Open-source Deep Research

Searching YouTube from your AI Agent

Turn demos, talks, and tutorials into cited research inputs for agent workflows.

Video evidence joins written sources

YouTube can contain demos, conference talks, walkthroughs, and product reactions that never become articles. AutoSearch lets agents include cited videos alongside papers, docs, repositories, and community discussions.

Useful for implementation discovery

Technical videos often show setup steps, failure modes, and real product behavior. AutoSearch can surface those clips for an agent before it plans an integration, evaluates a tool, or drafts a tutorial.

Compared across source channels

Video content needs corroboration. AutoSearch can compare YouTube results with GitHub, docs, Reddit, Hacker News, Twitter, and Chinese sources, helping agents distinguish polished demos from repeated user evidence.

How it fits

AutoSearch adds YouTube to the channels an MCP-capable agent can research. The agent asks for videos on a topic, AutoSearch gathers cited clips and related sources, and the agent extracts demos, claims, and practical steps. This is helpful for technical tutorials, market research, product education, and competitive analysis where visual evidence can reveal details that text sources miss.

Try this prompt

Search YouTube for recent MCP setup demos.
Compare cited videos with official docs and GitHub examples, then list reliable steps.