higress
Higress is an open-source AI gateway and MCP (Model Control Plane) service platform developed by Alibaba Cloud, designed to facilitate AI model integration, unified protocol conversion, and efficient backend model scheduling for enterprises and developers.
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higress
Higress is an AI gateway and MCP service platform that provides developers with a one-stop AI plugin set and enhanced backend model scheduling capabilities, making AI and gateway integration more convenient and efficient. It supports over 100 large language models and versions with unified protocol conversion and model-level fallback. Higress enables enterprises to quickly convert existing RESTful APIs into MCP servers without starting from scratch, supporting rapid exposure of services as MCP servers. It is widely used in various industries, including finance and travel, to build AI-powered applications and digital employees. The platform is open source and also offers commercial cloud versions.
AI-native API gateway for AI Agent development and LLM API management.
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Multi-model Proxy
Supports unified protocol conversion for over 100 common large language models, enabling flexible backend model scheduling and forwarding requests to corresponding models.
MCP Conversion
Quickly converts existing RESTful APIs into MCP servers, allowing enterprises to leverage existing APIs and enjoy MCP benefits without rebuilding.
Semantic Caching
Supports precise and semantic caching of inference results to save tokens and reduce latency for similar or repeated queries.
Token Rate Limiting
Tracks token usage of large models and limits consumers who exceed quotas, providing better user quota management and token usage analytics.
Plugin Development with Wasm Client
Provides a wasm client wrapper for easier plugin development with scope control, and offers many ready-to-use community plugins.
Multi-data Source Integration
Integrates multiple mainstream service registries, enabling reuse of capabilities without redundant construction.
Unified Identity Authentication and Security Auditing
Offers unified identity authentication, traffic scheduling, parameter mapping, and security auditing for MCP requests.
Smart Routing and Unified Access
Optimized for AI business scenarios to reduce latency and resource consumption, simplifying model access and improving agent development efficiency.
Pricing
Higress offers an open-source version freely available for use. Commercial cloud versions with additional features are also available, but specific pricing details are not provided.
Use Cases
Enterprise AI Gateway
Used by enterprises like Ctrip and Semir to build AI gateways that unify large model service management, authentication, traffic control, and model mapping.
Digital Employee Deployment
Supports companies like Junrun Human Resources in deploying over 1000 digital employees working 24/7, significantly reducing labor costs.
Financial Data MCP Market
Enables financial data providers like Today Investment to convert rich financial APIs into MCP tools for easy and fast construction of financial large model applications.
Open Source AI Gateway Solution
Forms the core of SOFA AI Gateway, providing intelligent gateway solutions deeply optimized for AI business scenarios.
Integrations
Service Registries
Supports integration with multiple mainstream service registries for multi-data source management.
Large Language Models
Supports over 100 large language models with unified protocol conversion and fallback.
Alibaba Cloud Ecosystem
Integrates with Alibaba Cloud services and related open-source projects like Nacos, SpringCloudAlibaba, Dubbo, Sentinel, RocketMQ, and others.
Benefits
Limitations
Frequently Asked Questions
What is Higress?
Does Higress support multiple AI models?
Can I convert my existing RESTful APIs to MCP servers using Higress?
Is Higress free to use?
How can I get support for Higress?
Getting Started
- 1 Join the Higress community via DingTalk group, WeChat group, or follow the official WeChat public account.
- 2 Access the official documentation and explore the open-source repository on GitHub.
- 3 Deploy Higress AI Gateway and configure it to proxy and manage your AI models or convert existing RESTful APIs into MCP servers.
- 4 Develop or use existing plugins via the wasm client for extended functionality.
- 5 Integrate with your service registries and configure authentication, traffic control, and caching as needed.
Support
Community Groups
Join DingTalk and WeChat groups for community support and updates.
Documentation
Access official documentation and GitHub repositories for technical guidance.
WeChat Public Account
Follow the official WeChat public account for news and announcements.
API
API documentation is available through the official Higress documentation and GitHub repositories.
Supports token-based rate limiting to manage usage quotas and prevent overuse.
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