AgentProtocol.ai
//how agents communicate

Agent-to-agent protocol

An agent-to-agent protocol lets independent AI agents discover each other, delegate tasks and exchange results — without hard-coding knowledge of one another. This guide covers the general concept and the specific A2A protocol that implements it.

Layer: agent ↔ agent

What is an agent-to-agent protocol?

An agent-to-agent protocol defines how one autonomous agent asks another to do something and receives the result. It's the coordination layer of a multi-agent system: instead of a single agent trying to do everything, specialised agents cooperate.

“Agent-to-agent” is used two ways. As a general concept, it covers any protocol for inter-agent communication. As a specific standard, it usually refers to Agent2Agent (A2A), an open protocol introduced by Google. This page covers the concept; the A2A page covers the specification.

The core problem it solves

Connecting agents point-to-point doesn't scale. Every new agent would need bespoke integrations with every other. An agent-to-agent protocol introduces shared conventions so any compliant agent can work with any other — the same leverage a protocol gives at the tool layer.

  • Discovery — how an agent learns another exists and what it can do.
  • Delegation — how it hands over a task and parameters.
  • Coordination — how progress, intermediate messages and results flow back.
  • Trust & identity — how agents establish who they're talking to (an area still maturing).

How A2A implements it

A2A gives these ideas concrete shape: an agent card advertises capabilities for discovery, a task carries the delegated work through a lifecycle, and messages and artifacts carry updates and results. It runs over HTTP with JSON-RPC-style messages and supports streaming. See the A2A guide for details and examples.

Early days for cross-vendor delegation
True agent-to-agent interoperability across vendors is a young capability. Identity, trust and long-running coordination are active areas of work. Prototype with a specific spec version and expect change.

When you need it

Reach for an agent-to-agent protocol when you're building a system of multiple cooperating agents — especially if some are external or built by other teams. If you're only connecting one agent to tools, you likely want MCP instead. Unsure? The protocol selector can help.

//questions

Frequently asked questions

Is 'agent-to-agent protocol' the same as A2A?

Not exactly. 'Agent-to-agent protocol' is the general concept of any protocol for inter-agent communication. A2A (Agent2Agent) is a specific open protocol that implements that concept. A2A is the most prominent current example.

How do agents find each other?

Through capability discovery. In A2A, each agent publishes an 'agent card' describing its identity, skills and endpoint, which other agents read before delegating a task. Other systems may use registries or directories.

Do I need an agent-to-agent protocol for a single agent?

No. A single agent calling tools needs a tool-access protocol like MCP, not an agent-to-agent one. The agent-to-agent layer only becomes relevant once multiple agents must cooperate.