A
licenseNot graded
qualityA
maintenanceProvides local, offline transcription, keyframe extraction, OCR, and pre-publish review of audio, video, and image files, enabling AI agents to see and hear media without cloud or API keys.
Apache 2.0
jev-av-analysis-mcp
by jiawei686
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TDQS
A3.7/5.0
Scored across 4 tools
Disambiguation3/5
transcribe_media and transcribe_file overlap for local files, and transcribe_media already handles URL fetching that fetch_media also provides. However, the descriptions make each tool's primary role fairly clear: fetch_media is download-only, transcribe_file is local-only, and transcribe_media is the all-in-one path.
Naming Consistency5/5
All tool names follow a consistent verb_noun snake_case pattern: transcribe_media, fetch_media, transcribe_file, analyze_transcript. The naming is predictable and easy to navigate.
Tool Count4/5
Four tools is a reasonable size for this audio/video analysis pipeline. The count is only slightly higher than necessary because transcribe_file is mostly redundant with transcribe_media, but it is not bloated.
Completeness5/5
The server covers the full workflow: fetch media, transcribe it, and analyze the transcript with the Jev model. There are no obvious missing operations for the stated AV-analysis purpose.
Maintenance
ActivityMaintained
ResponsivenessNo issues