Connect-MCP

AI Visibility Checker

work.agentexchange.aivisibility/ai-visibility-mcp · v1.1.0

Free, no signup. Check if ChatGPT, Perplexity & Google AI recommend a brand in 15 markets (GEO/AEO).

MCPremoteno credentialsWeb search & scrapingMessagingAI & LLM

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 2 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 88/100

What it does: 2 tools · 2 read, 0 write · Messaging, AI & LLM, Files & storage

No tool could be tested safely. Only read-only tools that need no input are called.

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +10
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +8
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://aivisibility.agentexchange.work/mcp

Tools

2 tools listed at last check
  • check_ai_visibility Read-only estimate of brand visibility in a representative large-language-model buyer-prompt sample. It is not a measurement or ranking from ChatGPT, OpenAI, or any named assistant. Returns a 0-100 proxy score, named competitors, and top fixes. Free.
  • check_agent_readiness Read-only audit of whether a public website is ready for AI agents: crawler access, llms.txt, structured data, discovery files, and metadata. Returns a 0-100 score and specific gaps. Free.

Badge

Connect-MCP badge for work.agentexchange.aivisibility/ai-visibility-mcp

Markdown for your README
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