Higress

What Is Higress? Higress is an open-source AI gateway developed by Alibaba Cloud that serves as a unified entry point for managing AI model APIs. It provides intelligent routing, load balancing, rate limiting, and security features specifically designed for AI workloads. Higress also functions as an MCP server, enabling AI assistants to interact with backend services through the standardized Model Context Protocol. It bridges the gap between AI applications and enterprise infrastructure.

Key Capabilities Unified API gateway for multiple AI model providers Intelligent routing with model-based load balancing MCP server mode for standardized agent-tool communication Built-in rate limiting, authentication, and security policies Observability with logging, metrics, and tracing Cloud-native architecture with Kubernetes support

Who Should Use Higress? Higress is ideal for enterprises and platform teams that need to manage multiple AI model integrations at scale. It is especially valuable for organizations running AI services in production that require reliable routing, security, and observability across their AI infrastructure.