Karada

Karada is a service that takes an existing web API and produces a hosted Model Context Protocol server, so AI agents can call it. It was shown by its maker on 23 September 2026, and it is aimed at teams that want agents to use an API they already run. Each published operation becomes something an agent can call, so the scope settings matter as much as the generator.

What Karada does

• Server generation: reads an OpenAPI, Swagger or Postman specification from a URL or file, and generates a standalone Go server with one tool for each endpoint.
• Gateway: isolated gateways for each project, with scope management, audit logging and rate limiting.
• Access control: OAuth 2.0 with PKCE, and encrypted storage of upstream API keys.
• Plug-ins: optional links to Sentry for failures, GA4 or PostHog for usage and Slack for alerts.

Clients

The product is said to work with coding assistants including Cursor, Claude Code and Windsurf.

Key facts

• Transport: streamable HTTP.
• Specification formats: OpenAPI 3.0 and 3.1, Swagger 2.0 and Postman v2.1 collections.
• Token saving: the vendor's own figure is a 40 to 60 per cent cut in token use when its server-side agent is used.