F
licenseNot graded
qualityB
maintenanceEnables text-only AI agents to ask questions about images, audio, and video by passing file paths or URLs to a multimodal model and returning text answers.
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openmedia-mcp
by Builderstar
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TDQS
A4.2/5.0
Scored across 22 tools
Disambiguation5/5
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.
Naming Consistency5/5
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.
Tool Count4/5
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.
Completeness5/5
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.
Maintenance
ActivityMaintained
ResponsivenessNo issues