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Data And Beyond

Selected stories around Data Science, Machine Learning, Artificial Intelligence, Programming, and Technology topics. Writing guide: https://medium.com/data-and-beyond/how-to-write-for-data-and-beyond-b83ff0f3813e

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How To Get Started with MCP.

3 min readMay 27, 2025

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#MyBrandt

The MCP short for Model Context Protocol helps you build agents and complex workflows on top of LLMs.

Just think of MCP like an USB-C port for AI applications.

MCP is an open protocol that standardizes how applications provide context to LLMs.

Just like an USB-C provides a standardized way to connect your devices to various peripherals and accessories, the MCP provides a standardized way to connect AI models to different data sources and tools.

The MCP means that your AI applications can access the information and tools you work with every day rather than AI being limited to what it already knows, it can now understand your specific documents, data and context.

When you choose to use MCP servers, applications can access your personal documents from Google Drive or data about your codebase from GitHub and provide a more personalized and contextually relevant assistance.

At its core the MCP follows a client server architecture where a host application can connect to multiple servers.

As LLMs frequently need to integrate with data and tools this is how the MCP comes…

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Data And Beyond
Data And Beyond

Published in Data And Beyond

Selected stories around Data Science, Machine Learning, Artificial Intelligence, Programming, and Technology topics. Writing guide: https://medium.com/data-and-beyond/how-to-write-for-data-and-beyond-b83ff0f3813e

My Brandt
My Brandt

Written by My Brandt

Founder of #Omimimo The Pure Water Game, #MyBrandt Est 1998, Decentralized Writer✒AI Ethicist,Blockchain Blocker, Web3 Enthusiast & Human Philosopher!