LLMOps - MSSQL Custom Connector for Claude.ai and ChatGPT Developer Mode
The Machine Learning Engineer via YouTube
Overview
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Learn to build a production-ready Model Context Protocol (MCP) server that enables secure AI-powered interactions with Microsoft SQL Server databases through this comprehensive tutorial. Discover how to implement OAuth 2.0 authentication, SSL/TLS encryption, and seamless integration with both Claude.ai and ChatGPT Developer Mode for natural language database querying. Master the creation of dual support systems that work with Claude.ai's MCP server architecture and ChatGPT's Developer Mode, while implementing robust security features including dynamic client registration, authorization code flow, and token management with one-hour expiration limits. Explore advanced database operations including table management, SQL execution for SELECT, INSERT, UPDATE, and DELETE queries, schema discovery, and data exploration with configurable limits and optional read-only modes for production environments. Understand the implementation of Server-Sent Events (SSE) for persistent connections, Nginx reverse proxy configuration for production-grade deployment, health monitoring endpoints, and auto-reconnection handling. Gain practical experience with TLS 1.2+ security protocols, ODBC Driver 18 for SQL Server, Let's Encrypt certificate management with automatic renewal, and OAuth redirect URI whitelisting for trusted domains, making this an essential resource for developers working on LLMOps and secure database integration projects.
Syllabus
LLMOps: MSSQL Custom Connector Claude.ai / Chatgpt Developer Mode #machinelearning #datascience
Taught by
The Machine Learning Engineer