UnificAlly MCP Server
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TDQS
Scored across 14 tools
Each tool targets a distinct media type or lifecycle action (generate/edit/extend/upscale), and descriptions explicitly cross-reference boundaries (e.g. 'to make a new video use generate_video'). However, sound effects can be produced by both generate_audio (model 'sfx') and generate_music (mode 'sound'), and image editing sits in both generate_image and upscale_media, creating minor overlap.
All 14 tools follow a consistent snake_case verb_noun pattern (upload_file, list_tasks, generate_video, edit_video, upscale_media, check_balance). Even the less conventional dry_run_cost fits the same predictable structure, making the naming fully uniform.
14 tools is well within the ideal range and each earns its place: four generation modalities, three media-manipulation actions, task/status management, catalog lookups, and cost/balance utilities. No redundant or filler tools.
The surface covers the full generation lifecycle (upload, generate, edit, extend, upscale, inspect tasks, estimate cost, check balance) across video/image/audio/music. Minor gaps remain, such as no cancel/delete-task operation or explicit download/cleanup tool, but core workflows are complete.