An investigation examines the extent to which Large Language Model (LLM)-generated content appears on F-Droid, the popular repository of free and open-source Android applications. The analysis explores how much of the project's metadata, descriptions, or submissions may have been produced by AI tools rather than human contributors. The findings raise questions about the integrity and human oversight of open-source software repositories in an era of increasing LLM adoption.