Turn OpenAPI specs into production MCP servers
Karada.ai is a hosted platform and high-performance Go engine that auto-compiles OpenAPI 3.0/3.1 (and Swagger) specifications into native Model Context Protocol (MCP) servers, and multiplexes official marketplace MCP integrations behind a single unified gateway for AI clients like Cursor, Claude, OpenAI, Gemini, and Copilot.
Point Karada at any OpenAPI 3.0/3.1 or Swagger spec and it automatically parses routes into native Go MCP servers with Streamable HTTP transport, supporting 10,000+ concurrent streams with a stated 0.42ms p99 execution time.
Instead of stuffing dozens of raw tool schemas into the client prompt (the page cites 18k tokens for 40+ schemas), the client calls a single meta-tool while Karada discovers tools and executes multi-step workflows server-side, claiming ~95% context savings and reduced schema hallucination.
Connect internal tools and marketplace MCPs behind a single bearer-token endpoint, with isolated staging/production gateways and per-tool encrypted credential vaults (PKCE, Bearer auth).
One-click middleware additions with zero backend code changes: token-bucket rate limiting, semantic caching (cited 94% hit rate on LLM calls), OAuth 2.0 PKCE, and OpenTelemetry.
Point to raw spec URLs or CI/CD webhooks; spec changes are hot-reloaded and deployed (stated 84ms hot-reload) without restarting agent sessions.
Connect official pre-built marketplace MCP servers in one click, plus a private MCP registry, alongside your own compiled OpenAPI servers.
Automatic Git CI/CD, managed container hosting, global edge routing, and DDoS mitigation for deployed Go MCP servers.
Provide an OpenAPI 3.0/3.1 or Swagger spec URL; the AST extractor parses routes and generates a native Go MCP tool server (zero reflection, strict schema validation) hosted on Karada.
Attach Cursor, Claude Code, or autonomous agents to your Karada gateway over standard open MCP via Streamable HTTP.
The client calls the gateway (or the single karada_agent meta-tool), and Karada routes execution to the right MCP servers server-side, handling credentials and multi-step workflows.
Freemium with a free Hobby tier and three paid tiers: Gateway Pro at $19 USD/month, All-Access Pro at $49 USD/month, and custom-priced Enterprise. Plans scale hosted Go MCP servers (5 to 100+), multiplexed gateways (1 to 100+), monthly requests (100k to 10M+), and team/enterprise features like RBAC, SSO/SAML, and SLAs.
$0
Free forever, for personal projects, prototyping, and testing MCP tools. Includes 5 hosted Go MCP servers, 1 standard passthrough gateway, automatic Git CI/CD with managed container hosting, 100k requests/month, 10 GB bandwidth, public mark
$19 USD/mo
For AI agent developers (Cursor, Claude) needing multiplexing and autonomous agents. Includes 10 multiplexed gateways, enhanced gateway with karada_agent, encrypted secret vault and API keys, unlimited marketplace tool connections, up to 5
$49 USD/mo
Complete platform access: everything in Gateway Pro plus up to 100 Go MCP server container hosts, faster container builds with cold start prevention, dedicated high-scale builds, 1M requests/month, 100 GB bandwidth, and up to 10 teams with
Custom
Custom terms for high-scale teams. Everything in All-Access Pro plus custom MCP and gateway quotas, SSO/SAML with granular audit logging, dedicated VPC/isolated infrastructure, 99.99% uptime SLA, dedicated success manager, 10M+ monthly requ
Karada is a platform and high-performance Go engine that auto-compiles OpenAPI 3.0/3.1 or Swagger specs into hosted native Go MCP servers, and lets you multiplex official marketplace MCP integrations behind one unified gateway for AI clients like Cursor, Claude, OpenAI, Gemini, and Copilot.
The page cites a 0.42ms p99 tool execution runtime for compiled tools and an 84ms hot-reload time when an updated spec is deployed via zero-downtime spec sync.
Karada states support for all leading AI assistants and agents via 100% standard open MCP, naming Claude, OpenAI, Gemini, Cursor, and Copilot.
Yes. The Hobby plan is free forever and includes 5 hosted Go MCP servers, 1 standard passthrough gateway, automatic Git CI/CD, managed container hosting, 100k requests/month, and community Discord support.
Instead of loading dozens of raw tool schemas into the client prompt, the client calls a single meta-tool (karada_agent) while Karada discovers tools and executes workflows server-side. The page claims ~95% context savings and reduced schema hallucination versus a standard gateway loading 40+ schemas (~18k tokens).
Both. Karada offers a curated MCP marketplace for one-click connections to official integrations, and can compile your own OpenAPI 3.0/3.1 or Swagger specs into hosted Go MCP servers. Free plans are limited to public marketplace connections.
Karada provides per-tool encrypted credential vaults within isolated staging and production gateways, with OAuth PKCE, Bearer auth, and dynamic token delegation supported through its middleware pipeline.
One-click, hot-pluggable plugins include token-bucket rate limiting (e.g., 100 req/min), semantic caching, OAuth 2.0 PKCE, and OpenTelemetry; plans also include global edge routing and DDoS mitigation.
Full simulated companies for your AI agents to run against
Cut AI agent costs, same output
