This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Zapinner gives developers 79 production-ready data utilities through one API. Normalize messy data, detect duplicates, validate records, repair JSON, detect PII, reconcile sources, transform data, and more—without rebuilding the same utility code for every project. Use REST, SDKs, or connect AI agents through MCP. One integration, consistent structured responses, and a free tier to start.
Hey Product Hunt! 👋 I’m Mike, the builder behind Zapinner.
I kept running into the same problem while building software: I was rewriting the same boring data utilities over and over—normalization, validation, deduplication, JSON repair, PII detection, reconciliation, transformations, and more.
So I built Zapinner.
Zapinner gives developers 79 production-ready data capabilities through one API — clean, validate, match, transform, protect, analyze, and automate.
You can use Zapinner through the REST API and SDKs, or connect it to AI agents through MCP.
My goal is simple: let developers spend less time rebuilding utility code and more time building their actual product.
I’d especially love feedback from users on:
• Which utilities you’d actually use • What capabilities are missing • Whether the API/docs feel intuitive • What would make you choose this over building the functionality yourself
🎉 Launch offers
Founding 100: The first 100 paying subscribers get 50% off their subscription for life.
Refer & Earn: Refer someone who becomes a paying Zapinner customer and earn 5,000 bonus credits every month they remain subscribed.
Start free with 1,000 credits/month. No credit card required.
Build once. Zap the rest. ⚡
I’ll be here answering questions and taking the feedback seriously.
One thing I haven’t highlighted enough about Zapinner: Recipes + Projects.
Recipes let you combine capabilities into reusable workflows, while Projects help organize what you’re building.
I’ve also been getting some great technical questions on X around MCP, CI, tool discovery, fail-closed behavior, and how Zapinner works under the hood.
If you have a hard technical question about Zapinner — architecture, security, MCP, APIs, testing, or why we built something a certain way — ask it here. Happy to get into the weeds.
About Zapinner on Product Hunt
“Stop rebuilding the boring stuff”
Zapinner was submitted on Product Hunt and earned 2 upvotes and 2 comments, placing #104 on the daily leaderboard. Zapinner gives developers 79 production-ready data utilities through one API. Normalize messy data, detect duplicates, validate records, repair JSON, detect PII, reconcile sources, transform data, and more—without rebuilding the same utility code for every project. Use REST, SDKs, or connect AI agents through MCP. One integration, consistent structured responses, and a free tier to start.
Zapinner was featured in API (98.7k followers), Developer Tools (519.8k followers) and Artificial Intelligence (479.1k followers) on Product Hunt. Together, these topics include over 219k products, making this a competitive space to launch in.
Who hunted Zapinner?
Zapinner was hunted by Mike Perkins. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Zapinner stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Mike Perkins
Hey Product Hunt! 👋 I’m Mike, the builder behind Zapinner.
I kept running into the same problem while building software: I was rewriting the same boring data utilities over and over—normalization, validation, deduplication, JSON repair, PII detection, reconciliation, transformations, and more.
So I built Zapinner.
Zapinner gives developers 79 production-ready data capabilities through one API — clean, validate, match, transform, protect, analyze, and automate.
You can use Zapinner through the REST API and SDKs, or connect it to AI agents through MCP.
My goal is simple: let developers spend less time rebuilding utility code and more time building their actual product.
I’d especially love feedback from users on:
• Which utilities you’d actually use
• What capabilities are missing
• Whether the API/docs feel intuitive
• What would make you choose this over building the functionality yourself
🎉 Launch offers
Founding 100: The first 100 paying subscribers get 50% off their subscription for life.
Refer & Earn: Refer someone who becomes a paying Zapinner customer and earn 5,000 bonus credits every month they remain subscribed.
Start free with 1,000 credits/month. No credit card required.
Build once. Zap the rest. ⚡
I’ll be here answering questions and taking the feedback seriously.
Thanks for checking out Zapinner!
zapinner.com