Scalability

When deploying Model Context Protocol (MCP) in a large Enterprise, you will quickly hit an architectural wall. If 50 distinct AI Agents (Coding Agents, HR Bots, Financial Analysts) need to talk to 100 different internal systems (Jira, Confluence, GitHub, internal DBs), letting them connect directly creates a chaotic matrix of 5,000 P2P connections. This is why the MCP Gateway was born, becoming a mandatory architectural component in 2026 for any organization operating Agentic Systems. ...

Despite the massive advancements in cloud computing, enterprise applications facing explosive traffic growth inevitably hit a brutal wall: the Database and the Network layer. The root cause lies not in the hardware, but in the Architecture. We attempt to solve the “Millions of Requests per Second” (C10M) problem by simply throwing more servers at it (Vertical/Horizontal Scaling), only to realize that stateful bottlenecks, cache stampedes, and dual-write inconsistencies bring the entire cluster to its knees. ...