# AI that runs your infrastructure

AI that runs real systems

Canonical URL: https://ai.stumason.dev/proof/coolify-mcp

Lets an AI safely operate a real platform, and hands it only what it can take in. Open source, thousands of installs a month.

Receipts: 8k+ npm installs / mo · 440+ stars · 98% coverage

Part of Stu Mason's proof set: real production AI you can open and inspect. See the offer: https://ai.stumason.dev/work-with-me  ·  full index: https://ai.stumason.dev/llms.txt  ·  open MCP (no key): https://ai.stumason.dev/mcp/stu