Features
Visual drag-and-drop workflow builder
Interactive sandbox for testing workflows
End-to-end request tracing with OpenTelemetry
Real-time cost tracking and optimization recommendations
Performance analytics with bottleneck identification
Custom metrics and real-time alerting
Quality assurance with test datasets and version comparison
LLM-as-a-judge evaluation and deterministic metrics
Self-hostable open-source platform
Policy-based governance center
Budget controls with caps, quotas, and proactive alerts
Cost forecasting and cost centers by agent, team, provider
REST APIs for integration
Supports OpenAI, Anthropic, Google Gemini, Mistral
Gated promotion from sandbox to production
Connect to 715+ MCP servers
Built-in OAuth authentication and automatic token refresh
One-click add to toolbox for MCP servers
Credential and session management (stateless for you)
OrgX coordination infrastructure (task delegation, decision workflows, cross-session memory)
Flamecast persistent assistant for Telegram and Slack
CLI and REST API for programmatic access
Publish custom MCP servers to marketplace
Usage statistics and server popularity metrics
Agent News for verified AI agent news with citations
OneSignal push notifications, email, SMS
Tavily optimized web search
Context7 version-specific documentation fetching
