Tag: MCP
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The Hidden Cost of AI Democratization Is Agent Sprawl

AI democratization is powerful, but without visibility it creates agent sprawl: duplicate tools, unclear ownership, inconsistent outputs, and hidden governance risk.
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MCP Is for the AI. MCP Apps Are for the User.

MCP lets AI connect to tools and workflows. MCP apps create the human interaction layer for verification, review, approval, and trust.