Best tools for tracking applications? - what worked for you?

I am looking for free tools that do not spam me. I worked as an HR coordinator before this. I want reminders to follow up. What do you use?

Thanks for writing this out. I went through something close to it last year, and it settled down once I kept a simple log of every call and form.