SeedanceMCP
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TDQS
Scored across 7 tools
Each tool serves a clearly distinct purpose: listing models, listing resolutions, listing actions, querying a single task, querying multiple tasks, generating from text, and generating from images. There is no overlap or ambiguity in tool boundaries.
All tools follow a consistent seedance_ prefix with snake_case verb_noun naming (e.g., seedance_list_models, seedance_generate_video_from_image). The pattern is uniform and predictable across the entire set.
With 7 tools, the set is well-scoped for a video generation API: three discovery tools, two status-query tools, and two generation methods. Each tool earns its place without redundancy or bloat.
The server covers the full video-generation workflow: model and resolution discovery, two generation modes, and both single and batch status retrieval. No essential operations (e.g., cancel, delete) seem necessary for the domain, and the existing tools provide all needed functionality.