It listed a series of requirements for the donors which include loyalty to the ruling CPC.
"(The donors must) love the socialist motherland and embrace the leadership of the Communist Party," the notice said.
"(He must) be loyal to the party's tasks, be decent, law-abiding and be free of any political problems," it said.
The CPC controls all walks of life in China including the military, police and all aspects of governance.
Apart from meeting the political requirements, would-be donors must be over 20 years old and show no obvious signs of hair loss, colour blindness or weight problems.
Donors will need to pass two rounds of tests first, one checking the quality of their semen and one for general health and fitness.
Those who pass the tests will be paid 200 yuan (USD 32) immediately. And those who successfully donate will be rewarded with 5,500 yuan (USD 872).
There appears to be no test for the donors' political reliability. A doctor on the hospital consultation hotline said no additional tests would be conducted for political requirements.
"It would be fine as long as you consider yourself suitable," the Post quoted the doctor as saying.
Donors will need to donate around 10 times in six months to ensure there is an adequate supply for artificial insemination.
Despite being the world's most populous country with over 1.3 billion people, China has tens of thousands of infertile couples longing for a child.
All sperm banks across the country face donation shortages because many young men are unaware or too embarrassed to donate.
Families applying for IVF treatment could wait more than a year, partly due to a shortage of suitable donors.
Less than 20 per cent of donated sperm has been deemed suitable for use, according to the report.