Victoire Mathieu

We ve spent the last few months moving our Google Workspace tools over to the Model Context Protocol (MCP). While the potential for 'agentic' workflows is huge, but the friction of working on the edge of a new protocol is very real.

For those who haven't dived in yet, the biggest hurdle we found was the Remote vs. Local setup, rather than the protocol itself. Most tutorials focus on local command-line installs, but for a production-ready SaaS, you have to build for remote MCP servers. This requires a completely different approach to authentication and persistent state that the current docs don't fully cover yet.

Product Hunt is home to amazing products across every category.

Today, we wanted to look at AI creative tools from a slightly different angle not just features, but the real-world marketing activity behind them.

Big update. The optimizer can now prioritize high-traffic rooms over hallways and closets. Shoutout to @yotam_dahan who suggested density-aware placement.

Room type assignment - Right-click any room to tag it with a type from 46 presets across 6 building categories (commercial, residential, education, healthcare, hospitality, industrial). Each type carries a device density sourced from Cisco, IBC, and industry planning guides. Densities are fully adjustable per room. Custom type lets you name rooms whatever you want.