ableton12-mcp
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TDQS
Scored across 62 tools
Most tools target distinct resources and actions, but there is some intentional overlap between get_device_parameters/get_macros and set_device_parameter/set_macro, and record_and_analyze is a composite of record_audio and analyze_audio. These are documented clearly enough to avoid confusion in practice.
Tool names overwhelmingly follow a verb_noun snake_case pattern (e.g., create_midi_track, set_device_parameter, delete_scene). Minor exceptions like health, new_live_set, and save_set_as are still readable and do not disrupt the overall predictability.
At 62 tools, the server is far beyond the 25+ threshold that indicates an over-heavy toolset. While Ableton is a complex domain, the count feels overwhelming and many tools could be consolidated (e.g., record_and_analyze already merges two).
The toolset covers the full creative workflow: session/track/clip management, device control, scenes, transport, audio capture, analysis, and comparison. The main gap is that export is not fully automated—open_export_dialog requires manual confirmation—but the capture-to-arrangement path fills most of the pipeline.