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Scored across 35 tools
Most tools target clearly distinct resources or actions, and the descriptions explicitly separate local vs remote devices and tap variants. The main ambiguity is between mobile_take_screenshot and mobile_save_screenshot, whose boundary is not immediately obvious from the names.
Nearly all tools use the mobile_ prefix followed by snake_case verb/object phrasing, making the set predictable. Minor deviations exist in longer interaction names like mobile_click_on_screen_at_coordinates and in the screenshot pair take vs save.
At 35 tools, the surface is well above the comfortable range and has many atomic interaction tools that increase selection cost. Although the mobile automation domain is broad, the set feels heavy and could be more tightly scoped or grouped.
Coverage is broad: device discovery/allocation, app lifecycle, UI interaction, screenshots, recording, logs, crashes, orientation, location, clipboard, and cloud devices are all represented. Minor gaps such as file transfer or permission management exist but are not core blockers.