Jun 12, 2026

Harbor: One MCP Gateway for Many Services with Runtime Skills

genai mcp model context protocol skills context engineering agentic-ai

Harbor is an open-source MCP (Model Context Protocol) gateway that helps AI clients like Claude, Cursor, and ChatGPT work with existing backend APIs without requiring changes to those APIs.

The project started from a simple problem: exposing every API endpoint as an MCP tool doesn't scale very well in real-world systems. As the number of services grows, tool counts grow too, making onboarding and discovery harder for both developers and AI agents.

Harbor takes a different approach. Instead of creating a tool for every endpoint, it provides a small set of reusable tools, runtime skills, and a code execution layer that allows agents to discover services, understand business context, and interact with APIs more effectively.

Some of the key features include runtime skills, capability-driven onboarding, secure sandboxed execution, OAuth 2.1 support, audit logging, and production-focused operational controls.

The goal is simple: make it easier to connect AI systems to existing enterprise services without creating hundreds of tools or rewriting existing APIs.

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