Connect Focal to Claude (or Any MCP Client): YouTube Verdicts Inside Your AI Workflow

7 min read · June 26, 2026

If you already talk to Claude or ChatGPT throughout your day, switching to a browser tab to check a video's verdict is a context switch you don't need. Focal connects directly to MCP clients, so you can ask "what's the verdict on this video?" inside the same conversation you're already having — no tab, no copy-pasting a link into a separate tool.

Here's what that connection actually does, and how to set it up.

What MCP Is, Briefly

MCP (Model Context Protocol) is an open standard that lets AI assistants call out to external tools and data sources during a conversation, instead of being limited to what they already know. When you connect Focal as an MCP server, your assistant gains the ability to actually query your Focal account mid-chat — not guess at what a video might contain, but pull your real verdict, summary, and feed data.

What You Can Ask For

Once connected, Focal exposes a small set of tools your assistant can call:

• Get a video's analysis. Paste a YouTube link or video ID into the chat and ask for the verdict — if Focal has already analyzed it, you get the Watch/Skim/Skip call, density score, gist, and key moments back immediately, right in the conversation.
• Pull your feed. Ask your assistant to summarize what's new in your Focal feed — the videos already matched to your lenses, newest first, each with its own verdict and key moments.
• Look up a specific feed item. Reference something from your feed directly and have your assistant pull the full detail without you needing to open the dashboard.
• Mark items as seen. Clear items out of your feed from inside the conversation once you've dealt with them.

One thing worth being precise about: the MCP connector reads results Focal has already produced — it doesn't trigger a brand-new analysis of a video on demand. If you want a video analyzed for the first time, that still happens through the extension or dashboard; the assistant then has access to the result once it exists.

Setting It Up

1. Open Integrations in your Focal dashboard and find the Claude / ChatGPT (MCP) card.
2. Generate a Focal API key — this is what authenticates your assistant to your account, separate from your regular login.
3. Add Focal as an MCP connector in your client of choice, using the provided URL and your key as a bearer token.
4. Start a conversation and ask about a video you've already analyzed, or ask what's new in your feed.

The connection is scoped to your account only — your assistant sees the same data you'd see in the dashboard, nothing more, and you can revoke the key at any time if you stop using a particular client.

Why This Is Worth Setting Up

The actual workflow win isn't novelty — it's reducing the number of tools you have to open to get an answer. If you're already drafting something in a chat with Claude and someone shares a YouTube link relevant to it, you can ask for the verdict without leaving that conversation, breaking your flow, or losing context on what you were doing. The verdict shows up exactly where you're already working.

It also means your feed becomes queryable in natural language. Instead of scrolling through a list, you can ask "anything in my feed about negotiation tactics this week?" and get an actual answer pulled from real data, not a guess.

MCP isn't a separate product bolted onto Focal — it's the same verdicts, summaries, and feed you already have, made reachable from wherever you're actually working. If that's a chat with Claude more often than it's a browser tab, this is how you keep it there.