For too long, the Model Context Protocol (MCP) has operated on a principle of open access: connect an AI agent to an MCP server, and it gets access to every single tool that server offers. While this approach is simple for initial experimentation, it quickly becomes a liability in production.…
[](/blog/engineering/mcp-tool-governance-security-meets-context-efficiency)
In the rapidly evolving landscape of AI-driven development, the Model Context Protocol (MCP) has emerged as the critical standard for connecting AI applications to the data and tools they need. We are excited to announce the Technical Preview (TP) of Kong MCP Registry , a major milestone in our…
[](/blog/product-releases/kong-mcp-registry-tech-preview)
While every organization races to deploy AI agents faster, finance departments are watching something alarming unfold—and it will play a large part in determining who survives the agentic era. The numbers are stark: 84% of companies report more than 6% gross margin erosion from AI costs. Within…
[](/blog/enterprise/ai-cost-management-stopping-margin-erosion)
While every organization races to deploy AI agents faster, a quieter crisis is compounding in the background, and it will play a large part in determining who survives the agentic era. The numbers are stark. Too many executives see AI governance as a brake on innovation or something to figure out…
[](/blog/enterprise/agentic-ai-governance-managing-shadow-ai-risk)
Modern AI applications are no longer just about sending prompts to an LLM and returning text. As soon as AI systems need to interact with real business data, internal APIs, or operational workflows, the problem becomes one of orchestration, security, and control. The challenge is to build secure AI…
[](/blog/engineering/secure-ai-agents-volcano-sdk-kong-mcp-proxy)
KAi, the AI assistant inside Kong Konnect, just got significantly more capable. Today, we're announcing an enhanced beta version powered by the new Kong Konnect MCP Server — a shared infrastructure layer that also opens up your API platform to IDE copilots and custom agents . The result? KAi can…
[](/blog/product-releases/kai-upgrade-powered-by-konnect-mcp-server)
Gartner just published research that should be required reading for every platform and infrastructure leader building for the agentic era. The report, " How to Enable Agentic AI via API-Based Integration ," makes a stark claim: incrementally reworking existing APIs and connector-based integrations…
[](/blog/enterprise/gartners-context-mesh)
The agentic era is here, and it's exposing a critical gap in enterprise infrastructure. AI agents are no longer experimental. As many as 9 out of 10 enterprise organizations are actively adopting AI agents. Agents are making autonomous decisions, orchestrating complex workflows, and interacting…
[](/blog/enterprise/agentic-ai-developer-platform)
Kong AI Gateway 3.13 introduces MCP Tool ACLs , a powerful feature that enables fine-grained authorization and granular security policies for individual AI agent tools, solving the 'all-or-nothing' access problem. The evolution of AI agents and autonomous systems has created new challenges for…
[](/blog/product-releases/mcp-tool-acls-ai-gateway)
In one of our posts, Kong AI/MCP Gateway and Kong MCP Server technical breakdown, we described the new capabilities added to Kong AI Gateway to support MCP (Model Context Protocol). The post focused exclusively on consuming MCP server and MCP tools through Kong MCP Gateway. Now, it's time to check…
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If your 2026 resolution is to finally get AI costs under control , we've got you covered. Every January, the same resolutions show up: eat better, exercise more, finally learn that language, finally figure out that production use case for AI agents (OK, this one isn’t so typical unless you operate…
[](/blog/product-releases/ai-cost-control)
Kong was born to connect. The world is shifting from connecting cloud services with apps to connecting LLMs through agents. API calls and tokens are moving in tandem; a new unit of intelligence is forming. As AI traffic explodes into hypervolumes, speed is all that matters. The same principles of…
[](/blog/news/the-age-of-ai-connectivity)
Kong AI Gateway 3.13 moves enterprises from AI experimentation to shipping production-grade agents by unlocking new capabilities focused on agentic security, developer productivity, and resilience, including MCP tool-level access control, expanded provider support, and smarter load balancing. We…
[](/blog/product-releases/ai-gateway-3-13)
Companies are rapidly adopting AI, but it's not all roses. The excitement comes with significant risks, such as shadow AI, runaway costs, and security nightmares. This post explores the real challenges organizations face in AI governance today and highlights how forward-thinking companies are…
[](/blog/enterprise/ai-governance-wake-up-call)
A burgeoning cutting-edge technology has been fundamentally transforming how we build automation inside disruptive businesses: agentic AI. The impact of agentic AI is already shaping up to be massive. And agentic adoption is soaring: Kong's Agentic AI in the Enterprise report found that, of those…
[](/blog/enterprise/building-infra-for-the-agentic-internet)Secure your AI infrastructure with prompt guards, PII sanitization, and centralized governance. Control LLM costs with token-based rate limiting and semantic routing across providers.