vision_kit
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TDQS
Scored across 3 tools
describe_image is a generic catch-all, while the other two tools target specific image types with distinct output schemas. The overlap with the generic tool is acceptable because the specialized descriptions clearly define when to use them.
All tools share the describe_image_ prefix followed by a clear modifier: structured and stats. This creates a predictable and consistent naming convention across the entire server.
Three tools is within the well-scoped range, and each tool serves a distinct, meaningful vision task without redundancy. The small count feels deliberate rather than incomplete.
The set covers generic visual description, structured diagram extraction, and statistical chart parsing, which are the main advertised capabilities. Some advanced vision tasks like object detection or OCR are absent, but the generic describe_image tool can work around many gaps via custom prompts.