Learn how to leverage AI coding assistants with CircleCI's MCP Server to quickly diagnose and fix CI build failures without leaving your IDE. This tutorial guides you through setting up a project, authorizing your assistant, and using it to analyze and resolve issues efficiently. By integrating structured data from your CI system, you can streamline the debugging process and enhance your development workflow.

CircleCI's MCP Server integrates with AI tools to enhance CI/CD processes by providing natural language access to build data, enabling users to diagnose issues, trace failures, and optimize workflows. With real-time visibility into build logs, pipeline statuses, and recent changes, developers can streamline debugging and improve their deployment processes. The MCP Server supports multiple installation methods, including NPX and Docker, and is designed to work seamlessly with various IDEs and LLM-powered tools.