Agent QA · Phase one · Free

Can an agent actually understand your API?

Paste an OpenAPI JSON document. Agent QA checks the documentation contract agents depend on—auth, stable tool names, input schemas, response schemas, errors, retry guidance, and support links. Your test is deterministic; it does not claim to test runtime reliability or security.

Open API reference

OpenAPI input

JSON only, up to 1 MB. The server does not fetch a URL from this field.

Readiness report

Prioritized documentation fixes and a bounded operation inventory.

Load the sample or paste an OpenAPI document to begin.

What it tests

OpenAPI structure, authentication clarity, tool identifiers, inputs, outputs, errors, limits, and retry guidance.

What it does not test

No live calls, credentials, exploit probes, model evaluation, or availability claims in phase one.

Use it from an agent

Call POST /api/agent-qa/openapi or MCP analyze_openapi_readiness with the same specification.

curl -X POST https://agentmediatools.com/api/agent-qa/openapi \
  -H 'Content-Type: application/json' \
  --data-binary '{"spec": {"openapi":"3.1.0","info":{"title":"Example","version":"1.0.0"},"paths":{}}}'