analyze_video
shallowio.ainsof/mcp · Verify this server
WATCH a video and measure it, without touching it. Returns exact length, frame rate, resolution, whether it already has audio, the shot list with every cut time — and A FRAME FROM EACH SHOT, labelled with its timecode, so you can see what the film actually shows. Look at those frames. They are what lets you answer "score the part where she reads the letter" — find the moment in the pictures, read its timecode, and pass that as a section boundary to score_my_video. Without them you would be guessing timestamps, and a section placed on a guess changes the music in the middle of a shot. Use this before find_soundtrack when the user has asked for music or a soundtrack, provided a video, but has not said how long it is — the length and edit pace are what make the music match.
1 trials · measured 8 days ago
analyze_video scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.ainsof/mcp, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/478d76eb-8879-47f4-b629-d0ac4826cdff)