AEO/GEO by VibeSEO

Name: AEO/GEO by VibeSEO
Author: sultanlive

by sultanliveversion 0.1.0i★ –iRuns in the cloud

Registry namedev.vibeseo/geo

Install

Overview

Description from the maker (original English)

Track brand visibility in ChatGPT, Gemini and Google AI answers: competitors, cited sources, checks.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Other

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://geo-mcp.vibeseo.dev/mcp

Run this in your terminal

claude mcp add --transport http geo https://geo-mcp.vibeseo.dev/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "geo": {
      "url": "https://geo-mcp.vibeseo.dev/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "geo": {
      "type": "http",
      "url": "https://geo-mcp.vibeseo.dev/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://geo-mcp.vibeseo.dev/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain vibeseo.dev (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 32744 servers in this category
Published to the registry more recently than 48% of the other 32744 servers in this category
Basic checks equal to or better than 100% of the other 32744 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is AEO/GEO by VibeSEO safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 44 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Date Math

Alternatives

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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

Runs on your computer★ 440MITUpdated 14 months ago

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Remote Desktop Commander

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Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated 2 days ago

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Date Math

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Exact date/time math for agents: business days, holidays, time zones, cron, RRULE, SLA. x402 paid.

Runs in the cloudUpdated today

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

AEO/GEO by VibeSEO — MCP server

Model Context Protocol server for AI search visibility: see how ChatGPT, Gemini, Google AI Mode and Google AI Overviews answer your questions, and whether they mention your brand.

Connect Claude, ChatGPT, Cursor, VS Code, or a CLI client to the VibeSEO GEO server. Then ask which brands AI answers name for the questions you track, how you compare with competitors, which pages those answers cite, and run fresh checks when you need them.

Server URL: https://geo-mcp.vibeseo.dev/mcp
Transport: Streamable HTTP
Auth: OAuth 2.1 with PKCE, scope mcp:tools
Landing & setup: vibeseo.dev/geo-mcp
Registry name: dev.vibeseo/geo

Install

The GEO server is a remote, OAuth-secured server. Add this to your client's MCP config:

"mcpServers": { "vibeseo-geo": { "url": "https://geo-mcp.vibeseo.dev/mcp" } } }

One-click install:

CLI clients (Claude Code, Gemini CLI, Codex CLI) and manual snippets: see Supported clients.

Quick start

Create a VibeSEO account at vibeseo.dev and set up GEO for a project in the web onboarding (brand, competitors, topics and the first questions).
Open the GEO setup page and follow the link for your client.
Authorize with OAuth when your client opens the consent screen.
Ask your assistant about your brand in AI answers, in natural language.

A project is configured once in the web app. If it is not set up yet, the server says so and returns the setup link instead of guessing. After that, everything — including new topics and questions — works from chat.

What you can do from chat

Area	What it covers
🧭 Status & setup	Whether a project is configured for GEO, what the account can run, and the state of daily monitoring.
❓ Topics & questions	Topics with their market, tracked questions, and the competitors tracked in answers.
⚡ Checks	Estimate the cost, collect fresh answers from ChatGPT, Gemini, Google AI Mode and Google AI Overviews, and follow the batch until it settles.
💬 Answers	Every collected answer with the brands it mentions, your brand's position, the full text and the sources it cited.
📈 Visibility analytics	Visibility, share of voice and position per brand, engine and topic over 7, 30 or 90 days, with competitor comparison.
🔗 Sources & gaps	The sites and pages AI answers cite, which brands each page mentions, and the independent pages that name competitors but not you.
🕵️ Brand perception	How answers characterise your brand: tone, recurring associations and objections, and the answers behind each.
🤖 Crawler access	Whether OpenAI, Perplexity, Anthropic and Google crawlers can reach and read your pages, with a fix per check.

The live tool set evolves. For the exact, up-to-date list, run tools/list against https://geo-mcp.vibeseo.dev/mcp.

How checks work

Status first. The assistant reads the project status before anything else.
Estimate, then start. A check is previewed for cost and eligibility before it runs. Each question on each engine costs one credit.
Answers arrive in minutes. Collection is asynchronous: a check returns a batch id, and answers usually arrive within one to ten minutes. The assistant polls the batch until no run is pending.
Read, compare, act. Answers, the overview, competitor comparison, cited sources and gaps come from the same data the VibeSEO app shows.

Plans & access

The tools collect answers from AI engines on your behalf, so they need a VibeSEO account with GEO access:

	Free trial preview	GEO Pro	SEO + GEO
Price	$0	$189/mo	$299/mo
Answer collection	One collection: up to 30 questions, 120 answers	Daily, on all four engines	Daily, on all four engines
Reports (visibility, sources, perception, crawler check)	7 days	✅	✅
Credits per month	—	15,000	15,000
Sites	1	5	20
Classic SEO tools (VibeSEO MCP)	—	—	✅

One credit is one question, on one AI engine, for one day — for example, 25 questions × 4 engines × 30 days = 3,000 credits. Current plans: vibeseo.dev/pricing. If a request needs something your plan does not include, the tool result explains what is missing and links to the pricing page.

Supported clients

Claude (web & desktop) — Connectors page or claude_desktop_config.json
ChatGPT — custom MCP connector with OAuth
Cursor — one-click install via deeplink, or ~/.cursor/mcp.json
VS Code — one-click install via deeplink, or .vscode/mcp.json
Claude Code (CLI) — claude mcp add --transport http vibeseo-geo https://geo-mcp.vibeseo.dev/mcp
Gemini CLI — extension: gemini extensions install https://github.com/sultanlive/vibeseo-geo-mcp, or server only: gemini mcp add --transport http vibeseo-geo https://geo-mcp.vibeseo.dev/mcp
Codex CLI — codex mcp add vibeseo-geo --url https://geo-mcp.vibeseo.dev/mcp
Generic HTTP MCP client — point at the URL, let it complete OAuth discovery

Full per-client install instructions: docs/setup.md.

Example prompts

Visibility check

"How visible is my brand in ChatGPT answers this month, and where did we lose ground?"

→ The assistant reads the 30-day overview and the competitor deltas: mention rate, average position, and the topics that carry the change.

Source gaps

"Which pages do AI answers cite for my topic that mention competitors but not us?"

→ The assistant lists the cited pages with the brands each one mentions and how many answers cite it.

Fresh answers

"Re-check my five comparison questions on ChatGPT and Gemini and tell me when the answers are in."

→ The assistant previews the cost, starts the batch, follows it until it settles, and summarises which answers mention you.

Relationship to the VibeSEO MCP server

VibeSEO runs two MCP servers on the same account and the same OAuth sign-in:

	Server	Covers
VibeSEO (`dev.vibeseo/vibeseo`)	`https://mcp.vibeseo.dev/mcp`	Keywords, domains, backlinks, site audits, Search Console, content workflow — sultanlive/vibeseo-mcp
AEO/GEO by VibeSEO (`dev.vibeseo/geo`)	`https://geo-mcp.vibeseo.dev/mcp`	AI answer engines: tracked questions, answers, visibility, cited sources, perception, monitoring — this repo

Connect one or both. The GEO server keeps a focused catalogue so an assistant that only needs AI-search tracking is not handed SEO tools.

Authorization

Auth is OAuth 2.1 with PKCE. Your assistant gets a token scoped to mcp:tools, tied to your VibeSEO account. Authorized clients are listed under "Connected clients" on the GEO setup page, and disconnecting a client revokes its access immediately.

OAuth flow details: docs/oauth.md.

Project links

Product: vibeseo.dev
GEO MCP page: vibeseo.dev/geo-mcp
MCP server: https://geo-mcp.vibeseo.dev/mcp
OAuth issuer: https://api.vibeseo.dev
Issues: github.com/sultanlive/vibeseo-geo-mcp/issues

License

MIT — see LICENSE.

Built by @sultanlive. VibeSEO is a hosted platform; this repo is documentation for its public GEO MCP server. Server source is not open.

AEO/GEO by VibeSEO

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

Date Math

README from the maker

AEO/GEO by VibeSEO — MCP server

Install

Quick start

What you can do from chat

How checks work

Plans & access

Supported clients

Example prompts

Relationship to the VibeSEO MCP server

Authorization

Project links

License