How I Built and Deployed a Free Email Validation API with Python and FastAPI

I recently built and deployed my first API — an email validation
tool built with Python and FastAPI. Here’s how I did it and what
I learned along the way.

Why Email Validation?

Every app that accepts user signups needs email validation.


This content originally appeared on DEV Community and was authored by William Andrews

I recently built and deployed my first API — an email validation
tool built with Python and FastAPI. Here's how I did it and what
I learned along the way.

Why Email Validation?

Every app that accepts user signups needs email validation.
Most developers either roll their own regex (which misses a lot)
or pay too much for an enterprise solution. I wanted to build
something simple, affordable, and reliable.

What It Does

The API checks email addresses for:

  • Format — RFC 5322 compliance
  • MX Records — confirms the domain actually receives email
  • Disposable domains — flags throwaway addresses like mailinator.com
  • Typos — catches mistakes like gmial.com and suggests gmail.com

Each response includes a 0-100 quality score.

The Tech Stack

  • Python — FastAPI for the web framework
  • dnspython — for MX record lookups
  • Railway — for deployment
  • RapidAPI — for distribution and billing

Quick Example

import requests

url = "https://email-validation52.p.rapidapi.com/validate"
params = {"email": "test@gmail.com"}
headers = {
    "X-RapidAPI-Key": "YOUR_API_KEY",
    "X-RapidAPI-Host": "email-validation52.p.rapidapi.com"
}

response = requests.get(url, headers=headers, params=params)
print(response.json())

Example Response

{
  "email": "test@gmail.com",
  "is_valid": true,
  "score": 95,
  "checks": {
    "format": true,
    "mx_record": true,
    "disposable": false,
    "typo": false
  },
  "suggestion": null,
  "elapsed_ms": 245
}

What I Learned

FastAPI is incredible for building APIs quickly. It generates
interactive documentation automatically at /docs which makes
testing and sharing your API effortless.

Deploying to Railway was surprisingly simple — connect your
GitHub repo and it handles everything else.

The hardest part wasn't the code. It was getting all the pieces
working together — deployment, billing, documentation. But once
it clicked it all made sense.

Try It Free

I listed it on RapidAPI with a free tier of 500 requests/month.

https://rapidapi.com/Willivan0706/api/email-validation52

Would love feedback from anyone who works with email validation
or has built APIs before!


This content originally appeared on DEV Community and was authored by William Andrews


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William Andrews | Sciencx (2026-03-21T20:10:18+00:00) How I Built and Deployed a Free Email Validation API with Python and FastAPI. Retrieved from https://www.scien.cx/2026/03/21/how-i-built-and-deployed-a-free-email-validation-api-with-python-and-fastapi/

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" » How I Built and Deployed a Free Email Validation API with Python and FastAPI." William Andrews | Sciencx - Saturday March 21, 2026, https://www.scien.cx/2026/03/21/how-i-built-and-deployed-a-free-email-validation-api-with-python-and-fastapi/
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