Key Features

What you can do

Federation of Multiple Services

Combines MCP servers, REST APIs, and A2A services into a single endpoint for AI clients.

A2A Integration

Registers and exposes external AI agents such as OpenAI and Anthropic as MCP tools.

gRPC-to-MCP Translation

Automatically discovers and translates gRPC services to MCP using reflection.

Multiple Transport Support

Supports HTTP, JSON-RPC, WebSocket, SSE with keepalive, stdio, and streamable HTTP transports.

Admin UI and Multi-Tenancy

Includes an optional Admin UI for real-time management, configuration, and monitoring, with multi-tenancy features like email authentication, teams, and role-based access control (RBAC).

Scalability

Deployable via PyPI or Docker, scalable to Kubernetes with Redis caching and multi-cluster federation.