laya-browser-mcp
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- FlicenseNot gradedqualityCmaintenanceEnables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.-
- FlicenseNot gradedqualityCmaintenanceEnables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.-
- FlicenseNot gradedqualityCmaintenanceEnables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.-
- FlicenseNot gradedqualityCmaintenanceEnables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.-
- FlicenseNot gradedqualityCmaintenanceEnables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.-
- FlicenseNot gradedqualityCmaintenanceEnables AI assistants to control a browser through tools for navigation, typing, clicking, and taking screenshots to perform web automation tasks.-
TDQS
Scored across 25 tools
Every tool has a clearly distinct purpose, even close ones like browser_drop vs browser_file_upload are differentiated by operation type (drag-and-drop vs input setting). The safe browser_evaluate and unsafe browser_run_code_unsafe are explicitly separated by danger level, eliminating ambiguity.
All 24 browser_* tools follow a consistent verb_noun pattern (browser_click, browser_find, browser_take_screenshot), with clear action-first naming. The single exception, laya_run_goal, breaks the pattern but is logically distinguished as an autopilot feature, which is a minor deviation.
25 tools is on the upper end of the ideal range but justified for a full-featured browser automation server. Each tool covers a distinct interaction or inspection capability, and the count is not excessive enough to overwhelm an agent given the breadth of the domain.
The tool surface covers navigation, full interaction (click, type, drag, drop, form fill, selection, key press), element finding, waiting, dialogs, tabs, screenshots, file handling, console/network inspection, and evaluation. Minor gaps exist like explicit scroll or session management, but these can be worked around via evaluate or existing tools.