Many market makers provide futures historical data, knowledge, culture and so on, and rarely provide API interfaces. I can ask around for you.

update

Ask colleagues in related fields, there are several softwares that provide this kind of historical market interface, such as Yisheng mentioned by @TREX, and even we have related platforms ourselves, but they are all immature and have various defects. It is recommended to buy tick data and realize it yourself.