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Scored across 11 tools
Each tool has a clearly distinct purpose: test, select presenter, search/scrape tweets, generate script/audio/video/caption, and pipeline steps (start, check, download). There is no overlap; the legacy video generation is clearly marked as legacy versus the new stepped process.
All tools use snake_case verb_noun pattern, but there are minor inconsistencies: 'test_foxbrizrio' has a typo (missing 'i' vs 'foxbrizio' in others), and 'generate_complete_foxbrizio_video' vs 'start_video_generation' mix naming styles (complete object vs abstract noun). Still mostly predictable.
With 11 tools, the server is well-scoped for a focused video generation pipeline. Each tool serves a necessary step or utility, without bloat or missing core functions. Fits the ideal 3-15 range perfectly.
The tool set covers the full workflow: tweet sourcing (scrape/search), script generation, audio generation, presenter selection, video generation (with legacy and new pipeline), status checking, caption generation, and download. Only minor gaps like listing presenters or editing scripts are absent, but these are non-critical for the stated purpose.