I am constantly getting calls from this number to my home phone. Almost everyday.

I get calls from the number at least once a day. My caller ID always says the number instead of a name or cell phone .

I asked them to put me on the do not call list and they threatened me that I would be put on the IRS watch list.

Do NOT call these criminals back or attempt to engage them in a coherent conversation. They are now resorting to "Swatting" of their victims:

http://www.wsbtv.com/news/local/cherokee-coun ... -them/407362161

These scammers are vindictive as hell and are stopping at NOTHING, to get their way. You have nothing to lose and everything to gain by not talking to them and reporting them to the appropriate agency:

There are numerous telephone and email scams in which individuals claim to be employees of the Treasury Department. These scammers often state that they are from the “Department of Legal Affairs,” offer grant money in exchange for you wiring a small payment, or threaten to arrest you within a short period of time unless payment is made. Do not provide personal information or payment to these individuals.  Their actions are crimes under Titles 18 and 31 of the United States Code, and the Treasury Office of Inspector General is working to stop them.

If they claim to be from Treasury, report  it to OIGCounsel@oig.treas.gov with a description.  If it was a phone contact, include:
the exact date and time that you received the call(s)
the phone number of the caller
the geographic location and time zone where you received the call
a description of the communication.

If they claim to be from the Internal Revenue Service (IRS) or it is about taxes, report it to the Treasury Inspector General for Tax Administration at:
https://www.treasury.gov/tigta/contact_report_scam.shtml

https://www.treasury.gov/services/report-fwa/Pages/Report-Email-Scams.aspx

Oh my, and I don't feel safe anymore, oh what a mess, I wonder who's watching me now, WHO? The IRS. How scary. No kind of answer from the numbers these crooks are calling, they'll start to worry. Let the phone ring if you can.