
QBot: A CLI MCP Client Built for DevOps
What if you could talk to your infrastructure the same way you talk to ChatGPT? No clunky dashboards. No endless API docs. Just a simple CLI that lets you ask for what you want—and

What if you could talk to your infrastructure the same way you talk to ChatGPT? No clunky dashboards. No endless API docs. Just a simple CLI that lets you ask for what you want—and

What’s possible when you mix OpenAPI, the Model Context Protocol (MCP), and the Arazzo Specification?

Your REST API and its OpenAPI contract are already most of an MCP server. Updated for 2026 with the latest MCP revision, real HAPI CLI output, and the step from MCP to A2A.

Imagine a world where deploying your microservices or managing complex DevOps workflows is as simple as working alongside an AI-powered assistant. Thanks to Anthropic's Model Conte