What is the Model Context Protocol (MCP)?

MCP is the universal open standard connecting AI coding assistants (Cursor, Claude Code, Windsurf) and autonomous agent fleets to external software APIs, databases, and enterprise services.

How is Karada different from self-hosting MCP servers?

Self-hosting requires writing brittle TypeScript/Python adapters, managing scaling, handling OAuth/API key storage, and fixing slow runtimes. Karada auto-compiles APIs into high-performance Go runtimes, bolts on plugins, syncs with CI/CD, and publishes to a registry—providing a complete managed lifecycle.

What is the Unified Gateway and how does it work?

The Unified Gateway multiplexes all your custom API tools and registry MCP servers (GitHub, Slack, Stripe, Postgres) behind a single endpoint and bearer token. Configure once on Karada and use across Cursor, Claude Code, Windsurf, and custom agent fleets.

How fast is API-to-server compilation?

Compilation takes under 2 minutes for standard OpenAPI/Swagger specifications and Postman collections, and under 5 minutes for massive enterprise schemas. The Go MCP server is live immediately after.

How does Karada handle API updates and schema changes?

Attach a Git webhook or CI/CD trigger to your schema repository. Whenever your API spec updates, Karada diffs the AST, updates tool schemas, and recompiles the Go runtime with zero server downtime.

Fact sheet · Developer Tools

Karada

Auto-compile APIs into Go MCP servers with 1-click plugins and unified gateway distribution

Visit karada.ai (opens in a new tab)0 votes. Log in to vote for Karada in the file community vote²Not yet verified by the maker

Karada specifications

Specifications of Karada
Section	Developer Tools
Origin	India
Website	karada.ai
Makers	Shashwat Gupta (Founder & Lead Engineer) Michael Foster (Co-Founder / CTO)
Votes²	0

Karada metrics

Fact file for karada.ai: Ahrefs Domain Rating and Majestic link facts, each with the change since the last fact check.
Metric	Value
Domain Rating	1 −1 (down) since last check
Trust Flow	9 no change since last check
Citation Flow	25 no change since last check
Referring domains	76 no change since last check
External backlinks	135 no change since last check

Fact: Ahrefs Domain Rating checked 17 Oct 2026, fact changed 9 Oct 2026. Fact: top topic Regional/Asia (9). Fact: Majestic checked 8 Oct 2026, fact changed 8 Oct 2026. Link facts from Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.

Karada domain fact sheet

Read from the public RDAP record on 16 Oct 2026, 14:18 UTC.
Domain age	9 months
Registered	24 Dec 2025
Expires	24 Dec 2027
Registrar	Cloudflare, Inc
DNSSEC	Signed

Every domain fact for karada.ai

Infrastructure platform that auto-compiles APIs into Go Model Context Protocol servers, adds composable plugins, syncs with CI/CD, and multiplexes tools behind

Overview

Screenshot of the Karada homepage — What karada.ai looks like

Karada is an infrastructure platform designed to help companies make their products AI-usable by auto-compiling APIs into high-performance Go Model Context Protocol (MCP) servers. The platform handles the complete lifecycle: converting OpenAPI, Swagger, and Postman specifications into native Go runtimes; attaching composable plugins like Sentry, GA4, and AI firewalls without code changes; keeping servers synchronized with API changes via CI/CD webhooks with zero downtime; and publishing tools to a registry for distribution across Cursor, Claude Code, Windsurf, and custom agent fleets.

Karada eliminates context bloat in AI applications by using an enhanced gateway with autonomous agent orchestration (karada_agent) that discovers, plans, and executes multi-step tool calls server-side instead of stuffing raw schemas into prompts. The platform provides a unified gateway endpoint that multiplexes custom APIs and marketplace MCP servers behind a single authentication token, configurable once for use across multiple AI harnesses.

The service is built on Streamable HTTP transport with sub-5ms execution latency and includes automated Git CI/CD integration, managed container hosting, and real-time usage monitoring. Developers can start free with basic hosting or upgrade to paid tiers for advanced features like faster builds, cold start prevention, and enterprise infrastructure options.

Feature facts

Auto-compile OpenAPI, Swagger, and Postman collections into native Go MCP servers
Composable plugin layer: Sentry tracing, GA4 analytics, AI firewalls, rate limiting, secret vaults
CI/CD auto-sync keeps servers updated with zero downtime
Autonomous agent orchestrator (karada_agent) eliminates context bloat
Sub-5ms execution latency on Streamable HTTP transport
Spec-to-server compilation in under 2-5 minutes
Private MCP registry for secure tool distribution

Pricing

Pricing model: Freemium

Hobby free forever with 5 Go MCP servers, 1 gateway, 100k requests/month, and community support. Gateway Pro $19 USD/month with 10 multiplexed gateways, enhanced gateway, encrypted secret vault, and 500k requests/month. All-Access Pro $49 USD/month with everything in Gateway Pro plus up to 100 Go MC

See Karada's full pricing (opens in a new tab)

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Frequently looked up

Q1What is the Model Context Protocol (MCP)?: MCP is the universal open standard connecting AI coding assistants (Cursor, Claude Code, Windsurf) and autonomous agent fleets to external software APIs, databases, and enterprise services.
Q2How is Karada different from self-hosting MCP servers?: Self-hosting requires writing brittle TypeScript/Python adapters, managing scaling, handling OAuth/API key storage, and fixing slow runtimes. Karada auto-compiles APIs into high-performance Go runtimes, bolts on plugins, syncs with CI/CD, and publishes to a registry—providing a complete managed lifecycle.
Q3What is the Unified Gateway and how does it work?: The Unified Gateway multiplexes all your custom API tools and registry MCP servers (GitHub, Slack, Stripe, Postgres) behind a single endpoint and bearer token. Configure once on Karada and use across Cursor, Claude Code, Windsurf, and custom agent fleets.
Q4How fast is API-to-server compilation?: Compilation takes under 2 minutes for standard OpenAPI/Swagger specifications and Postman collections, and under 5 minutes for massive enterprise schemas. The Go MCP server is live immediately after.
Q5How does Karada handle API updates and schema changes?: Attach a Git webhook or CI/CD trigger to your schema repository. Whenever your API spec updates, Karada diffs the AST, updates tool schemas, and recompiles the Go runtime with zero server downtime.

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