What if your AI coding agent actually learned from working with you?

Right now, tools like Claude Code, Cursor, and Windsurf start every session with a blank slate. That architectural decision you explained yesterday? Gone. The debugging pattern that took 20 minutes to figure out? You'll explain it again tomorrow. I kept running into this, so I built Mind Keg MCP, an open-source memory server that gives AI agents persistent knowledge across sessions. The idea is simple: agents small, atomic learnings as they work with you. Next session, they pull back what's relevant via semantic search. Knowledge compounds. The agent gets sharper the you use it.