Agent

Higress

AI-native API gateway for AI Agent development and LLM API management.

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Verdict

A quick read before you dig into the full page.

Best if
You are aI Engineers and need: Developing AI Agents
Pick this when
AI-native API gateway for AI Agent development and LLM API management

Overview

Higress is an AI native API gateway based on Istio and Envoy, which can be extended with Wasm plugins written in Go/Rust/JS. It offers AI Gateway, MCP Server Hosting, Kubernetes ingress controller, Microservice gateway and Security gateway. Higress AI网关提供多模型灵活切换与兜底重试、大模型内容安全与合规、语义化缓存、多 API Key 均衡、Token 配额管理和限流、大模型流量灰度、调用成本审计等能力,帮助企业开发 Agent、管理LLM API.

Higress screenshot

Best for

Short scenarios where Higress tends to shine.

  • Developing AI Agents

    Best for AI Engineers

  • Managing LLM APIs

    Best for DevOps Engineers

  • Converting RESTful APIs to MCP Servers

    Best for Platform Engineers

  • Securing AI model traffic

    Best for Security Engineers

  • Implementing rate limiting and token management for AI services

    Best for Data Scientists

  • Auditing AI service call costs

    Best for Machine Learning Engineers

Example outputs 1

Sample generations and before/after results for Higress.

Access & connections

Where you can use Higress, and what it plugs into.

Platforms

Web

Integrations

API

Public API available

Auth: API key

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Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

  • AI Gateway
  • MCP Server Hosting
  • Kubernetes Ingress Controller
  • Microservice Gateway
  • Security Gateway
  • Multi-model flexible switching and fallback retries
  • Large model content security and compliance
  • Semantic caching
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  • Multi-API Key balancing
  • Token quota management and rate limiting
  • Large model traffic grayscale
  • Call cost auditing

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FAQ 5

What is Higress.AI?
Higress is an AI native API gateway based on Istio and Envoy, which can be extended with Wasm plugins written in Go/Rust/JS. It offers AI Gateway, MCP Server Hosting, Kubernetes ingress controller, Microservice gateway and Security gateway. Higress AI网关提供多模型灵活切换与兜底重试、大模型内容安全与合规、语义化缓存、多 API Key 均衡、Token 配额管理和限流、大模型流量灰度、调用成本审计等能力,帮助企业开发 Agent、管理LLM API.
How to use Higress.AI?
Higress can be used to develop AI Agents and manage LLM APIs. It provides features like multi-model switching, content security, semantic caching, API key balancing, token management, traffic graying, and cost auditing. It also supports converting existing RESTful APIs to MCP Servers.
What is Higress?
Higress is an AI native API gateway based on Istio and Envoy, designed for AI Agent development and LLM API management.
What are the key features of Higress?
Key features include AI Gateway, MCP Server Hosting, Kubernetes Ingress Controller, Microservice Gateway, Security Gateway, multi-model support, content security, semantic caching, and token management.
What problems does Higress solve for AI service providers?
Higress solves problems related to long connections, high latency, large bandwidth, rate limiting stability, and token metering/billing for AI service providers.
Higress