Smali code is a low-level programming language used to manipulate Android application bytecode. Various tools for analyzing smali code include apktool for reverse engineering, jeb decompiler for a user-friendly decompilation experience, bytecode viewer for inspection and editing, and dex2jar for converting dex files to jar files. These tools offer a range of functionalities, catering to different analysis and modification needs for Android applications.