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The Model Context Protocol (MCP)
What is MCP

David Feldman
Oct 15, 20251 min read
Agent or Tool (A2A or MCP)
In the ecosystem of AI communication, there are protocols designed to facilitate interactions between agents, models, and tools. A2A is positioned to complement MCP, addressing a distinct yet related aspect of agent interaction. The Model Context Protocol (MCP) is an emerging standard focused on connecting Large Language Models (LLMs) with data and external resources. Purpose: Reducing the complexity involved in connecting agents with tools and data. Characteristics: Tools a

David Feldman
Oct 15, 20251 min read


Agent2Agent (A2A) Protocol
A2A is an open standard developed by Google and donated to the Linux Foundation, designed to facilitate communication and collaboration between AI agents ( “A2A Protocol”) Why A2A? Presently, agents are architected using various frameworks and deployed by different companies. A2A provides a common language for these agents to communicate. A2A addresses key challenges in AI agent collaboration. It provides a standardized approach for agents to interact, enabling collaboration

David Feldman
Oct 10, 20252 min read


Agent Stack
A2A, MCP, Agent Frameworks and Models A2A : Standardizes communication among agents deployed in different organizations and developed...

David Feldman
Sep 26, 20251 min read
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