Startup Ideas 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.

An open-source AI gateway designed for managing multiple LLM providers such as OpenAI, Anthropic, Gemini, Ollama, Mistral, and Cohere. It offers built-in analytics, guardrails, rate limiting, caching, and administrative controls. It supports both HTTP and gRPC interfaces.

Backmesh is an open-source Backend as a Service (BaaS) designed for AI applications. It provides a secure way to call LLM APIs from your app without exposing private keys or requiring LLM SDKs. Backmesh offers features like JWT authentication, rate limits per user, and API resource access control to ensure secure and efficient LLM API usage. It also includes LLM user analytics to help identify usage patterns, reduce costs, and improve user satisfaction.