MCP Dev Summit Bengaluru 2026

As the Model Context Protocol (MCP) matures, enterprises face a "Connectivity Gap": the $M \times N$ integration problem has shifted from a development crisis to an operational one characterized by context window bloat and fragmented identity management. While the protocol simplifies 1:1 connections, orchestrating a fleet of agents across AWS, GCP, and Azure requires a centralized intermediary to govern tool discovery and secure credential propagation. This session presents cloud-engineer-mcp, an open-source implementation of the MCP Gateway Pattern. We will dive into the technical challenges of aggregating official CSP-specific servers—AWS, Azure, and GCP—behind a single interface while maintaining high performance. The talk focuses on two core architectural innovations: Embedding-based Semantic Similarity (using local models like all-MiniLM-L6-v2) to surface only the most relevant top-K tools for a conversation, and Multi-Transport Support that allows the gateway to bridge local stdio environments (like Cursor or VS Code) with remote Streamable HTTP deployments.