# API Gateways, AI Gateways, and MCP Gateways: Are Enterprises About to Pay Twice Again?

DevFeed: [API Gateways, AI Gateways, and MCP Gateways: Are Enterprises About to Pay Twice Again?](<https://devfeed.tech/articles/api-gateways-ai-gateways-and-mcp-gateways-are-enterprises-about-to-pay-twice-again-12645.md>)

Original publisher: [Read original article](<https://nordicapis.com/api-gateways-ai-gateways-and-mcp-gateways-are-enterprises-about-to-pay-twice-again/>)

Author: Rashmi Baberwal

Published: 2026-08-12T07:00:00Z

Content type: article

Language: en

Sources: [Nordic APIs](<https://devfeed.tech/sources/nordic-apis.md>)

Topics: [API](<https://devfeed.tech/topics/api.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Security](<https://devfeed.tech/topics/security.md>), [observability](<https://devfeed.tech/topics/observability.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [api](<https://devfeed.tech/tags/api.md>), [api-architecture](<https://devfeed.tech/tags/api-architecture.md>), [api-discovery](<https://devfeed.tech/tags/api-discovery.md>), [api-documentation](<https://devfeed.tech/tags/api-documentation.md>), [api-gateway](<https://devfeed.tech/tags/api-gateway.md>), [api-governance](<https://devfeed.tech/tags/api-governance.md>), [api-management](<https://devfeed.tech/tags/api-management.md>), [api-monitoring](<https://devfeed.tech/tags/api-monitoring.md>), [apis](<https://devfeed.tech/tags/apis.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [blog](<https://devfeed.tech/tags/blog.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [observability](<https://devfeed.tech/tags/observability.md>), [platforms](<https://devfeed.tech/tags/platforms.md>), [security](<https://devfeed.tech/tags/security.md>), [strategy](<https://devfeed.tech/tags/strategy.md>)

## AI overview

The article examines how enterprises can prepare existing API infrastructure for AI gateways, MCP gateways, and agent-driven operations. It highlights prior investments in API management platforms, gateways, developer portals, security, observability, and API-first development.

## Source excerpt

Over the last decade, enterprises invested heavily in API infrastructure. They purchased API management platforms, deployed gateways across business units and regions, built developer portals, introduced security and observability tools, and encouraged teams to adopt API-first development. The business case was compelling. APIs would make enterprise capabilities easier to reuse, shorten integration timelines, improve partner ...