viberoom
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Lumaflux MCP Serverofficial
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TDQS
Scored across 14 tools
Each tool targets a distinct resource and action: library setup, listing/querying images, retrieving current/specific image metadata, rating/flagging, recipe CRUD and auto-adjust, preview/export. Overlap between get_image and list_images is minimal, and get_current_image has a clear trigger ('this image').
All tool names follow a consistent verb_noun snake_case pattern (set_library, list_images, get_recipe, update_recipe, render_preview). The verbs are descriptive and the nouns indicate the target resource. No mixed conventions or vague verbs.
14 tools is right-sized for a photo library and editing workflow. Each tool covers a distinct operation from library intake to export, without redundancy or bloat. The count supports the full editing lifecycle without feeling overwhelming.
The tool surface covers the complete photo editing workflow: library setup, image exploration, metadata management (rating/flag), non-destructive recipe editing (get, set, update, reset, auto-adjust), preview rendering, and export. The get_recipe_schema tool fills the gap for discovering editable parameters. There are no obvious dead ends or missing critical operations.