Mmcp.market

AEO/GEO by VibeSEO MCP server

by vibeseo.dev·dev.vibeseo/geo·v0.1.0

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

A95/100grade A
What users say
No reviews yet
Be the first
Safety scan
A95/100

full report

Adoption
Growing

0 stars

Reviews

Write one

Nobody has reviewed AEO/GEO by VibeSEO yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

AEO/GEO by VibeSEO tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 120ms (auth required)20/20
  • Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identitynamespace and repository owner differ; GitHub account older than a year; website matches verified namespace7/10
Overall 95/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the AEO/GEO by VibeSEO repository's README, as published. We do not edit it. Read it on GitHub

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

  1. 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).
  2. Open the GEO setup page and follow the link for your client.
  3. Authorize with OAuth when your client opens the consent screen.
  4. 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

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

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Install directly

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

AEO/GEO by VibeSEO: common questions

Is AEO/GEO by VibeSEO MCP server safe?
Yes, by our scan: it is graded A (95/100). Read the AEO/GEO by VibeSEO safety report
How do I install AEO/GEO by VibeSEO?
It runs remotely at geo-mcp.vibeseo.dev. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does AEO/GEO by VibeSEO need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is AEO/GEO by VibeSEO maintained?
The last commit was in the last day (2026-09-24). The latest release is v0.1.0.
Is AEO/GEO by VibeSEO up?
100% of our last 1 checks got an answer. We check remote servers about four times a day.
What can I use instead of AEO/GEO by VibeSEO?
Servers from other publishers that do the same job: MaxAEO AI Visibility MCP server, Notra MCP server and 中文 AI 可引用性(GEO/AEO)体检 MCP server. Compare all AEO/GEO by VibeSEO alternatives.

Alternatives to AEO/GEO by VibeSEO

Same job from other publishers: the closest match first, then the best rated.

All AEO/GEO by VibeSEO alternatives →
  • MaxAEO AI Visibility MCP
    Local-first MCP server for AI visibility, GEO/AEO, llms.txt, and AI crawler readiness audits.
    A
  • Notra
    Access the Notra API for posts, brand identities, integrations, schedules, and GEO.
    A
  • 中文 AI 可引用性(GEO/AEO)体检
    中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用:可引用性审计、信源池占位探测、五大指标测量、修复计划
    A
  • MCP Server
    Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites
    A
  • Bharatlas
    Query India's open geo data, and author collect maps: register a link, moderate, publish.
    A

More from vibeseo.dev