Get The Full Workflow & Prompts: https://www.skool.com/empire-os-4374 Repo: https://github.com/yctimlin/mcp_excalidraw Partnerships, sponsorships, or SaaS demos — get in touch: Email: skylarmarketingagency@gmail.com ⏰ Timestamps: 00:00 - Introduction to Automating Excalidraw 01:09 - The Excalidraw MCP GitHub Repo 01:58 - Using Antigravity IDE for AI Agents 02:53 - Demo 1: System Architecture Diagram 05:05 - Demo 2: Photosynthesis Diagram 06:41 - Iterating and Fixing Errors with AI Vision 08:59 - Demo 3: Complex AI Agent Workflow 12:00 - Exporting and Final Thoughts Overview: Tired of wasting hours manually dragging boxes and aligning arrows to create clean, professional diagrams? Visualizing complex systems, workflows, or software architectures is essential for communicating your ideas, but building those graphics from scratch in Excalidraw is a massive time sink. In this video, I reveal a fully automated workflow that connects AI agents directly to Excalidraw using the Model Context Protocol (MCP). Watch as I use the Antigravity IDE to instantly generate, iterate, and refine high-quality diagrams—like system architectures and AI workflows—all through simple text prompts. The AI even takes screenshots of its own work to auto-correct overlapping text and messy lines!

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