It runs in your browser like a browser extension. In fact, it can easily be turned into a browser extension.
Setup and usage instructions are in the file.
Check out gabrielsroka.github.io/GitHubAPIExplorer.js or to view the source code, see GitHubAPIExplorer.js on github.com/gabrielsroka/gabrielsroka.github.io