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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Muhammad Hamza Arshad Majeed

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Jul 2026

An Empirical Study of Model Context Protocol Applications

A large-scale study of 1,723 MCPApps mined from GitHub, characterizing server integration across configuration, SDK use, and human-in-the-loop mechanisms and showing that the ecosystem has converged on some practices but not others.

Muhammad Hamza Arshad Majeed, May Mahmoud, Sarah Nadi · 0 citations

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