A GEO MCP is a plug-in server that gives an AI agent generative engine optimisation tools, so the agent can check how ready a website is to be found and quoted by AI search.
MCP means Model Context Protocol, the open standard that lets agents like Claude Code and Hermes Agent use outside tools.
GEO means generative engine optimisation, which is getting your business, or your client's business, named when someone asks Google AI, Gemini or ChatGPT a question.
If you run an agency, a local business or a creator brand, the real question isn't what a GEO MCP is, though.
The real question is whether it saves you time on client work, and where it fits next to the workflow that actually gets businesses named.
I'll answer both, using only what each GEO MCP's own README says and what I show in my own video.
My number one pick is my own Agent OS, so yes, this is my own list, and I'll show you why it ranks above the community repos.
If you want my team to look at your own AI visibility first, book a free one-to-one GEO, AEO AI audit and leave with a custom game plan.
GEO MCP Options Ranked For Businesses
Here's my ranking, so you can see the answer before the detail.
| Rank | Option | What it is | Best for |
|---|---|---|---|
| 1 | Agent OS (my own, inside the AI Profit Boardroom) | My agent dashboard running the Search Console and SEO skill workflow from my video. | Agencies and owners who want the whole GEO workflow in one place. |
| 2 | Hermes Agent on its own | The free, open-source agent running the same process without my dashboard. | Owners who want to try the workflow for free first. |
| 3 | tmolavi/mcp-geo-server | A Python MCP server that runs three-pillar audits across technical SEO, entity AEO and GEO readiness. | Agencies that want detailed audit findings with evidence labels. |
| 4 | jpurnell/GeoSEOMCP | A Swift MCP server with 29 offline scoring tools for text you supply. | Teams on Macs who want the same score every time. |
| 5 | SEOSiri-Official/aeo-geo-mcp | A local-first Python MCP server with 10 AEO and GEO tools. | Quick llm.txt and schema density checks. |
| 6 | henu-wang/geoscore-mcp | A JavaScript wrapper for the hosted GEOScore scanning service. | Hosted scans, but only if the service is up. |
My Agent OS sits first because the money in GEO work comes from knowing what to publish for a client, not from one more audit score.
The four repos are ranked by how complete their READMEs are and how recently they were updated.
I haven't run them on client sites myself, so everything below about them comes from their own READMEs and GitHub data I pulled on 19 October 2026.
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Why Businesses Are Asking About GEO MCP Servers
Search has changed in a way that hurts most local and service businesses.
Old SEO gave you ten blue links, and even position seven got a few clicks.
AI answers usually give a short list of maybe one to three names, and there's no room for number seven.
So business owners want to know quickly whether their site is even readable by AI search.
A GEO MCP promises that quick check, because the agent can run a stack of tests in one go.
That's a fair use, as long as you know the check is the start of the job and not the job.
5 Real Ways A Business Or Agency Can Use A GEO MCP
These are practical jobs a GEO MCP is suited to, based on what the tools in each README actually do.
Use 1: Prepare the technical half of a client audit
Before a client call, an agent with a GEO MCP can check robots.txt for AI crawler access, validate schema and review heading structure.
The tmolavi server's README lists AI crawler directives for GPTBot, ClaudeBot and PerplexityBot as part of its technical pillar.
That saves your strategist from doing the boring checks by hand.
Your strategist still has to explain what it means for the client's business.
Use 2: Check a prospect's site before a sales conversation
An agency can run a quick GEO readiness check on a prospect's homepage and main service page.
You then walk into the call knowing whether AI crawlers are blocked and whether the schema matches the page.
I'd only use read-only tools for this, and only on public pages.
Use 3: Score passages before you publish
The GeoSEOMCP README includes tools that score how quotable a passage is and check content statistics like readability.
An agency writer can paste a draft in and see which paragraphs are too vague to be quoted.
That's useful, but a quotable paragraph still needs a real fact or case study inside it.
Use 4: Run a monthly AI-visibility health check
A local business can ask its agent to re-run the same audit every month on its top five pages.
If a theme update breaks schema or a robots.txt change blocks a crawler, the agent spots it.
Use 5: Hand clean technical fixes to a developer
Some tools generate fixes, such as schema templates or an llms.txt file.
An agency can hand those to a developer as a starting point, after checking them by hand.
Google's AI features and your website page says you don't need AI text files or special schema to appear in AI Overviews or AI Mode, so I'd treat llms.txt as optional.
📞 Want us to run the business side of this with you? Book a free AEO SEO strategy session and my team will look at your site, your competitors and the keywords you're closest to winning. → Get your custom game plan for Google and AI search
The Workflow That Actually Gets Businesses Named
Here's the bit most GEO MCP articles skip.
In my video, the workflow I use to get named in AI answers doesn't use a GEO MCP at all.
It uses an agent, my Google Search Console data and an SEO skill.
I run it from my Agent OS or from Hermes Agent directly, and Hermes Agent is free and open source.
| Step | What I do | Why a business should copy it |
|---|---|---|
| 1 | Export Google Search Console data to a CSV file for free. | It shows what Google already trusts your site for. |
| 2 | Ask Hermes to analyse it and give keyword and topic ideas to rank inside AI search engines. | You get topics based on what's actually working, not guesses. |
| 3 | Give Hermes an SEO skill and access to the site, then publish from a case-study angle. | Real case studies are what AI answers can't get anywhere else. |
In step two, Hermes builds a report that shows clicks, brand share of clicks, non-brand click-through rate and the month's clicks, plus a verdict on the best pages.
I'm honest in the video that this is Google organic data, because Google and the AI engines don't report AI traffic well yet.
My demo prompt in step three asks Hermes to create an SEO article using the SEO skill for the keyword "GEO examples" and publish it to aiprofitboardroom.com.
My SEO skill is a checklist of roughly 100 points, and it writes everything from a case-study angle.
For an agency, this is the part you can actually package, because it turns a client's own data into a content plan.
The second video below shows real GEO examples from my own screens, including a normal service business.
You can read the full breakdown of those wins in my GEO examples post.
🚀 Ready to put GEO MCP For Agencies to work in your business? Inside the AI Profit Boardroom you get step-by-step video trainings, my installable Agent OS and four coaching calls a week with 3,400+ members building real automations. → Join the AI Profit Boardroom
What The Four GEO MCP Repos Offer A Business
Here's each repo in business terms, taken from its own README.
| Repo | Cost to run | Setup effort | What a business gets |
|---|---|---|---|
| tmolavi/mcp-geo-server | Free, MIT licence. | Medium, because it's Python. | Full audits of a URL or raw HTML with evidence labels on every finding. |
| jpurnell/GeoSEOMCP | Free, MIT in the README. | Higher, because it needs Swift 6.2 and macOS 14. | 29 offline scoring tools that never fetch a URL themselves. |
| SEOSiri-Official/aeo-geo-mcp | Free, MIT licence. | Medium, because it's Python. | 10 tools including llm.txt audits, a 0 to 100 readiness score and schema density checks. |
| henu-wang/geoscore-mcp | Free tier plus Pro keys for some tools. | Low on paper. | Hosted scans, fix generation and AI citation checks, if the service is reachable. |
A few honest notes from my checks on 19 October 2026 matter for anyone planning client work.
- The tmolavi README installs from PyPI, but I couldn't find the package on the public PyPI index that day, so you may need the repo source.
- The GeoSEOMCP README says no tool fetches a URL, so your agent has to supply the page text, which keeps results repeatable.
- The SEOSiri README is short and installs from the repo with
pip install -e .. - The GEOScore repo hasn't been updated since 5 March 2026, geoscoreai.com returned an error when I tried it, and I couldn't find the package on npm.
That last point is why I'd never build a client service on a single small community tool.
Safety: Review Before You Point It At Client Sites
This matters more for agencies than anyone, because you're handling other people's websites.
An MCP server is code that runs and acts for your agent.
Anthropic's Claude Code MCP docs say to verify you trust each server before connecting it, and they warn about prompt injection from servers that fetch outside content.
The Hermes Agent MCP docs say you should read what an entry installs and runs before you install it.
Here's the review I'd want any agency to do.
- Read the README and the source code, and list which tools read, which tools write and which tools call outside services.
- Check the licence and when the code was last updated.
- Test it on your own site before any client site.
- Register only the read-only tools you need.
- Never give a test MCP the same access your agent uses to publish to client sites.
How To Add A GEO MCP To Claude Code Or Hermes
The setup is short once you've reviewed the server.
In Claude Code, Anthropic's docs use claude mcp add --transport http <name> <url> for a remote server and claude mcp add <name> -- <command> [args...] for a local one.
You can then check it with claude mcp list or type /mcp inside Claude Code.
In Hermes, the docs say you add the server under mcp_servers in ~/.hermes/config.yaml with a command and args, or a url for a remote server.
Hermes then discovers the tools when it starts, and you can limit them with tools: include: so only reviewed tools load.
The exact launch command for each server comes from that server's own README, not from me.
📞 Would rather skip the setup and get the plan? Claim a free one-to-one GEO, AEO AI audit and we'll explain why competitors show up in AI answers more often than you. → Book the free call
Fact-Checking Is Part Of The Service
If an agency uses AI anywhere in GEO work, fact-checking has to be part of what it sells.
Google updated its page on using generative AI content on 1 October 2026.
It says it's "critical to manually factcheck and review all AI-generated content" before you publish it.
Google says that review covers titles, meta descriptions, structured data and image alt text too.
So if a GEO MCP generates schema or meta tags for a client, a human still checks them before they go live.
What I've Seen From This Approach
These results are from my own screens in the video, and they aren't a promise for your business.
- For "best geo expert", my content shows in the Google AI answer at the top and ranks first organically.
- For "best AI community", my community ranks first inside Google AI and is listed twice.
- One of my sites went from zero to more than 1,300 clicks a day, and two other sites are on the same path.
AI Mode also sends real traffic, which I show in the video.
Where The AI Profit Boardroom Fits
🔥 Want the Agent OS and SEO skill I use for this? Inside the AI Profit Boardroom, you get the Agent OS, my SEO skill checklist, the AI SEO automation section, four coaching calls a week and a member map with 3,400+ members. → Get access here
In the video I also say that members can DM me and I can even take a look at their website.
Limits Every Business Should Know
- Every GEO MCP I found is a small community project with between zero and three stars.
- A readiness score is a proxy, and it can't tell you what an AI answer will say.
- Nobody can guarantee you'll be named in an AI answer, and that includes me.
- A tool that generates fixes still needs a human to check them before they go live.
Related Reading
- See which free GEO audit options are worth your time.
- Compare the GEO agencies I'd look at if you'd rather hire it out.
- Follow my step-by-step guide to doing GEO for a website.
Also On Our Network
- 🌐 A step-by-step GEO MCP setup for Claude Code and Hermes
- 🌐 The GEO MCP servers scored one by one
- 🌐 How a GEO MCP fits an Agent OS workflow
- 🌐 The models that drive GEO MCP tools, benchmarked
FAQ: GEO MCP For Businesses
What is a GEO MCP in plain English?
It's a tool server your AI agent connects to through the Model Context Protocol.
It gives the agent GEO checks such as AI crawler access, schema completeness and how quotable a passage is.
Can an agency use a GEO MCP for client audits?
Yes, a GEO MCP can speed up the technical side of a client audit.
It can't replace the strategy, the client's own Search Console data or real case studies, and you should review the server's code first.
Are GEO MCP servers free?
Three of the four repos I found are free, open-source code you run yourself.
The GEOScore MCP wraps a hosted service where some tools need an API key, and its site didn't load when I checked on 19 October 2026.
Which GEO MCP is best for a business?
On my own list, Agent OS ranks first because it runs the full Search Console and SEO skill workflow from my video.
Among the community repos, tmolavi/mcp-geo-server has the most complete README.
Will a GEO MCP get my business into AI answers?
No tool can guarantee that.
Getting named depends on real content, consistent facts across the web and pages that already rank.
Is the free strategy session a written GEO report?
No, it's a free one-to-one call rather than a written report.
My team looks at your site, your competitors and the keywords you're closest to winning, then gives you a custom game plan.
📺 Video notes + links to the tools 👉
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About Julian
I'm Julian Goldie, an SEO entrepreneur, author and founder of the AI Profit Boardroom, which has 3,400+ members.
I help business owners scale with AI agents, automation and SEO.
- I started Goldie Agency on my own, and it is now a 7-figure SEO and link-building agency with 70+ people.
- I've grown my YouTube channel to 400,000+ subscribers.
- I wrote "Link Building Mastery".
- My Udemy courses have taught 29,000+ students.
→ Get my best AI training inside the AI Profit Boardroom
Use your client's own data first, book a free strategy session when you want a second opinion, and treat any GEO MCP as a time-saver for the checks rather than the whole service.
