Submission by Rami

GitExplain explains your codebase with voice, diagrams, and code, so you actually understand what you vibe-coded. It's an MCP server you install into Kiro or any coding agent. Ask your agent to explain any repo or flow, and it generates a slide-video explanation powered by ElevenLabs text-to-speech and our own visual engine designed to explain codebases. Built with Kiro's spec-driven workflow across 20 purpose-designed slide templates, runs locally, open source, your code never leaves your machine.