I recently had my daughters 2nd birthday party at St Andrew's Church Fulham.
The space is amazing and good value pricing. I had use of the café area and kitchen as well as the main church space, which meant I was able to keep food away from the play area. There is a small area with toys you can use.
If anyone is looking for a venue to hire in Fulham I would highly recommend St Andrews