Production-grade MCP server (FastMCP, Pydantic-typed tools, Resources, Prompts) with Claude Desktop + Streamlit playground integration. Deployable to Fly.io.
A small library of practical AI automations: a custom MCP server in Python that exposes useful tools, plus a handful of n8n workflows that wire them into real business processes. Targets "I can ship integrations" — the core skill of an Applied AI / Forward Deployed engineer. - **MCP** (Model Context Protocol) is the standard for connecting LLMs to tools. By Feb 2026 the protocol hit ~97M monthly SDK downloads — knowing how to build a server, not just consume one, is rare and highly valued.