Most AI skills, the prompts and workflows that make AI useful, stay stuck with the engineers: buried in repos and Slack, out of reach for non-technical teammates. Install one MCP server and your whole org (sales, marketing, ops, not just devs) gets a shared catalog of AI skills they use by name inside Claude, Cursor, ChatGPT, or Gemini. No code required. Anyone can create and share skills; admins govern with review and versioning; and skills can be Git-backed, with edits syncing as PRs.