Most AI agents forget everything when a session ends. MemoryKit is a lightweight Python library that gives any AI agent persistent memory across sessions. Three core methods: remember(), recall(), compress(). Works locally for free with sentence-transformers, or with OpenAI embeddings. No external database required. Built this over a weekend as a side project. Still early — would love feedback from people building AI agents.