upscale-mcp
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TDQS
Scored across 6 tools
Each tool targets a clear resource+action: environment inspection, model listing, running upscales, and job management. Minor overlap exists because device_info reports 'roots and models folders' while list_models lists model files, which could slightly blur the informational pair, but boundaries remain understandable.
Conventions are mixed: list_models is verb_noun, upscale is a bare verb, job_status is singular noun_noun while jobs_list and jobs_cancel use plural noun_verb. It stays readable but is not a single predictable pattern.
Six tools is well-scoped for an image upscaling server, with each tool earning its place across environment, models, execution, and job control.
The server covers the core lifecycle: discover device/models, launch an upscale, poll status, list jobs, and cancel jobs. A batch/multi-image upscale entry point is a minor gap given upscale handles one image at a time.