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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

Author

M. Sohail

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2 papers indexed here

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Preprint Sep 2026

Characterizing Network Centralization and Observability in the Remote MCP Ecosystem

A three-tier observability framework comprising catalog metadata, passive compliance signals, and live vulnerability analysis is applied to empirically characterize the public MCP server ecosystem, identifying a Security-Observability Tradeoff observed in the current ecosystem.

M. Sohail · 0 citations
Open access Jul 2026

Integration of Advanced Machine Learning and Statistical Methods for High-Dimensional Genomic Data Analysis

The findings suggest that statistical feature selection combined with machine learning-based feature importance analysis can boost predictive power while simultaneously providing greater importance for biologically relevant features.

Z. Khan, M. Sohail, Habiba Mehak · 0 citations

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