MCP Servers: A Practical Guide to Context on Demand

Model Context Protocol, or MCP, is how an AI client asks for context instead of waiting for you to shuttle it in. Clients can already expose open files, workspace context, and sometimes terminal output. Remote services, databases, CI runs, output from another shell, you still feed that in by hand. MCP gives the client a shared protocol to discover tools, read resources, and reach those systems…