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AI Gateways, MCP Gateways, and Agent Gateways Explained

The article clarifies the distinctions between three types of gateways crucial for managing AI applications: AI Gateways, MCP Gateways, and Agent Gateways. AI Gateways focus on routing requests to various LLM providers, handling costs, and ensuring uptime. MCP Gateways, on the other hand, are designed for tool governance, controlling what actions AI agents can perform and managing security risks. Agent Gateways, a newer category, address the complexity of managing numerous AI agents within an organization. AI

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IMPACT Clarifies distinctions between AI management tools, helping operators choose appropriate solutions for LLM routing and agent governance.

RANK_REASON The article explains existing concepts and categorizes vendors, rather than announcing a new development.

Read on dev.to — MCP tag →

AI Gateways, MCP Gateways, and Agent Gateways Explained

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  1. dev.to — MCP tag TIER_1 · Athreya aka Maneshwar ·

    MCP Gateways vs Agent Gateways vs AI Gateways: What's the Difference and Which Do You Need?

    <p>I've been in three meetings this month where someone said <em>"we need an AI gateway"</em> and three different people in the room nodded enthusiastically while meaning three completely different things.</p> <ul> <li>One meant <strong>LLM routing</strong> (because OpenAI went d…