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MRZ Generator for Developers – Test KYC Identity Verification APIs with Synthetic Data
https://idprolab.com/free-mrz-generator-calculator
Building an identity verification pipeline? Our free MRZ generator gives developers production-grade test data for KYC, AML, and onboarding flows – without touching real customer documents.
KYC API providers like Onfido, Jumio, Shufti Pro, and Veriff extract MRZ data from passport images via OCR and return structured JSON. During integration testing you need synthetic documents with known MRZ values to verify API accuracy. Generate the exact reference MRZ string with our tool, compare it against the API response, and measure OCR accuracy, field extraction precision, and check digit validation. You can even incorporate random valid MRZ strings into your CI/CD pipeline so hard-coded test data never goes stale.
Developer use cases:
✔ Unit-test MRZ parsers (mrz for Node.js, passporteye for Python, JMRTD for Java)
✔ Test edge cases: long names, empty optional fields, special codes XXX and XXL
✔ Render MRZ in OCR-B at 300 DPI, print and rescan to measure OCR accuracy
✔ Validate your parser logic against the ICAO specification exactly
A single MRZ parsing error can cause a false negative – letting a sanctioned individual open an account – or a false positive blocking a legitimate customer. Test with confidence using mathematically correct reference strings.
Free, unlimited, client-side – your data never leaves your browser.
Try it now: https://idprolab.com/free-mrz-generator-calculator
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