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MCP live MCP 2025-11-25 streamable-http

AI Visibility Checker

work.agentexchange.aivisibility/ai-visibility-mcp

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

Watch this dependency

Get before/after evidence when observed tools, schemas, authentication access, availability or the endpoint changes.

Inspect evidence and set up a watch Share public evidence report
Uptime
100.0%
5 direct probes · 30d
Response
615ms
last probe
Tools
2
callable
Resources
1
readable
Prompts
0
available
Primary URL
https://aivisibility.agentexchange.work/mcp
Score: 100/100
Handshake verified by our own probe.
why this score
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
2 tools, 1 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
3 items in total; 3 or more earns these points.
pass Describes itself 10/10
100 characters; more than 30 earns these points.

Tools · 2

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 pr…

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.

Resources · 1

visibility-score

Renders a read-only AI visibility or agent-readiness result with a score, named competitors or fixes, and a data-use notice.

ui://widget/visibility-score-v1.html

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "ai_visibility_checker": {
      "url": "https://aivisibility.agentexchange.work/mcp",
      "transport": "streamable-http"
    }
  }
}