What you have to take along!

Drinks
Always take enough liquids with you!

Food 
Bananas, muesli bars and for emergencies dextrose tablets

Mobile phone with HarzApp!
To help yourself if route signs are missing

Tools
Multi-tool, pump and replacement inner tube, chain tool/master link, inner tube repair set

And 
First-aid kit, Mobile phone, lights and reflectors