Features
MCP-compatible tool server creation
Automatic tool registration and discovery
Built-in middleware for logging, auth, rate limiting
Local emulator for testing MCP servers
TypeScript/JavaScript SDK (Python Go coming)
Dashboard for server monitoring and metrics
Plugin system for custom transports (stdio, SSE, WebSocket)
Automatic API documentation generation
Tool versioning and rollback
Seamless integration with Claude for Desktop, Copilot, custom agents
Environment variable management
Health check endpoints and uptime monitoring
Team collaboration features on paid plans
Multi-agent orchestration with handoffs
Sandbox Agents for containerized long-running tasks
Agent-as-tool delegation (v0.15.0+)
Realtime Agents with gpt-realtime-2 voice support (v0.17.6+)
Human-in-the-loop mechanisms
Automatic session history management
Built-in tracing for debugging
Provider-agnostic LLM support (100+ models via LiteLLM)
Redis session support (optional, v0.17.6+)
Instructions, tools, and guardrails configuration
Jupyter notebook compatibility
Supports OpenAI Responses and Chat Completions APIs
