SEO Experts
FreeNot checkedEnables AI assistants to query distilled SEO expert tactics from public content, returning actionable insights linked to original source videos.
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 summaryquery_seo_experts— filter tactics by topic / keyword / expert; every result links to the source videoget_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.
Install SEO Experts in Claude Desktop, Claude Code & Cursor
unyly install seo-experts-mcpInstalls 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/expertsFAQ
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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