A
licenseNot graded
qualityB
maintenanceEnables AI assistants to open YouTube links or local video files, read timed transcripts, inspect relevant frames, and answer questions with moment-level citations checked against the video.
39 PyPI
18
MIT
Video Understanding MCP
by granitebps
Related Servers
Alternatives to Video Understanding MCP
No user-submitted related servers found.
Related Servers
- AlicenseNot gradedqualityCmaintenanceEnables agents to analyze long videos by downloading them, extracting transcripts and storyboards, and zooming into specific moments with high-resolution frames and OCR.MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to read videos from YouTube links, web pages, media URLs, or local files by returning timestamped transcripts, labelled frame contact sheets, and lossless audio or spectrograms. Also searches YouTube, channels, pages, and folders to find videos worth reading.MIT
- AlicenseNot gradedqualityCmaintenanceEnables AI agents to download, convert, and visually analyze videos by providing timestamped frames and locally transcribed speech, all without API keys.MIT
- AlicenseNot gradedqualityBmaintenanceEnables an agent to process local video files and then read, search and inspect the results: timestamped transcripts, on-screen text and key frames as images. Everything runs locally, so an agent can answer questions like how to perform a task shown in a screencast or meeting recording.198 npm1MIT
- 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
TDQS
A4.4/5.0
Scored across 2 tools
Disambiguation5/5
understand_video performs the single domain action while get_server_info is purely diagnostic/introspective. There is no overlap in inputs, outputs, or intent, so an agent cannot plausibly confuse them.
Naming Consistency5/5
Both names are snake_case verb_noun forms (understand_video, get_server_info) with an imperative verb first. The convention is uniform across the entire surface.
Tool Count4/5
Two tools is on the low end, but the server's scope is narrow — one capability-rich analysis tool plus one configuration/introspection tool. Nothing extraneous is present; it only feels slightly thin because the domain is a single action.
Completeness4/5
The core lifecycle (analyze a source, inspect server capabilities/limits) is covered, including error codes, timeline output, and truncation handling via start/end seconds. Minor gaps exist around things like probing media metadata without a full analysis or listing allowed directories, but agents can work around these.
Maintenance
ActivityMaintained
ResponsivenessNo recent community issues