MCP: An Introduction to Agentic Op Support

This post is a technical walkthrough demonstrating how to create autonomous agents that leverage large language models (LLMs) and tools to perform network mapping and automation. It covers MCP-based prompt and tool definitions, example functions for LDAP/SRV DNS queries and other reconnaissance commands, inspector/debug UI usage, and an alternative LlamaIndex implementation, and notes possible offensive extensions—but it is a how-to tutorial rather than an incident report.