Real AI agent use cases, with sources and setup prompts

Give coding agents real SEO data through an MCP

Built an SEO MCP so Claude Code and ChatGPT get real site numbers instead of guessing and hurting rankings.

Free tier1 weekIntermediateSource linked

Source

@sidi_jeddou_dev on X · 2026-09-27

Written in our own words. Credit to the original author. Link checked 2026-10-15.

What they did

Built an SEO MCP so Claude Code and ChatGPT get real site numbers instead of guessing and hurting rankings.

Result (as claimed)

Demoed as Ahrefs-for-agents style MCP for agents.

Tools they used

Claude Code

Cost: Claude Code: free plan, paid from $17/mo. Checked 2026-10-14.

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. 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: Give coding agents real SEO data through an MCP
What the original author did: Built an SEO MCP so Claude Code and ChatGPT get real site numbers instead of guessing and hurting rankings.
Reported result (as claimed by the author): Demoed as Ahrefs-for-agents style MCP for agents.
Source: https://x.com/sidi_jeddou_dev/status/2104269491735535987
Tools they used: Claude Code
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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