First MCP, then A2A and AG-UI......now ACP is added to the Agent protocol stack. It's a fully open-source protocol by IBM.The thread below gives a detailed walkthrough on ACP (with implementation)👇 https://t.co/efc996DTsaAvi Chawla (@_avichawla):After MCP, A2A, & AG-UI, there's another Agent protocol.It's fully open-source and launched by IBM Research.Here's a complete breakdown (with code): https://t.co/GAbnvOGIdU ...

That's a wrap!If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):After MCP, A2A, & AG-UI, there's another Agent protocol.It's fully open-source and launched by IBM Research.Here's a complete breakdown (with code): https://t.co/GAbnvOGIdU ...

After MCP, A2A, & AG-UI, there's another Agent protocol.It's fully open-source and launched by IBM Research.Here's a complete breakdown (with code): https://t.co/GAbnvOGIdU ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):MCP & A2A (Agent2Agent) protocol, clearly explained (with visuals): ...

Core Insights - The emergence of the Model Context Protocol (MCP) is seen as a significant advancement in AI development, allowing for easier integration of external data sources and tools, thereby enhancing the efficiency of AI applications and agents [3][5][9] - Major tech companies, including Alibaba, Baidu, Tencent, and ByteDance, are actively adopting and promoting MCP, indicating a competitive landscape for AI agent development [9][10][11] Group 1: MCP Overview - MCP is likened to a "universal socket" for AI, enabling seamless connections between large models and external tools, which significantly reduces development costs and time [3][5][8] - The protocol was initially introduced by Anthropic in November 2022 but gained traction with the launch of the Manus AI agent in February 2023, showcasing the potential of MCP [7][13] - The adoption of MCP is expected to transform AI agents from simple information retrieval systems to more complex applications capable of executing tasks [8][12] Group 2: Industry Adoption - As of April 2025, various tech giants have integrated MCP into their services, with Baidu being the first to offer an enterprise-level MCP service [3][9] - Alibaba Cloud has launched a comprehensive MCP service that integrates over 200 leading models and nearly 100 mainstream MCP services, facilitating easier development of AI agents [10][12] - The introduction of payment MCP services by Alipay further enhances the capabilities of AI agents, allowing for streamlined transaction processes within applications [11][12] Group 3: Future Developments - The MCP ecosystem is still evolving, with ongoing improvements and adaptations expected as the technology matures [13][15] - The competition between MCP and other protocols, such as Google's Agent2Agent Protocol (A2A), highlights the dynamic nature of AI integration standards [14][15] - Industry experts believe that while MCP may face challenges, its foundational role in AI development will continue to be significant as it evolves [15][16]