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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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Chang Li

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Open access Sep 2026

Understanding Bugs in Model Context Protocol Development Frameworks: An Empirical Study

This study investigates bug symptoms, root causes, bug fixing challenges and patterns, and the effectiveness of LLM-based automated repair in MCP development frameworks, presenting the first large-scale empirical study of bugs in MCP development frameworks.

Si-Cheng He, Chang Li, Jia-Ming Liu et al. · 0 citations

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