openai-images-mcp
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TDQS
Scored across 4 tools
Each tool has a clearly distinct purpose: generating new images, editing existing ones, creating variations, and listing supported models. There is no overlap or confusion between them.
All tool names follow a consistent verb_noun pattern using snake_case (create_variation, edit_image, generate_image, list_models), making them predictable and easy to understand.
With 4 tools, the server is well-scoped for its purpose of generating and manipulating images via OpenAI's APIs. Each tool earns its place without unnecessary duplication or gaps.
The set covers the full lifecycle of image creation: generating, editing, and creating variations, along with a model listing tool for configuration. No obvious missing functionality for the intended domain.