Video MCP Server
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TDQS
Scored across 6 tools
Each tool targets a distinct part of the video/image processing pipeline: extracting frames, analyzing content, getting metadata, and generating scripts. The only minor ambiguity is between the 'analyze' tools and the corresponding 'generate_script' tools, since both operate on the same input types, but their purposes are still clearly differentiated.
Tool names consistently follow a verb_noun pattern using lowercase snake_case, such as extract_video_frames, analyze_video_content, and generate_video_script. This makes the tool set predictable and easy for an agent to navigate.
Six tools is a well-scoped size for a video and image analysis server focused on content understanding and script generation. Each tool has a clear role in the workflow without unnecessary redundancy.
The core workflow of ingesting video/images, extracting frames, analyzing content, and generating scripts is well covered. Minor gaps exist around output management, such as editing or saving generated scripts, but these are not essential to the server's stated purpose.