, 2017. Retrieved June 11, 2017.
- Grossi, James (May 20, 2017). "Goal drought ends, but TFC II can't hold off the Rowdies". Waking the Red. SB Nation. Retrieved June 11, 2017.
- Fuentes, Shaun (November 11, 2016). "New boy Jelani doing it for mom". Trinidad and Tobago Guardian. Retrieved June 11, 2016.