Summary & Key Takeaways ​

• Google AI Edge Gallery adds experimental MCP support on Android.
• Gemma 4 can now coordinate tasks across external data sources.
• A "Schedule Notification" skill enables proactive routines.
• Persistent chat history restores long session contexts instantly.
• An open-source toolkit encourages community-built workflows.

Our Commentary ​

Google AI Edge Gallery getting MCP integration and persistent sessions is a smart move. On-device AI is where a lot of the magic will happen for privacy and responsiveness. The "Schedule Notification" skill hints at a future where our devices are far more proactive and less reactive. I'm always a fan of open-source toolkits for community engagement.