LacyLights MCP Server
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TDQS
Scored across 102 tools
Many tools target distinct resources, but the set contains numerous near-duplicate pairs such as update_look vs update_look_partial, bulk_update_looks vs bulk_update_looks_partial, and get_look vs get_look_fixtures vs get_look_fixture_values. Long descriptions often help, but the sheer number of bulk_-prefixed variants and subtle semantic differences creates real misselection risk.
Nearly all tool names use snake_case with a consistent verb_noun or verb_noun_prep_noun pattern, including the bulk_ prefix. A few names deviate from the pattern (undo, redo, next_cue, previous_cue, qlc_import_guidance), but the overall convention is predictable.
102 tools is far beyond a reasonable scope for an MCP server and is bloated with redundant bulk operations and many near-duplicate single/bulk/partial variants. This extreme count creates severe cognitive load and makes tool selection unnecessarily difficult.
Core lighting entities (projects, fixtures, looks, cues, cue lists, look boards) have extensive CRUD, bulk, import/export, undo/redo, and playback coverage. However, there are notable gaps: group invitations cannot be accepted or declined, and descriptions reference get_fixture_usage and get_look_usage tools that are not present, leaving dead ends in access-control and usage analysis.