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Core Concepts
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Browse
Core Concepts
Reasoning
Memory & Retrieval
Agent Types
Design Patterns
Training & Alignment
Frameworks
Tools
Safety
Meta
The Agent Protocol originated as a community-driven open standard defining a unified HTTP API interface for communicating with AI agents. Initially developed by the AI Engineer Foundation, the concept of standardizing agent-to-agent communication evolved significantly.1) By mid-2025, Google launched the Agent2Agent (A2A) Protocol under the Linux Foundation's governance, which has become the primary open standard for secure, interoperable communication between AI agents across platforms and vendors.2)
The original Agent Protocol specification defined common REST API endpoints for interacting with any AI agent:
This standardization enabled framework-agnostic agent interaction. Frameworks like AutoGPT and BabyAGI adopted it to ensure agents built on different stacks could communicate through a common interface. The specification used JSON payloads over HTTP with clear lifecycle management for tasks and steps.
The A2A Protocol, launched in June 2025 by Google and governed by the Linux Foundation, extends the vision of agent interoperability to enterprise scale:
Over 100 technology companies are involved, including:
A2A and MCP are complementary standards:
Together they form the emerging interoperability stack for agentic AI systems. Bain's 2025 analysis projects 5-10% of enterprise tech spending directed toward agent platforms using these standards over the next 3-5 years.