A
licenseNot graded
qualityC
maintenanceMCP server that converts videos, audio, and meeting recordings into structured transcripts and summaries with multi-backend ASR and automatic fallback.
MIT
riverside-mcp-server
by edpreble
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TDQS
B3.4/5.0
Scored across 16 tools
Disambiguation5/5
Each tool targets a distinct resource or action. Download tools are differentiated by target (export, track file, timeline zip, transcription). CRUD operations for recordings, exports, timelines, and webinars are clearly separated.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern in snake_case (e.g., create_timeline_export, delete_recording, list_recordings). There are no mixed conventions or ambiguous verbs.
Tool Count5/5
With 16 tools, the server covers a broad but well-scoped set of operations for managing Riverside media, exports, timelines, webinars, and workspace. Each tool serves a clear purpose and the count feels appropriate for the domain.
Completeness4/5
The tool surface covers core workflows: CRUD for recordings, exports, and timelines, plus webinar registration and workspace listing. Minor gaps exist (e.g., no update for recordings/exports, no create for edits), but they don't hinder primary use cases.
Maintenance
ActivityStale
ResponsivenessNo issues