It says homes and businesses could flood quickly with fast flowing or deep water possible, as well as lightning strikes, hail and winds.
Paramedics were called to Wimbledon earlier following reports that tennis fans had collapsed in the heat.
The warning comes into force at 9am to midnight tomorrow.