casefile-mcp
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TDQS
Scored across 9 tools
Most tools are clearly distinct: probe, chart_extract, contact_sheet, tts, plan, and render each serve different pipeline stages. find_text, ocr_region, and track_text overlap around OCR but differ by output and granularity, so minor confusion is possible.
All names use lowercase snake_case, but the set mixes bare verbs (probe, plan, render), verb_noun names (find_text, track_text), and noun/acronym names (contact_sheet, tts). The pattern is readable but not fully predictable.
9 tools is well-scoped for a video analysis and rendering pipeline. Each tool maps to a meaningful operation rather than feeling redundant or excessive.
The surface covers analysis, text/chart extraction, visual inspection, narration, validation, and rendering, which is a solid lifecycle. Minor gaps exist around audio transcription or direct spec-building/editing, but agents can work around them.