The creator matters because they are the key to understand the reason was created in the first place and under which circumstances. You get to learn about their other work, which might also be relevant to you, the limitations of the tool based on the problem is was designed to solve, and the broader ecosystem at the time of creation. For example, if you're a frontend developer it helps to know who Brendan Eich is, where he worked when he invented JavaScript, and what Netscape wanted to achieve with it. You would even learn a bit about the name of the language.
Similarly, it helps to know who maintains the code you depend on. Is there even a maintainer? What is the project roadmap? Is the tool backed by a company or otherwise funded? What is the company's mission?
Without those details, there is a supply chain risk, which could lead to potential vulnerabilies or future technical debt.