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OpenAI SDK with MCP: Build MCP-Enabled Apps with ChatGPT Integration

· 25 min read
MintMCP
Building the future of AI infrastructure

Building AI applications that access external data sources securely remains a significant challenge for engineering teams. The Model Context Protocol provides a standardized approach to connect OpenAI models with file systems, databases, APIs, and enterprise tools—but deploying these integrations securely at scale requires proper infrastructure. This guide shows developers how to build MCP-enabled applications using the OpenAI SDK while implementing enterprise security and governance controls through centralized gateway architecture.