MCP Check
AEO/GEO by VibeSEO
dev.vibeseo/geo
About AEO/GEO by VibeSEO
AEO/GEO by VibeSEO is an MCP server published by vibeseo.dev. Track brand visibility in ChatGPT, Gemini and Google AI answers: competitors, cited sources, checks.
It is hosted by the publisher at one address, so there is nothing to install: your AI client connects to it over the internet.
It asks for no keys or passwords.
Version 0.1.0 was published on 24 September 2026, and the source code is public, so you can read it before installing.
Written from the registry entry. 6 automated checks on registry metadata: 3 pass, 0 warn, 0 fail, 3 info. How we check.
What it asks for
This server declares no environment variables, so it asks for no keys or settings.
Checks
| Check | Result | Detail |
|---|---|---|
| Source repository linked | Pass | https://github.com/sultanlive/vibeseo-geo-mcp |
| Remote uses HTTPS | Pass | All remote endpoints use https:// |
| Secrets requested | Info | Asks for no secrets |
| Namespace ownership | Info | Name verified via domain vibeseo.dev |
| Registry text aimed at the AI | Pass | Description and settings contain no hidden characters or instructions to the AI |
| Tool descriptions read | Info | Needs sign-in before it lists its tools, so they could not be read |
Popularity & health: 45 / 100
Worked out from public numbers and our own checks, not from user reviews or ratings. It says how used and how looked-after a server is, not whether it is safe.
0 forks, 0 merged pull requests. Sources: GitHub, npm, PyPI (pypistats.org) and Hacker News (Algolia), fetched 2026-10-31.
What people say
No Hacker News threads link to its source code.
Look further: search Reddit, search Hacker News, read its GitHub issues. These are not reviews we checked.
Facts
| Registry name | dev.vibeseo/geo |
|---|---|
| Publisher | Domain vibeseo.dev |
| How the name is verified | Name verified via domain vibeseo.dev. The registry ties the name prefix to that account or domain; it does not check the code. |
| Type | Remote: hosted at a URL, nothing to install |
| Remote endpoints | streamable-http https://geo-mcp.vibeseo.dev/mcp |
| Version | 0.1.0 |
| Published | |
| Last updated | |
| Source repository | https://github.com/sultanlive/vibeseo-geo-mcp |
| Website | https://vibeseo.dev/geo-mcp |
| Category | AI & media generation (assigned by keyword rule, not by hand) |
Related servers in AI & media generation
- ai-visibility-tracker3/3Is your brand mentioned and cited in ChatGPT, Perplexity, Gemini…
- ai-visibility3/3Track how ChatGPT, Gemini & Perplexity mention, rank & cite your…
- ai-visibility7/7Track brand visibility across ChatGPT, Perplexity, Claude, and Gemini.
AI Visibility Tracker (via Apify)3/3AI visibility for agents: is a brand mentioned and cited by Gemini,…- AI Search Brand Visibility3/3See how ChatGPT, Perplexity, Gemini and Google AI Overviews mention…
- Cited AI Visibility Check7/8Check whether ChatGPT, Perplexity and Gemini recommend a business.…