video

Analyze the given video and answer the user's question (or summarize it if no question was asked). Always cite timestamps (M:SS) in your answer.

Route A — video-analyzer MCP tools available (preferred)

If the video-analyzer MCP server is connected in this session, call its tools directly — do not use the CLI:

• General question or no question → analyze_video (detail "standard")
• "What happens at X:XX" / a specific moment → analyze_moment (time range) or get_frame_at
• Question answerable from speech alone → get_transcript (fast, no download)
• Title / duration / views / comments only → get_metadata (no download)
• Motion or fast UI changes → get_frame_burst

Route B — no MCP server (any agent with a shell)

Run the one-shot CLI via Bash (first run downloads the npm package — slow is not broken; progress streams on stderr):

npx -y mcp-video-analyzer@latest analyze "<video-url-or-path>"

stdout is a single JSON document: metadata, transcript (timestamped entries), ocrResults (on-screen text), timeline, warnings, and frames — an array of { time, filePath, mimeType } pointing to JPEG key frames on disk. Then:

1. Parse the JSON from stdout.
2. Read the frames[].filePath images (in parallel) when the question needs visuals.
3. Answer from transcript + OCR + frames, citing timestamps.

Useful flags: --detail brief|standard|detailed (brief = metadata + transcript only, no frame extraction — the fast/cheap path), --fields metadata,transcript (filters the emitted JSON only; frames are still computed at standard detail), --max-frames <1-60>, --language <code> (force transcription language), --out <dir> (where frames are copied), --force-refresh. Run npx -y mcp-video-analyzer@latest analyze --help for the full list.

Prerequisites & degradation

• Node.js 18+ (required). ffmpeg is bundled — no install needed.
• Platform URLs (YouTube, Instagram, TikTok, …) require yt-dlp on PATH; Loom, direct .mp4/.webm/.mov URLs, and local files work without it.
• The tool never fails on partial results: the warnings array carries actionable hints (yt-dlp install, YTDLP_COOKIES_FROM_BROWSER for Instagram/age-restricted, missing Whisper backend). Relay relevant warnings to the user instead of treating them as errors.
• An empty transcript alongside a "silent audio" warning means the video genuinely has no speech (common for muted Reels/Stories) — that is content, not a failure.