Replit Tutorial5 min setupDeveloper friendly

Add HIN OCR to Your Replit App in 5 Minutes

Replit Agent scaffolds your full-stack application. StructOCR reads the boat hulls. Here's the exact prompt and API call to wire them together using Replit Secrets for instant boat onboarding.

Diagram showing a boat transom photo uploaded into an app running on Replit, sent to the StructOCR API, and returned as structured JSON containing the parsed HIN and manufacturer details.
Upload β†’ parse β†’ display: the full flow takes a single API call.

Why Replit + StructOCR is a natural fit for Marine Apps

Replit generates full-stack applications instantly from natural language using Replit Agent. It provisions the database, configures the server routes, and spins up frontend components seamlessly β€” but securely extracting a 12-character Hull Identification Number (HIN) from weathered fiberglass is something you need an explicit data pipeline to handle. StructOCR fills exactly that gap: one API call, structured JSON back. Tell Replit Agent what you want, paste in the fetch code below, and your cloud-hosted yard management app is live.

The problem: Standard AI can't read embossed fiberglass

Cloud-based AI environments like Replit are remarkable at writing boilerplates and orchestrating backend environments β€” but they stop at the boundary of specialized document parsing. You can build a beautiful marina management interface in minutes, yet the actual extraction of a Hull Identification Number (HIN) from a reflective gel coat, painted-over metal plate, or weathered transom requires a dedicated HIN OCR API. Standard vision models routinely fail to distinguish shallow engravings from background noise.

The solution: Marine-grade precision and parsing

StructOCR's /v1/hin endpoint accepts an image stream and returns a clean, fully typed JSON object with the validated HIN, plus it automatically breaks down the code into the Manufacturer Identity Code (MIC), serial number, and production dates. Because it runs as a pure REST API, your Replit container can talk to it effortlessly via a zero-dependency server-side request.

Integrate StructOCR in Replit (3 Steps)

  1. Describe your app to Replit Agent

    Open replit.com and start a new workspace using Replit Agent. Describe the marine tool you want to build β€” be explicit about the scanning interface.

    Try this prompt: "Build a mobile-friendly HIN scanner application using React and Node.js. Users can upload a photo of a boat's transom, and the app will display the extracted HIN, manufacturer code, and production year."
  2. Instruct the Agent to connect to the StructOCR endpoint

    Once the foundational UI and backend scaffolding are ready, paste the follow-up prompt into the Agent chat panel. Replit Agent will generate the network logic, wire up file stream uploads, and pipe the extracted data safely to your view state.

    Follow-up prompt: "When a user uploads a transom image, create a backend endpoint that forwards it as a multipart/form-data POST request to https://api.structocr.com/v1/hin. Authenticate using the bearer token stored in process.env.STRUCTOCR_KEY. Return the JSON payload back to the client UI."
    // Replit Agent wires this up inside your Express/Next server handler securely const response = await fetch('https://api.structocr.com/v1/hin', { method: 'POST', headers: { Authorization: `Bearer ${process.env.STRUCTOCR_KEY}` }, body: formData, });
  3. Add your StructOCR API key to Replit Secrets

    Navigate to the Tools β†’ Secrets menu in your Replit editor workspace sidebar. Add a new key named STRUCTOCR_KEY and paste your private API token into the value field. The workspace environment automatically loads the variable.

    Variable name: STRUCTOCR_KEY β€” get your free key at structocr.com/dashboard
    Key: STRUCTOCR_KEY Value: sk_live_xxxxxxxxxxxxxxxx

What you can build in Replit with this integration

  • Boat dealership inventory: Let staff snap a photo of a vessel's transom to instantly log it into the inventory system, automatically decoding the model year and manufacturer without manual typing.
  • Marine insurance claims: Add an upload step to a self-service claims flow: extract the HIN automatically from the policyholder's photos to verify the insured vessel. A perfect fit for marine automation hosted in cloud environments.
  • Marina & dock management: Build a mobile app for dockmasters to scan visiting boats to ensure they match registered tenant records and verify vessel age.
  • Vessel registration portal: Create a tool that validates HIN formats on the fly for state or federal boat registration compliance.

The prompt and the code

Copy the follow-up prompt text into your Replit Agent chat interface to implement the bridge handler. The backend example indicates how Replit typically handles file proxying to protect production secrets.

Prerequisite: A free StructOCR account β€” get your API key at structocr.com/dashboard (no credit card required)

I need to add HIN OCR to this application using a secure backend endpoint.

When a file is uploaded to our express app:
1. Forward it as multipart/form-data to: POST https://api.structocr.com/v1/hin
2. Include the header: Authorization: Bearer ${process.env.STRUCTOCR_KEY}
3. The response is JSON with fields: data.hin_number, data.is_valid, data.parsed.manufacturer_code, data.parsed.model_year
4. Pass this object to the client so it can display the extracted HIN and the decoded manufacturer/year in the results panel
5. Show a loading spinner while the request is in flight
6. Show an error message if the upload fails

Read the API token using process.env.STRUCTOCR_KEY.

What the API returns

Not just the raw stringβ€”the API automatically validates the check digit and breaks down the components. Your cloud application built via Replit Agent can bind this data structure directly.

{
  "success": true,
  "data": {
    "hin_number": "US-TNPD7474B899",
    "is_valid": true,
    "validation_error": null,
    "confidence": "High",
    "parsed": {
      "country_code": "US",
      "manufacturer_code": "TNP",
      "serial_number": "D7474",
      "production_month": "February",
      "production_year_short": "8",
      "model_year": "1999"
    }
  }
}

Technical Specs

  • Formats accepted: PNG, JPG, WEBP β€” optimized for dockside smartphone photos
  • Response time: typically under 1 second
  • Condition handling: robust against weathered fiberglass, painted engravings, and water glare
  • Algorithm checks: built-in Coast Guard validation to verify the 12-character standard format
  • Data extraction: isolates the HIN even when surrounded by hull textures or marine growth

Key Features

  • MIC Decoding: automatically identifies and extracts the 3-character Manufacturer Identity Code
  • Date Parsing: decodes the proprietary production month and model year logic built into the HIN
  • Format validation: verifies if the scanned code matches standard US, straight-year, or model-year formats
  • Edge computing ready: lightweight API payload designed for fast connectivity at marinas with poor cellular service

Live Demo: HIN OCR Scanner

No registration required. Upload a file to test the extraction.

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Frequently Asked Questions

Does StructOCR work inside a Replit environment?

Yes. StructOCR exposes standard, cloud-agnostic REST endpoints. Replit Agent can easily generate backend Express handlers or client-side fetches to communicate with it.

Where should I store the StructOCR API key within Replit?

Always use the built-in Secrets tool window (available under the tools tab in the workspace). Never hardcode your API tokens into files like `index.js` or save them inside standard text config blocks, to prevent accidental public exposures on shared forks.

Can it read HINs that are painted over or engraved in fiberglass?

Yes. Our HIN model is specifically trained on real-world maritime conditions, including shallow gel-coat embossing, painted metal plates, and uneven surfaces.

Does the API tell me the manufacturer of the boat?

Yes. The API automatically parses the 12-character HIN to extract the Manufacturer Identity Code (MIC), as well as the production month and model year.

How can I test the accuracy before building?

You can verify the model live with your own boat transom photos using our free HIN scanner tool.

Is there a free tier to test with?

Yes. StructOCR's free plan includes 10 scans per month with no credit card required. Check out our pricing page for full details.

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