What is Karada.ai?
Karada.ai is a proprietary language-agnostic platform and Go engine that automatically compiles APIs into production-ready Model Context Protocol (MCP) servers. It provides 1-click composable plugin middleware, managed high-throughput hosting, and a unified gateway across Cursor, Claude Code, Windsurf, and enterprise agent fleets.
The 4 Infrastructure Layers
Software APIs are designed for human workflows and frontend apps, not agent loops. Karada automates the entire tool lifecycle across 4 distinct layers:1. Build & CI/CD Sync
Auto-compile APIs (OpenAPI / Postman) into MCP servers. Keep tools in sync with CI/CD on every API deploy and spec drift with zero downtime.
2. Composable Middleware
Bolt on 1-click plugins for Sentry error tracing, Google Analytics/GA4 telemetry, Slack alert webhooks, token-bucket rate limits, and AI firewalls.
3. Managed High-Throughput Hosting
Deploy stateless Streamable HTTP runtimes in Go with sub-5ms latency, 10,000+ concurrent stream support, and automated TLS certificates.
4. Unified Gateway & Distribution
Dual-audience gateway: configure tools once across all harnesses while enforcing org standards; publish to our registry to distribute tools directly to active agent fleets.
Getting Started
Ready to convert your first API? Follow our quickstart guide to compile and deploy your first MCP server in under two minutes:Quickstart Tutorial
Follow the step-by-step walkthrough to import an API spec, attach plugins, and connect your server to Claude Code or Cursor.