Real AI agent use cases, with sources and setup prompts

Connect an SEO audit tool to your agent over MCP so it fixes the issues

A developer built a tool that lists every SEO issue on his site, then connected it over MCP so his agent can read the issues and fix them.

$17/mo1 hourIntermediateSource linked

Source

@paulund on X · 2026-10-19

Written in our own words. Credit to the original author. Link checked 2026-10-19.

What they did

A developer built a tool that lists every SEO issue on his site, then connected it over MCP so his agent can read the issues and fix them.

Result (as claimed)

He now checks and fixes SEO every day instead of ignoring it.

Tools they used

Cost: Claude Code: from $17/mo.

Set it up

  1. Pick one goal and metric

    For example replies to outreach, ad ideas per week or landing page conversion.

  2. Set up the tools

    Open Claude Code, MCP. Load your offer, audience and examples of what already works.

  3. Generate, then review

    Have the agent research and draft. You approve every message, post or ad before it goes out.

  4. Measure and iterate

    Track the metric for a week, keep what works and feed the results back into the prompt.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Connect an SEO audit tool to your agent over MCP so it fixes the issues
What the original author did: A developer built a tool that lists every SEO issue on his site, then connected it over MCP so his agent can read the issues and fix them.
Reported result (as claimed by the author): He now checks and fixes SEO every day instead of ignoring it.
Source: https://x.com/paulund/status/2112106240105169351
Tools they used: Claude Code, MCP
Category: Marketing & growth

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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Guides for this use case

How to vibe code an app with Claude Code · How to build AI agents for SEO and ads · How to build an MCP server for AI agents

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