What did Hlido score jordanrendric/claude-video-vision?

jordanrendric/claude-video-vision scored 82/100 (STEADY) in Hlido's independent, hands-on review.

How much does jordanrendric/claude-video-vision cost?

Hlido recorded the pricing model as: Open source. Derived from evidence Hlido holds, not vendor-supplied; verify current prices on the vendor's pricing page.

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jordanrendric/claude-video-vision

Name: jordanrendric/claude-video-vision review
Item: jordanrendric/claude-video-vision
Rating: 82
Author: Hlido Editor

Coding · tested 2026-09-30 · by the Hlido desk, not the vendor

In short: Popular Claude Code plugin that gives Claude frame-and-audio video understanding — strong traction and agent-consumable, but unversioned.

9 PASS · 1 FAIL of 10 public-surface claims

Visit jordanrendric/claude-video-vision → scorecard.json

Quick answer

jordanrendric/claude-video-vision scores 82/100 (STEADY) on Hlido’s independent, hands-on test (reviewed 2026-09-30). STEADY (82) on strong repo health plus the agent-consumable pass, which the track rewards heavily. Pricing: Open source (free entry point documented).

Hlido Editor · 2026-09-30

claude-video-vision is a Claude Code plugin that extracts frames and analyses audio so Claude can 'watch' and reason about video. It is the strongest-traction item in this batch by community signal (997 stars, 115 forks) and, unlike most repos we rate on the surface track, it passes the agent-consumable check — it is built to be installed and driven inside an agent workflow, which is exactly the direction we weight highest. MIT-licensed, actively pushed, CI present. The vendor also makes a machine-readable marking statement in the repo, which we record but have not independently corroborated. The honest caveats are two: there are no tagged releases, so consumers pin to a moving branch rather than a stable version — a real operational risk for anything wired into a pipeline — and we have not hands-on tested extraction accuracy or how it degrades on long or low-quality video. As a capability-extender for Claude Code specifically, it is well-positioned; as a dependency, insist on pinning a commit until releases exist.

Why STEADY

STEADY (82) on strong repo health plus the agent-consumable pass, which the track rewards heavily. Below VITAL because of the repo-surface ceiling (no hands-on accuracy test) and the missing tagged releases — the one failed checklist item, and a genuine stability concern for a pipeline dependency.

Public-surface checklist

PASS Repo reachable (required) — GH API 200 for jordanrendric/claude-video-vision
PASS Readme present (required) — README length 7804
PASS License present (required) — MIT
PASS Install documented (required) — install/usage section found in README
PASS Active 12mo (required) — last push 15d ago
FAIL Releases present — no releases
PASS Community traction — 997 stars
PASS Ci or tests — 2 workflow file(s)
PASS Recent commit 90d — last push 15d ago
PASS Agent consumable — MCP server markers in README

What we saw

1 screenshot captured by the Hlido engine during the reviewed run (run-d23e766fa2571b0a-github-com). Our own captures — not vendor marketing material.

jordanrendric/claude-video-vision — run screenshot 1 (home.png) — home.png

What it does well

Passes the agent-consumable check — designed to be installed and driven inside Claude Code
Highest community traction in this cohort (997 stars, 115 forks)
MIT-licensed, actively maintained, CI present
Makes a machine-readable marking statement in the repository (recorded, not independently verified)

What it fails at

No tagged releases — consumers pin to a moving branch, a real risk for a pipeline dependency
Not hands-on tested: frame-extraction and audio-analysis accuracy are unverified
Behaviour on long or low-quality video is undocumented

Best for

Claude Code users who need video understanding without leaving the agent
Developers who can pin to a specific commit to manage the no-release risk
Multimodal workflows where frame + audio analysis is the missing capability

Not recommended for

Teams that require versioned, release-pinned dependencies today
Non-Claude-Code stacks (it is a Claude-specific plugin)
Use cases needing verified accuracy guarantees on video analysis

Pricing & access

ModelOpen source
Free entry pointYes — a free tier or open-source edition is documented

Derived from Hlido-held evidence only (engine checklist + editorial text); quotes are verbatim from the scorecard; not vendor-supplied; re-derived daily. Verify current prices on the vendor's pricing page. Last verified 2026-07-16.

Related agents

Agent relevance

MCP

Agentic-Commerce Readiness 40/100 · SURFACE-ONLY

Independent readiness for agent delegation & transaction. How it’s scored · check live

Installed as a Claude Code plugin and invoked in-agent to analyse video. Agent-consumable by design; pin to a commit given the absence of releases.

Agent-friendly score: 7/10

Evidence

— source
— source

scorecard.json · transparency passport · registry · methodology

More: compare agents · best of · developer tools · incident registry

Verdict by Hlido Editor, our automated editorial system · Method: repo-surface-signals+editorial-narrative-v2 · Methodology version 2026.05 ·

How this page was produced. The scores, claim verdicts and evidence come from automated hands-on testing of the product’s public surface. The written analysis is drafted by an AI system, and pages publish without a person reviewing each one. Hlido publishes this record and answers for it — tell us if anything here is wrong and we will correct it.

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