Local MCP
The FOSS path runs in the calling agent environment and exposes transcript, section, metadata, language, and stream-session tools.
TubeBrain.ai
Long technical video into agent-ready research packets.
The current MVP focuses on one valuable data flow: take a timestamped YouTube URL, retrieve the relevant transcript section, summarize it, extract references, and hand the browser the articles to open.
Live demo target
MVP sprintSource
https://www.youtube.com/watch?v=Rzi7oFTzjac&t=2449s
Harness prompt
“summarize the section about gstack and open all the articles described in my browser to read.”
Timestamped video
Transcript section
Agent packet
Browser actions
MVP Surface
TubeBrain is local-first today. The hosted product surface is being built around the same semantics, not a separate black-box transcript service.
tubebrain.ai
The hosted path is being shaped as the low-friction product surface for demos, design partners, and managed workflow delivery.
Research Packet
The MVP output is a focused section with timestamps, summary-ready context, extracted references, and explicit browser-open actions.
Design Partner Pilot
The first paid pilot is narrow: prove that long technical media can become a reliable research workflow for agents and humans.
Deliverable
A repeatable research packet from one technical video or channel workflow.
Buyer
Researchers, analysts, educators, and technical content teams.
Proof
The GStack timestamp demo through local MCP and a hosted product narrative.
Boundary
No broad self-serve SaaS claims until the hosted backend, auth, and policy exist.
Pilot the workflow
Bring one hard research video, one workflow, and one definition of a useful packet.