Is there an English word or words close to Japanese “Sekoi”?

Solution 1:

money-grubbing

http://www.dictionary.com/browse/money-grubber

a person who is aggressively engaged in or preoccupied with making or saving money.

I think this has the right "small-minded" connotation.

Solution 2:

I'll suggest shabby (mentioned in passing by Papa Poule). From CDO:

shabby adjective (NOT FAIR)

C2 ............... not honourable or fair; unacceptable:

She spoke out about the shabby way the case had been handled.

The company's treatment of women was shabby.