New data: Google AI cites YouTube in 45% of answers. ChatGPT, never.

MCP use cases

MCP use cases: one command, real data

Ready-made commands for Claude, ChatGPT or Cursor connected to the Howseen MCP server. Paste one, get the answer from your own AI visibility data.

Raphaël AubryBy Raphaël Aubry, founder of Howseen AI · Updated

Use cases

8

ready to paste

MCP tools

26

read + confirmed actions

Assistants

5

Claude, Claude Code, ChatGPT, Codex, Cursor

Use cases

Pick a workflow

Each use case is one plain-English command that Claude, ChatGPT or Cursor runs with your Howseen data; your assistant picks the right tools by itself.

Weekly AI visibility reviewWhat changed, your gaps, your easiest wins and what to do this weekFind the questions competitors winEvery buyer question where AI names a rival and not youSites to get listed onThe pages AI already cites, ranked easiest firstWrite and publish the fixDraft the article for your biggest gap, publish on your OK, request indexingExplain a visibility dropWhat moved since the last scan, and the likely reasonExpand your buyer questionsReal questions you do not track yet, added on your OKClient report for agenciesVisibility, competitors and a branded share link per clientCheck your articles are indexedWhich published articles Google and Bing have, and which need a push

“Think of MCP like a USB-C port for AI applications.”

MCP is the open protocol Anthropic open-sourced in November 2024 (Anthropic, Introducing the Model Context Protocol (November 2024)), and OpenAI documents how ChatGPT connects to remote MCP servers (OpenAI, Connectors and MCP servers). Setup for Claude, ChatGPT and Cursor; all tools on the MCP server page.

Which questions name a competitor instead of you?

The 3-day free trial runs your buyer questions and shows who AI names. Cancel in 1 click.

Proof

Run on our own brand first

On October 5, 2026, across 50 real buyer questions, a competitor was named in 45 and Howseen was not.

That is why we start with find the questions competitors win. Our study of 5,331 AI answers shows why each engine needs its own look: YouTube was cited in 45% of Google AI Overviews and in 0 of 1,164 ChatGPT answers.

Questions, answered

What is an MCP use case?+

A ready-made plain-English command that an AI assistant runs with the Howseen MCP tools, such as a weekly review or publishing the article that wins back a question.

Do I need the MCP server?+

Yes: connect Howseen to Claude, ChatGPT or Cursor first. It is included from Pro and in the 3-day trial.

Can a use case change my account?+

Only with a key that has actions enabled, and only after you confirm each previewed change.

Can I build my own workflow?+

Yes. Ask anything in plain English: your assistant picks among the 26 Howseen tools by itself.

Ask your assistant where AI picks a competitor

Start a 3-day free trial, then connect Howseen and run your first use case.

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