Universal Computer Control MCP
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TDQS
Scored across 29 tools
Most tools target a single, distinct action or resource, and the shared target resolution rules do not create real confusion. The main overlap is that observe subsumes screenshot and get_ui_tree, while find_text and find_visual both locate on-screen targets, but their text-vs-visual distinction keeps them usable.
The majority of tool names follow a clear action_object snake_case pattern, such as focus_window, get_clipboard, and list_windows. A few outliers like observe, screenshot, backend_status, and emergency_stop break the verb_noun pattern but remain readable and stylistically consistent.
At 29 tools, the namespace is too large for a single agent-facing surface; the selection cost is significant even though the tools cluster into clear functional groups. Some observation tools such as screenshot, observe, and get_ui_tree could be consolidated, which would reduce count without losing capability.
The set covers the full GUI automation loop: observing state, searching for targets, input, window lifecycle, clipboard, launching applications, shell commands, and safety controls. There are no obvious dead ends, and wait_for plus backend_status close the verification and error-handling gaps.