Skip to content
Cohort 1 Starts Thu, 12 Nov 2026 (Live Classes 10 AM–2 PM IST · Days Vary by Programme)Nov 12, Dec 10 & Jan 14 Batches Open · Flat 20% Off Till Dec 2026 (100% Incl. GST)Apply Now

Tag

#tool calling

Cover image for the article: Model Context Protocol (MCP) explained: build your first MCP server in Python, then make it production-safe
AI Engineering·4 Nov 2026·10 min read

Model Context Protocol (MCP) explained: build your first MCP server in Python, then make it production-safe

What the Model Context Protocol is, how hosts, clients and servers fit together, and a tested Python walkthrough: tools, resources, prompts, stdio vs Streamable HTTP, testing with MCP Inspector, and the security checklist for real deployments.