Model Context Protocol

Securing Multi-Agent Systems: A2A, MCP, Memory, and Cross-Agent Trust Boundaries

Post author:Prabhu Kalyan Samal
Post published:January 18, 2026
Post category:AI & Agent Security Security

Explore multi-agent AI security: A2A protocol hardening, MCP boundary enforcement, cross-agent memory isolation, and trust boundary design patterns.

MCP Security and Pentesting: Threats & Hardening

MCP Security and Pentesting: Threats, Test Cases, and Hardening

Post author:Prabhu Kalyan Samal
Post published:January 8, 2026
Post category:AI & Agent Security Security

A comprehensive security assessment of the Model Context Protocol covering threat modeling, attack surface analysis, pentest methodologies, prompt injection test cases, and hardening strategies for MCP servers and clients.

WHAT is MCP (Model Context Protocol)

What Is MCP (Model Context Protocol)?

Post author:Prabhu Kalyan Samal
Post published:June 23, 2025
Post category:AI & Agent Security AI & Machine Learning Security Technology

Model Context Protocol (MCP) is an open standard enabling AI assistants to communicate with external tools and data sources seamlessly. Learn how MCP works, its architecture, and why it matters.