GPT Image MCP Server
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TDQS
Scored across 5 tools
Each tool targets a distinct action: authentication, two clearly separated generation modes (edit vs text-to-image), task polling, and pricing lookup. There is no overlap between edit_image and text_to_image since their purposes are explicitly differentiated.
Names are consistently snake_case verb_noun (edit_image, text_to_image, get_task, check_pricing), which is predictable. The lone deviation is 'login', a bare verb that breaks the otherwise uniform pattern.
Five tools is well-scoped for a focused image-generation service. Each tool earns its place: auth, two task-creation paths, polling, and cost lookup.
The core lifecycle (login -> create task -> poll result) plus pricing is covered. Minor gaps exist: no task listing, cancellation, or deletion, but these are workarounds an agent can live without for the primary generation workflow.