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Scored across 35 tools
Each tool targets a distinct media operation or generation task, and the descriptions clarify inputs and outputs. A few pairs could be confused without careful reading—resize_image vs upscale_image, probe_media vs image_info, animate_image vs generate_video—but the boundaries are mostly clear.
The overwhelming pattern is snake_case verb_noun: generate_image, trim_video, crop_video, adjust_volume, set_provider_key. Only image_thumbnail and image_info break the pattern as noun_noun names, and list_tools is a minor meta exception.
35 tools is a heavy surface for a single MCP, well beyond the comfortable 3-15 range and even above the 16-25 heavy band. The broad video/image/AI scope explains some of the size, but the set would be easier to navigate if split into smaller focused servers or curated down.
The server covers a wide range of key creative workflows: AI generation, image transformations, video editing, audio replacement, metadata inspection, and Postward preparation. Minor gaps exist, such as no direct caption generation from audio and no slideshow-from-images tool, but most multi-step workflows can be assembled from the existing tools.