SeleniumBase MCPofficial
A
licenseA
qualityA
maintenanceBrowser automation that bypasses anti-bot systems and handles web-scraping with CDP Mode.
491
24
13,007
MIT
seleniumbase-mcp
Officialby seleniumbase
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TDQS
A4.4/5.0
Scored across 24 tools
Disambiguation5/5
Each tool targets a clearly distinct browser operation, and descriptions include explicit 'Tool selection' guidance that resolves potential overlaps (e.g., check_condition vs wait_for vs assert_condition, get_content vs find_elements vs get_page_info). The few ambiguous pairs like scroll vs focus(action='scroll_to_element') are explicitly differentiated in the descriptions.
Naming Consistency4/5
The tool set uses consistent snake_case throughout, but several tools are single verbs (navigate, click, focus, scroll) while most others follow a verb_noun pattern (start_browser, get_content, manage_cookies). This minor deviation is still readable and predictable overall.
Tool Count3/5
24 tools is at the upper end and feels heavy for a single browser-automation server, even though most tools serve distinct purposes. The surface is comprehensive and well-organized, but it borders on over-provisioned for the stated scope.
Completeness4/5
The server covers browser lifecycle, navigation, content inspection, interaction, cookies/storage, windows/tabs, waits/assertions, CAPTCHA, and JavaScript fallback, which is a broad and coherent surface. Minor gaps include explicit alert/dialog handling, file upload, and full iframe switching, though some of these can be worked around via run_javascript or scoped click.
Maintenance
ActivityMaintained
ResponsivenessResponsive