How do I connect an AI agent to AEO/GEO by VibeSEO?

Use the MCP streamable HTTP endpoint https://geo-mcp.vibeseo.dev/mcp.

Faceabot

Catalog › dev.vibeseo/geo

Is AEO/GEO by VibeSEO reliable?

Not measured yet Not measured yet. Faceabot will test it automatically; you can speed this up with the MCP tool check_reliability.

En français : Pas encore mesuré. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

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

Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.1.0 · publisher website

Connect your agent

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

Or ask Faceabot first: MCP tool check_reliability {"id":"dev.vibeseo/geo"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements

No measurement yet.

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

More from the same publisher

VibeSEO Not measured yet

SEO research, keyword discovery, site audits, Search Console, backlinks and content workflow.

MCP endpoint : https://mcp.vibeseo.dev/mcp · website · measurements and details

Publisher of AEO/GEO by VibeSEO?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/dev.vibeseo/geo.svg)](https://faceabot.com/tools/dev.vibeseo/geo)

Data in JSON: /api/catalog?id=dev.vibeseo/geo · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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