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SEO Experts

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Enables AI assistants to query distilled SEO expert tactics from public content, returning actionable insights linked to original source videos.

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About

Enables AI assistants to query distilled SEO expert tactics from public content, returning actionable insights linked to original source videos.

README

Query the distilled point of view of real SEO experts, straight from your AI assistant.

This MCP server gives Claude, Cursor, or any MCP client a set of tools to ask "what does [SEO expert] actually say about [topic]?" and get back concrete, actionable tactics, each linked to the expert's original source video.

Built by That's Heaps, a fractional growth consultancy specialising in SEO and GEO (getting brands cited by AI answer engines).

What's in it

Each expert is a separate "brain": their public content, transcribed and distilled into topic-tagged tactics.

Expert Source Tactics
Harry Sanders (@harrysandersseo, StudioHawk) 200 Instagram reels 639

More experts are added over time. Each stays a distinct voice, never blended.

Tools

  • list_seo_experts — who's in the corpus, with each expert's POV summary
  • query_seo_experts — filter tactics by topic / keyword / expert; every result links to the source video
  • get_expert_pov — an expert's signature view and where their corpus is rich vs thin

Install

Requires Node 22+.

git clone https://github.com/thatsheaps/experts.git
cd experts && npm install

Add to your Claude Code / Claude Desktop MCP config:

{
  "mcpServers": {
    "seo-experts": {
      "command": "node",
      "args": ["/absolute/path/to/experts/server.mjs"]
    }
  }
}

Then ask your assistant things like "query the SEO experts on GEO" or "what's Harry Sanders' take on link building?".

Attribution & how this was made

Every tactic links back to the expert's original video. These are distillations of public content, published to point people toward each expert's work, not to replace it. If you're one of the featured experts and want changes or removal, open an issue or email [email protected] and we'll action it promptly.

Method: public content scraped, transcribed (Whisper), distilled into tactics (Claude), stored as a queryable SQLite brain per expert. The same pipeline That's Heaps uses to ground client SEO/GEO work in real practitioner POV.

License

MIT (code). Distilled tactics remain the intellectual output of the named experts; this tool indexes and links to their work.

from github.com/thatsheaps/experts

Install SEO Experts in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE
unyly install seo-experts-mcp

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add seo-experts-mcp -- npx -y github:thatsheaps/experts

FAQ

Is SEO Experts MCP free?

Yes, SEO Experts MCP is free — one-click install via Unyly at no cost.

Does SEO Experts need an API key?

No, SEO Experts runs without API keys or environment variables.

Is SEO Experts hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install SEO Experts in Claude Desktop, Claude Code or Cursor?

Open SEO Experts on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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