QAmcp

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Directory / AI Search Visibility: Brand Mentions in ChatGPT, Perplexity & AI Overviews

AI Search Visibility: Brand Mentions in ChatGPT, Perplexity & AI Overviews

Q: Is AI Search Visibility: Brand Mentions in ChatGPT, Perplexity & AI Overviews MCP server safe?

QAmcp's test on 3 Nov 2026: It needs an account, so we could only check it from outside. Its tools are behind the login. A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

by docs.crakseo.com · https://crakseo.com/mcp/ai-visibility

AI search visibility MCP: brand mentions in ChatGPT and Perplexity, Google AI Overview citations.

needs an accountPricing: not listed

Visit website

NOT SCORED

Checked from outside only · 3 Nov 2026

Is AI Search Visibility: Brand Mentions in ChatGPT, Perplexity & AI Overviews MCP server safe?

It needs an account, so we could only check it from outside. Its tools are behind the login.

A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

Test results

We could only check it from outside. The owner can test everything behind the login. How the test works

✓
Login setup follows the spec
All good
- ✓The server asks for a login (it answers 401 to an anonymous request).
- ✓The 401 reply points AI apps to the login details (resource_metadata).
- ✓The login details name this exact server.
- ✓Found the login server's description at https://crakseo.com/.well-known/oauth-authorization-server/api/indexing/oauth.
- ✓The login server's name matches what the server points to.
- ✓PKCE with S256 is supported.
- ✓AI apps can register themselves (dynamic registration).
pass
–
Asks for a login firstEverything else is behind the login, so we did not score it.
not tested

Test it yourself

Is this your server? This signs in with your account and tests everything behind the login.

npx qamcp-cli https://crakseo.com/mcp/ai-visibility --login

Show this score on GitHub

Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.

[![QAmcp score](https://qamcp.dev/s/com-crakseo-ai-visibility.svg)](https://qamcp.dev/s/com-crakseo-ai-visibility.html)

Score over time

3 Nov 2026not scored

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use AI Search Visibility: Brand Mentions in ChatGPT, Perplexity & AI Overviews, signed in with GitHub, one per person. Reviews never change the score.

Is this your server? Get an alert the moment it breaks.

QAmcp Monitor tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. Free for 1 server, no card.

Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works