ableton-mcp
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TDQS
Scored across 128 tools
Most tools have distinct purposes, but there are clear overlaps: load_instrument_or_effect and load_item_to_track both load instruments/effects onto a track via URI, and browse_path and get_browser_items_at_path both navigate the browser by path. These duplicates create ambiguity for agents.
The vast majority follow a consistent verb_noun pattern (get_*, set_*, create_*, delete_*, etc.) in snake_case. Minor outliers like 'undo', 'redo', and 'health_check' deviate slightly but don't break the overall pattern.
128 tools is far beyond even the 50+ extreme threshold. While Ableton has a rich feature set, this granularity (e.g., separate humanize_timing and humanize_velocity, separate get_clip_gain and set_clip_gain) makes the server unwieldy and difficult for agents to navigate effectively.
The tool surface is remarkably comprehensive, covering track, clip, scene, device, routing, browser, transport, automation, warp, and groove functionality. Minor gaps like session save/export or locator movement exist, but they are not critical to core workflows.