MCP
How MCP Agents Help SaaS Security Teams Automate SOC 2 & HIPAA
Introduction Security and compliance teams at fast-growing SaaS companies are under constant pressure. Whether it’s a SOC 2 audit, HIPAA documentation, or staying updated with GDPR regulations, the compliance burden keeps growing—while the margin for error keeps shrinking. Despite having robust DevSecOps practices and cloud security tools in place, many teams still rely on spreadsheets,…
A Step-by-Step Coding Guide to Defining Custom Model Context Protocol (MCP) Server and Client Tools with FastMCP and Integrating Them into Google Gemini 2.0’s Function‑Calling Workflow
In this Colab‑ready tutorial, we demonstrate how to integrate Google’s Gemini 2.0 generative AI with an in‑process Model Context Protocol (MCP) server, using FastMCP. Starting with an interactive getpass prompt to capture your GEMINI_API_KEY securely, we install and configure all necessary dependencies: the google‑genai Python client for calling the Gemini API, fastmcp for defining and…