F
licenseA
qualityD
maintenanceEnables AI-powered browser automation controlled through natural language, integrating Playwright with the Model Context Protocol to perform web interactions like navigation, form filling, and screenshots.
10
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google-flow-mcp
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TDQS
A4.2/5.0
Scored across 24 tools
Disambiguation5/5
Every tool has a clear, distinct purpose. Even related tools like flow_list_media, flow_download, and flow_collect serve different roles (listing, downloading specific files, waiting for new media). No two tools are easily confused.
Naming Consistency5/5
All tools follow a consistent snake_case pattern with the 'flow_' prefix, and most use verb_noun structure. A few tools like flow_collect and flow_download are just verbs, but they remain clear and do not disrupt overall consistency.
Tool Count4/5
With 24 tools, the set is comprehensive but slightly on the high side. However, each tool serves a specific function in the Flow workflow, from session management to generation, export, and admin. No tool feels superfluous.
Completeness5/5
The tool surface covers the entire lifecycle: session setup, API discovery, project/scene creation, media generation (still, video, upscale), media management, cost control, budget, export, and settings. No obvious gaps for the intended domain.
Maintenance
ActivityMaintained
ResponsivenessNo issues