I am trying to make a database, however, I would like to know if there is any tool for gather the information from pubmed and previsouly published papers ?

for example I would like to get all tRFs from different species and different cells corresponding proteins , genes and any other information which might be feasible to take.

Is there any tool , or normally for making a database, one should read all papers one by one and take the data out of it?