A
licenseB
qualityD
maintenanceEnables conversational analysis of YouTube videos using Gemini 2.5 Pro, supporting multi-turn sessions, direct URL processing, and local video uploads.
10
1
MIT
Video Intelligence MCP
by DugboTek
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TDQS
A3.9/5.0
Scored across 5 tools
Disambiguation3/5
The tools mostly have distinct purposes, but analyze_video and download_video overlap since analyze_video includes downloading. An agent could be confused when a user asks to simply download a video, as analyze_video's description says to use it whenever a URL is pasted. The other tools are clearly distinct.
Naming Consistency4/5
Most tools follow a verb_video pattern (analyze_video, ask_video, forget_video, download_video), but video_intelligence_status deviates from this pattern, breaking the otherwise consistent naming convention.
Tool Count5/5
With exactly 5 tools, the server is well-scoped for its purpose. Each tool serves a necessary role in the video analysis lifecycle, and the count is neither too small nor too large.
Completeness4/5
The tool set covers the core workflow: analyze, ask follow-ups, forget/delete, download, and check status. Minor gaps exist, such as no tool to list previous analyses or retrieve storage information, but these are not critical for the primary use case.
Maintenance
ActivitySlowing
ResponsivenessNo issues