🤖 AI agents now configure themselves

Came across an open source tool called Caliber. It scans your repo and builds the right context and rules for Claude Code, Cursor and Codex automatically. So the model actually understands your stack instead of guessing

✔️ Scans your full stack, databases, libraries and architecture
✔️ Connects relevant MCP servers based on detected code
✔️ Learns from mistakes and stores them to avoid repeats
✔️ One command sync when your project updates
✔️ Local audit called caliber score to show missing context
✔️ Safe changes with diff preview and rollback
✔️ Fully private, code stays on your machine
✔️ Free

👉 Github 👈

💻 @programmer