# Standardize system to system integrations with an A2A JSON-RPC interface

> Expose and run Agents, Teams, and Workflows over an A2A‑compatible JSON‑RPC interface with streaming responses and structured events.

- Published: 2025-10-07
- Author: Agno Team
- Category: Changelog
- Canonical: https://agno-com-nine.vercel.app/articles/standardize-system-to-system-integrations-with-an-a2a-json-rpc-interface
- Markdown: https://agno-com-nine.vercel.app/articles/standardize-system-to-system-integrations-with-an-a2a-json-rpc-interface.md

Expose and run Agents, Teams, and Workflows over an A2A‑compatible JSON‑RPC interface with streaming responses and structured events. This provides a consistent, low-friction way to integrate Agno into existing platforms, enabling real-time observability and control without custom glue code.

**Details**

- Streaming support for tokens and intermediate outputs
- Structured events for tool calls, reasoning traces, and memory operations for improved debugging and auditability
- Unified surface for single agents and team/workflow orchestration

**Who this is for:** Platform teams and integrators building reliable, observable agentic systems at scale.