MCP vs. copy-paste RAG: why agents need live memory
Engineering·Annot Team·5 min read·Apr 19, 2026
Pasting chunks into a chat is fragile. A persistent endpoint lets every session start where your knowledge left off.
Under the hood, Annot combines Supabase, semantic search, and MCP so your saves stay structured, secure, and reachable from the tools you already use — without custom glue code for every agent.
Want to try it with your own saves? Request early access and connect Annot to the agents you already use.