Systems | Development | Analytics | API | Testing

What is MCP? Diving Deep into the Future of Remote AI Context

The hype for Anthropic’s Model Context Protocol (MCP) has reached a boiling point. Everyone (including Kong) is releasing something around MCP to ensure they aren't seen as falling behind in the ever-changing AI landscape. However, in this mad dash, there remains confusion around MCP and what this standard actually enables. Some see MCP as a total game-changer, and some see it as little more than a thin and unnecessary wrapper. As usual, the truth lies somewhere in between.

Streamline AI Usage with Token Rate-Limiting & Tiered Access in Kong

As organizations continue to adopt AI-driven applications, managing usage and costs becomes more critical. Large language models (LLMs), such as those provided by OpenAI, Google, Anthropic, and Mistral, can incur significant expenses when overused. This blog will explore how you can streamline your AI workloads by leveraging Kong’s token rate-limiting and tiered access features.

How to Create a Platform Cross-Charging Model (and Why Not To Do It)

I'm commonly asked by customers for advice on how they can build a good platform cross-charging model for their organization. And my gut reaction is nearly always "don't." We'll come back to why I think that later, but first let's look at what cross-charging means, why you might want it, and how it can be designed.

Securing, Observing, and Governing MCP Servers with Kong AI Gateway

The explosion of AI-native applications is upon us. With each new week, massive innovations are being made in how AI-centric applications are being built. There are a variety of tools developers need to consider, be it supplying live contextual data via the Model Context Protocol (MCP) or leveraging the new Agent2Agent Protocol (A2A) to standardize how their agentic applications will communicate. The modern AI application can include communication between many different entities, including.

Ensuring Tenant Scoping in Kong Konnect Using Row-Level Security

In the SaaS world, providers must offer tenant isolations for their customers and their data. This is a key requirement when offering services at scale. At Kong, we've invested a lot of time to provide a scalable and seamless approach for developers to avoid introducing breaches in our systems. In this article, we'll explore the challenges of tenant scoping and how we address them effectively.

Terraform Your Way to the Cloud with Konnect Dedicated Cloud Gateways

Imagine a world where you could deploy your API gateways across any cloud, enforce enterprise-grade policies, and meet compliance standards all within a single Terraform apply. Most teams think about infrastructure as code only in terms of spinning up VMs, networking components, databases, or maybe a Kubernetes cluster. But what if your API platform was just as programmable? With Kong’s Konnect platform and its support for Terraform, that reality is here today!

New Enhancements to Konnect to Fuel API-Driven Innovation

APIs are the lifeblood of disruption. . . when leveraged correctly. The best, most disruptive businesses are able to harness API growth as a strategic opportunity. But how? With an API platform that drives innovation, faster delivery, and top-tier customer experiences alongside a top-notch developer experience. To that end, the Kong Konnect team has been busy executing against these goals in the new year.

What is RBAC? The Basics of Role-Based Access Control

As cybersecurity takes the main stage, organizations face a significant challenge: how do you strike a balance between maintaining a high level of security and ensuring employees have enough data access to perform their jobs properly? Role-based access control (RBAC) is a solution that can support both of these goals, even as organizations are quickly scaling.