MCP Gateway vs Consolidated MCP Platform: Feature-by-Feature Comparison

MCP gateways and consolidated MCP platforms both provide AI agents with governed access to enterprise data, but they differ primarily in their balance of control, operational effort, and deployment speed. Gateways are custom or team-managed layers that centralize authentication, connector access, logging, session management, security policies, and performance tuning, making them well suited to highly regulated organizations or complex environments with strong engineering capacity, though they require substantial ongoing maintenance. Consolidated platforms, such as CData Connect AI, provide vendor-managed endpoints with prebuilt connectors, identity management, governance controls, dashboards, automated scaling, and simplified session handling, allowing teams to deploy agents more quickly with less infrastructure work. Organizations choosing between the approaches should assess their compliance and audit requirements, need for customization, available engineering resources, required data-source integrations, performance demands, and tolerance for vendor dependency.

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