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Five MCP Gateway Solutions Shaping Enterprise AI Infrastructure in 2026

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As organizations scale AI deployments across multiple teams and environments, managing Model Context Protocol (MCP) servers has become a critical infrastructure challenge. MCP gateways have emerged as a dedicated layer to handle authentication, access control, observability, and routing between AI applications and external tools. A DEV Community analysis highlights five notable solutions for 2026: Bifrost, OpenRouter, Cloudflare AI Gateway, Kong AI Gateway, and LiteLLM. Each platform takes a distinct approach — ranging from enterprise MCP governance and API management to open-source flexibility and edge deployment. Choosing the right gateway depends on an organization's priorities around model routing, security controls, cost tracking, and operational scale.

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