AI-powered MCP server for Chef-to-Ansible migration & Ansible upgrades: 48 tools for cookbook/Habitat conversion, InSpec to Testinfra, data bags to Vault, AWX/AAP workflows, CI/CD pipelines, upgrade planning & compatibility matrix validation. Model-agnostic. Web UI included.
