vidx
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- AlicenseNot gradedqualityBmaintenanceEnables LLM agents to process local videos into timestamped, citable text documents and then query them through tools for listing videos, retrieving transcripts, and fetching specific segments, all fully offline.MIT
- AlicenseAqualityBmaintenanceEnables AI agents to analyze videos by producing timestamped transcripts, keyframe contact sheets, and metadata reports from local files or online URLs, fully offline and without API keys.6MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to edit talking-head videos locally by transcribing footage, applying validated edit operations like cutting fillers and silences, adding zooms, captions, looks and branding, and checking results with rendered previews. Agents can also read pinned editor feedback notes with annotated frames, resolve them, and export MP4, SRT or OTIO while the user watches changes live.1MIT
- AlicenseAqualityCmaintenanceConverts video into timestamped contact sheets, enabling AI agents to navigate and retrieve visual evidence from specific timecodes rather than watching entire clips.144 npm2Apache 2.0
- AlicenseNot gradedqualityAmaintenanceEnables coding agents to search and interrogate video by screening labelled contact sheets with typed decision-model questions, returning timed hits with probabilities, full-resolution frames and nearby dialogue without building any vector index. Agents can find specific moments, verify them, zoom into frames, box objects, and map an entire film.2MIT
- AlicenseAqualityDmaintenanceLet AI agents watch videos: local transcripts, speaker labels, scenes, chapters and exact-moment search from any video URL or file. Fully local, no API keys.43AGPL 3.0
TDQS
Scored across 9 tools
Each tool maps to a distinct stage of the video workflow: ingest (index_video), navigation (overview), search (query), detail (get_segment), visual inspection (peek), editing (edit), output (render), QA (check), and comparison (diff). The retrieval tools (overview/query/get_segment) could superficially overlap, but the descriptions clearly separate navigation, time-range search, and single-range detail.
All names are lowercase snake_case, which is stylistically consistent, and the two multiword names (index_video, get_segment) follow verb_noun. However, the rest are bare nouns or verbs (overview, query, peek, edit, render, check, diff), so the verb_noun pattern isn't uniform across the set.
Nine tools is well-scoped for a video indexing/editing/rendering pipeline, with each tool earning its place across a clear ingest-to-QA lifecycle. Nothing feels redundant or padded.
The surface covers the full lifecycle: indexing, TOC/navigation, search, detail retrieval, visual inspection, scripted editing, rendering with presets, QA checks, and version diffing. No obvious dead ends given the described domain.