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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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Ye.Ye. Piotrovskyi

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Review Open access Aug 2026

Controlling PII Disclosure in Database MCP Connectors

A reproducible benchmark and reference-gateway design, evaluated on synthetic data, for what controls at that boundary can and cannot do, and quantifying why value-level detection must be a backstop, not the primary control.

Ye.Ye. Piotrovskyi · 0 citations

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