Free Agent Score · Coming soon
See your product the way agents do.
Paste an API spec, docs or an MCP server address. Get a score out of 100, what stops agents finding, choosing and calling your product, and fixes you can copy.
Illustrative example
api.example.com
Agent Score
Agents can reach this API, but most operations tell them too little to choose it or call it right.
- Pass: Servers answer, and sign-in is documented
- Fail: 9 of 14 operations have no descriptionFix: say in one line what each returns and when to use it.
- Fail: 21 parameters have no exampleFix: show a value, like
units: "metric". - Missing: No llms.txt, and no MCP server
What it checks.
Six checks. Each failure comes with the evidence and a fix.
Names and descriptions
Each tool says what it does and when to use it, so agents pick the right one.
Parameters
Every input is typed, described and shown with an example.
Errors
Failures tell an agent what went wrong and what to try next.
Sign-in
Your docs show an agent how to get access, step by step.
Reachability
Your servers answer, quickly and over HTTPS.
Agent files
An llms.txt and an MCP server that agents can find.
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It opens to the waitlist first.
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