No user-submitted related servers found.
Scored across 22 tools
Each tool targets a distinct media type and action, with clear boundaries (e.g., pdf_read vs pdf_ocr vs pdf_view explicitly address text layer vs scanned). The media_probe helper reduces ambiguity by routing to the correct tools. No two tools appear to do the same thing.
All tools follow a strict pattern: media type prefix (image_, pdf_, video_, audio_) followed by a descriptive verb (view, info, transform, read, convert, clip). All snake_case, no mixed conventions, and the pattern makes tool purposes predictable.
22 tools is on the heavy side, but the server covers four distinct media domains (image, PDF, video, audio) each with a logical set of operations. Every tool earns its place given the broad scope, though it slightly exceeds the typical comfortable range.
The surface covers the full lifecycle for each media type: inspection (info/probe), viewing/reading, transformation/conversion, extraction (OCR, transcript, frames, audio), and editing (clip, trim). No obvious dead ends or critical missing operations for the stated purpose.