At AGNTCon + MCPCon Europe 2026 in Amsterdam, the buzz centers on agentic AI with strong interest, even as tempered concerns about existential risk persist thanks to ongoing governance and control efforts.

Language model plugins are showcased as a major development, with Manufact Inc. and Alpic SAS presenting MCP-based plugin ecosystems that enable reusable skills, access to external data, and deployment options for desktop or production environments.

A core theme is applying architectural discipline to vibe coding, as Reboot Inc. introduces a domain/behavior-centric framework to manage AI-generated code, preserving durable state and cloud-native architecture while keeping human oversight central.

Governance and risk management are foundational, with Traefik Labs offering a sovereign trust plane via a triple-gateway for APIs, MCP, and AI interactions, and Bluerock Security delivering a hosted AI workspace plus agentic code scanning for enterprise security.

Agentic orchestration emerges as the region where value and risk converge, featuring Orkes Inc. for deterministic orchestration and explainability, and Grape Up with Aiboostr to ensure governance and EU AI Act compliance in orchestrations.

The report emphasizes real customer traction over hype, arguing that business demand will drive maturation and risk mitigation in agentic AI rather than catastrophic scenarios.

Industry observer Jason Bloomberg notes the market is nascent but advancing and invites readers to join AGNTCon + MCPCon North America for deeper engagement.