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).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
Karada.ai
Turn software APIs into Go MCP servers for AI agents
Auto-compile OpenAPI specs & Postman collections into Go MCP servers with Streamable HTTP transport, CI/CD webhook auto-sync, and 1-click composable plugins (Sentry tracing, GA4 telemetry, secret vaults, AI firewalls).
Hey Product Hunt!
We built Karada.ai (https://karada.ai) to solve a real friction point in the Model Context Protocol ecosystem: building, testing, and hosting high-performance MCP servers from software APIs without writing brittle boilerplate.
Karada auto-generates native Go MCP servers from your OpenAPI / Swagger specs and Postman collections, exposing them over 2026 Stateless Streamable HTTP transport with CI/CD webhook auto-sync and 1-click composable plugins (Sentry error tracing, GA4 telemetry, Zero-Trust secret vaults, and AI firewalls).
Would love feedback from the community on the architecture, transport design, and developer workflow!
About Karada.ai on Product Hunt
“Turn software APIs into Go MCP servers for AI agents”
Karada.ai was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #110 on the daily leaderboard. Auto-compile OpenAPI specs & Postman collections into Go MCP servers with Streamable HTTP transport, CI/CD webhook auto-sync, and 1-click composable plugins (Sentry tracing, GA4 telemetry, secret vaults, AI firewalls).
On the analytics side, Karada.ai competes within Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Karada.ai performed against the three products that launched closest to it on the same day.
Who hunted Karada.ai?
Karada.ai was hunted by Shashwat Gupta. 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.
For a complete overview of Karada.ai including community comment highlights and product details, visit the product overview.
Shashwat Gupta