SEO Experts MCP
by thatsheaps
README.md
# That's Heaps — SEO Experts MCP
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](https://thatsheaps.com), 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+.
```bash
git clone https://github.com/thatsheaps/experts.git
cd experts && npm install
```
Add to your Claude Code / Claude Desktop MCP config:
```json
{
"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 hello@thatsheaps.com 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.
TDQS
A4.4/5.0
Scored across 3 tools
Disambiguation5/5
Each tool has a clear, distinct role: listing experts, querying tactics, and retrieving a specific expert's POV. There is minimal overlap, and the descriptions reinforce the boundaries.
Naming Consistency4/5
Tool names follow a verb-first pattern with snake_case, but mix verbs (list, query, get) and object naming (seo_experts vs expert_pov). This is still predictable and readable, with only minor deviations.
Tool Count5/5
Three tools is well-scoped for a niche knowledge-query server. Each tool fills an essential role without redundancy or bloat.
Completeness5/5
The tool set covers the full discovery and query lifecycle: list to see options, query to search tactics, and get for deep-dive POV. No obvious missing operations for the stated purpose.
Maintenance
ActivityStale
ResponsivenessNo issues