Orinyx MCP — Free
Accessible AI agent verification with synthetic data, essential testing capabilities, and structured findings.
Apache-2.0 client. Source published at launch.
Orinyx
Independent Verification for Healthcare AI
Your AI passed the demo. Can it pass verification?
AI systems can complete tasks while producing inaccurate results, missing critical information, or relying on unsupported claims.
Orinyx is building independent verification tools that help developers test AI behavior, investigate failures, and examine the evidence behind their systems' outputs.
Start with the free Orinyx MCP.
Designed for developers testing AI agents using synthetic data.
Test Beyond the Output
Orinyx is designed to help developers answer three essential questions:
- Did the AI complete the task correctly?
- Can its outputs be independently verified?
- What evidence explains a potential failure?
Our approach combines independent testing, specialized verification agents, and evidence-backed reporting.
Start Free. Verify More as You Build.
Orinyx API — Coming Soon
An advanced verification platform for healthcare AI products, with integrated testing, expanded evaluation capabilities, observability, and a dedicated dashboard.
Initially available for synthetic patient-data testing.
Orinyx Enterprise — Planned
Enterprise verification for authorized patient-data workflows, subject to security and compliance readiness.
Help Shape Orinyx
We're looking for developers building AI agents and healthcare AI applications who want to help shape practical, independent AI verification.
What a verification result looks like
The Orinyx MCP splits one warfarin order into dose, route and frequency claims, then checks each against the FDA label.
Orinyx verification - run 0d8b1c6e (my-agent 0.3.0)
Checked 3 claims: 1 flagged, 1 supported, 1 abstained.
| # | Claim | Part | Result | Severity | Why | Citation |
|---|---|---|---|---|---|---|
| 1 | warfarin 20 mg by mouth daily | dose | FLAGGED | MODERATE | Dose 20 mg exceeds the stated maximum of 10 mg. | [1] |
| 2 | warfarin 20 mg by mouth daily | route | SUPPORTED | - | Oral administration is in the label. | [2] |
| 3 | warfarin 20 mg by mouth daily | frequency | NOT VERIFIED (abstain) | - | The label does not state a frequency this rule compares. | - |
[1] openFDA, Dosage and Administration (§2), Coumadin prescribing information
[2] openFDA, Dosage and Administration (§2), Coumadin prescribing information
FLAGGED: the cited label says otherwise, at the severity shown.
SUPPORTED: consistent with the cited label text. Not a judgment that the order suits a patient.
NOT VERIFIED: Orinyx could not check it, which does not mean it is correct.
An order Orinyx cannot read as written comes back first, marked UNREADABLE, do not act on it.
Orinyx flags; the clinician decides.
Illustrative output rendered from sample data.