A
licenseNot graded
qualityD
maintenanceEnables AI agents to control browsers with human-like behavior, stealth anti-detection, and 70 tools for navigation, interaction, and monitoring.
6 npm
1
MIT
PyPen MCP
by eyenoticeall
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TDQS
A3.6/5.0
Scored across 52 tools
Disambiguation5/5
Each tool has a clear, distinct purpose, with prefixes like browser_, captcha_, debug_, dom_, js_, network_, session_ grouping related functionality. No two tools perform the same action, and even within groups, tools are well-differentiated.
Naming Consistency5/5
All tool names follow a consistent snake_case convention with a prefix indicating the functional domain. This makes it easy for an agent to predict tool names and understand their roles.
Tool Count4/5
52 tools is on the high side, but the server covers a broad scope of browser automation features (browser control, DOM, JS, network, sessions, captchas). The count is appropriate for the comprehensive capability set, though slightly above the ideal range.
Completeness5/5
The tool surface is remarkably complete: browser lifecycle, navigation, DOM interactions, debugging, JavaScript execution, network monitoring/interception, cookie/session management, and captcha handling all have dedicated tools. No obvious gaps for the intended domain.
Maintenance
ActivityInactive
ResponsivenessSyncing