video-qa
Rank #35,832glama/ShubhenduVaid/flipbook
Records a browser window while Claude drives it and converts the recording into labelled contact sheets, key frames, and an action-correlated timeline for evidence-based evaluation. macOS 15+ only.
video-qa is a Model Context Protocol (MCP) server published by ShubhenduVaid. It ranks #35,832 of 137,492 servers tracked on MCP Toplist. video-qa is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Aug 2, 2026.
Ranks ahead of 101,660 of 137,492 servers on MCP Toplist.
Use video-qa
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FShubhenduVaid%2Fflipbook)<a href="https://mcptoplist.com/server/glama%2FShubhenduVaid%2Fflipbook"><img src="https://mcptoplist.com/badge/glama%2FShubhenduVaid%2Fflipbook.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
ShubhenduVaid
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains video-qa?
- video-qa is maintained by ShubhenduVaid, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is video-qa listed on the Official MCP Registry?
- video-qa is not on the Official MCP Registry. It is listed on Glama.
- How many versions does video-qa have?
- video-qa ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for video-qa?
- The source code for video-qa is hosted at github.com/ShubhenduVaid/flipbook.
Do you run this server?
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