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Scored across 135 tools
With 135 tools, many serve overlapping purposes (e.g., multiple text overlay tools, multiple glitch effects, multiple audio generation tools). Without the search_tools helper, an agent would frequently misselect. The descriptions help but the sheer volume causes confusion.
Most tools follow a consistent prefix-based pattern (video_, audio_, effect_, glitch_, hyperframes_). A few exceptions like storyboard_read or hyperframes_to_mcpvideo break the pattern, but overall naming is predictable and readable.
135 tools is far too many for a single MCP server. Even sophisticated workflows can be covered with far fewer tools. The count overwhelms agents and suggests poor scoping.
The tool set covers nearly every conceivable video and audio operation: editing, effects, transitions, compositing, AI features, workflow management, and even storyboard/project tools. No obvious gaps for standard video production tasks.