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Agent Discoverability Score

See whether AI assistants can find and connect to your MCP server

Check your MCP server

Free, no sign-in

We only read public information and never sign in to your server.

ChatGPT apps, Claude connectors and other AI agents reach your product through an MCP server. If they cannot find it, connect to it securely, or sign in to it, they send people to someone else. This free checker finds your MCP server, runs the same first steps an AI agent would, and returns a 0 to 100 score with a plain list of what passed and what needs work. For how well your website pages work for agents, use the Agent Readiness Checker.

Find out in seconds whether AI agents can discover and connect to your MCP server.
See five clear checks: secure connection, handshake, sign-in, tool quality and registry listing.
Learn where you stand, from winning to invisible, and what to fix first.

How it works

Get started in 3 simple steps

1

Enter your domain or the full URL of your MCP server.

2

We look for your MCP server and run a few safe, read-only checks, with no sign-in needed.

3

Review your score, the result of each check, and how to read it.

Best use cases

Built for teams that take AI visibility seriously

1

Product teams launching a ChatGPT app or Claude connector who want to know it can be found.

2

Developers checking an MCP server before sharing it with customers or partners.

3

Marketing and growth teams comparing how discoverable their brand is to AI agents.

One check is a snapshot. Want to see the trend?

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FAQ

Frequently asked questions

What is an MCP server?

An MCP server is a standard way for AI assistants like ChatGPT and Claude to use a product's data and actions. It is what sits behind a ChatGPT app or a Claude connector.

What does the Agent Discoverability Score measure?

It measures how easily an AI agent can find your MCP server and start using it: whether the connection is secure, whether the server answers the MCP handshake, whether sign-in works for one-click connection, how clear the tool descriptions are, and whether the server is listed in the public MCP Registry.

What does No connector found mean?

It means we could not find an MCP server for that domain, so an AI agent would not find one either. This is a real result, not an error. Publishing an MCP server and listing it in the registry is the way to fix it.

Why did a check say could not run?

Some checks need to look inside the server, which is not possible when it asks for sign-in or does not answer in time. Checks that could not run are left out of the score instead of counted against you.

Does the scan change anything on my server?

No. The checks only read. We do not sign in and we do not call your tools. We keep a scan for one hour so you can ask for the report by email. If you do, we keep the report for 90 days.

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Track your AI visibility every week and see what moves it, instead of checking by hand.

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