The MCP Servers package in Go facilitates seamless integration of large language models with real-world data sources such as Slack and GitHub. It provides tools to build servers that extract contextual memory, enabling AI systems to access relevant platform data dynamically. This enhances the accuracy and relevance of responses by grounding AI in live data contexts, useful for automating workflows, data analysis, and intelligent interactions in software development, collaboration environments, and more. The package is designed for developers aiming to extend LLM functionalities with real-time data and improve contextual understanding within their applications.