MCP server for Kubernetes: the agent reads cluster state, diagnoses pod failures and runs operations through kubectl
Rohit Ghumare
Rohit Ghumare develops tools and educational resources for AI agents focused on engineering, workflow optimization, and system management. His work includes the AI engineering course "AI Engineering from Scratch" for teaching through terminal interaction, and the "Pro Workflow" and "Claude Code Toolkit" plugins that enhance Claude Code with skills, rules, and templates. He also provides the "SkillKit" CLI for managing agent skills and the "kubectl-mcp-server" MCP server for Kubernetes cluster operations and diagnostics.
MCP servers
Skills
An open AI engineering course with tutor skills: the agent places you, teaches lessons in the terminal and quizzes you
CLI tools
A CLI skill manager for AI agents: install from repositories, translate between agent formats and deploy into their configs
Plugins
A Claude Code plugin with correction memory: every fix becomes a rule, plus topic wikis, hooks and dozens of skills
A large kit for Claude Code: subagents, skills, commands, hooks, rules, templates and MCP configs in one plugin marketplace
Prompts
A collection of DESIGN.md files by aesthetic family and remix recipes to set an interface style for the agent