An MCP server that integrates Google's Gemini suite to power image generation and editing through AI assistants like Codex, Cursor, and Claude Code. It uses a two-stage pipeline: prompt optimization with Gemini 2.0 Flash to enrich prompts with lighting, composition, and atmosphere while preserving intent; followed by image generation with Gemini 3 Pro Image for high-quality results. It supports 2K and 4K outputs and offers flexible aspect ratios (1:1, 16:9, 9:16, 21:9, etc.). The server enables image editing via natural language instructions, with context-aware changes that preserve the source style and visual consistency. Outputs can be PNG, JPEG, or WebP, saved to a configurable directory for easy access. Advanced options include multi-image blending, character consistency across variations, and world-knowledge integration; optional Google Search grounding can be enabled for factual prompts. Designed to integrate via standard MCP configurations for Codex, Cursor, and Claude Code, it emphasizes secure API key handling and clear path requirements.