2 posts tagged with "mcp"

I use AI-generated images constantly—architecture diagrams, UI mockups, interface concepts, responsive design visualizations. Different models excel at different tasks, and I often compare outputs across providers to pick the best result.

The existing MCP servers I found had a common limitation: hardcoded model IDs. When providers deprecated models, tools broke. When new models launched, they weren't available until someone updated the code.

So I built Universal Image MCP—a server that fetches models dynamically from provider APIs. New models appear automatically. Deprecated ones disappear. No code changes required.

Every year, AWS re:Invent brings together thousands of builders, leaders, and innovators to explore the future of cloud. In 2025, the catalog is bigger than ever — 1,843 sessions across 53 areas of interest and 19 industries. Inspiring, yes — but also overwhelming.

That's why I built the re:Invent 2025 MCP Server: a comprehensive Model Context Protocol server that transforms how professionals navigate AWS's flagship conference, providing intelligent access to the complete session catalog with advanced search capabilities and speaker discovery.