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LLMOps - Create an MCP HTTP Streamable Server and Connect it to Copilot Agents

The Machine Learning Engineer via YouTube

Overview

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Learn to build and deploy a custom Model Control Protocol (MCP) connector that integrates MSSQL databases with Microsoft Copilot Studio agents in this comprehensive video tutorial. Discover how to create a Docker container featuring an MCP server with Streamable HTTP implementation, OAuth v2 authentication, and automatic registration capabilities. Master the configuration of Nginx reverse proxy settings and establish custom connectors within both Power Platform and Copilot Studio environments. Explore the development of a read-only SQL toolkit that operates over the MCP 2025-03-26 transport protocol with OAuth 2.0 security, designed specifically for MCP connections in Copilot Studio rather than traditional custom connectors. Gain practical experience in LLMOps workflows while building a production-ready solution that runs behind Nginx on a public IP address, complete with streamable functionality for enhanced performance and real-time data access.

Syllabus

LLMOps: Create an MCP Http Streamable server and connect it to Copilot agents #machinelearning

Taught by

The Machine Learning Engineer

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