Dev Tools · 2h ago
Google Gemini's Stateful Image Editing Comes to Antigravity CLI
A developer built nb2lite-skill-agy, a FastMCP server that wraps Google's gemini-3.1-flash-lite-image model for stateful image editing via Antigravity CLI. The tool uses Gemini's Interactions API to preserve visual context across edits, enabling iterative refinement without re-prompting. It generates images in under 2 seconds and supports text in 25+ languages.
Meridian48 take
This is a neat integration demo, but stateful image editing is still niche for most developers; the real value is in showing how MCP can glue emerging APIs into existing workflows.
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Teaching Google Antigravity to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP →
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