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Scored across 120 tools
Most tools have clearly distinct purposes, but some overlap exists, such as multiple automation-related tools (add_automation_points, create_automation, automate_mixer) and several analysis tools (analyze_mix, analyze_track, analyze_wav_file_tool). Detailed descriptions mitigate confusion, keeping ambiguity low for an experienced agent.
Tools predominantly follow a verb_noun snake_case pattern (e.g., list_tracks, create_clip, set_tempo). Minor inconsistencies like 'add_automation_points' vs 'create_automation' and the use of 'setup_sidechain' instead of 'set_sidechain' slightly disrupt uniformity, but the overall scheme is clear and predictable.
With 120 tools, the server is excessively large for most use cases. While Ableton Live is complex, this number overwhelms typical workflows and includes many highly specialized tools (e.g., set_chain_pan, mute_chain) that feel redundant. A more focused set of ~30-50 tools would be more coherent.
The toolset covers virtually every aspect of Ableton Live, including session management, clip and device manipulation, automation, routing, mixing analysis, MIDI generation, audio capture, and project lifecycle (save/undo). Only minor gaps like groove settings or advanced warp modes are missing, making it exceptionally comprehensive.