As per experts, MCP allows AI models to share memory, tools, context across apps. Instead of siloed bots, MCP creates standardised way for models to interact with knowledge bases and APIs, enabling more reliable results. For enterprises, this means AI assistants can plug into workflows seamlessly, retrieve data securely, adapt without retraining reducing fragmentation while speeding up adoption.