Topic
3 pieces
Reference Architecture · Agents
Agent memory over MCP puts an assistant's long-term memory in its own small server, so that any app that speaks the Model Context Protocol can save facts and look them up again. Explained with three diagrams and one worked example.
Demo · MCP
A local MCP server that lets Claude Desktop, Cursor or your own agent remember facts and recall them by meaning later. Each tool maps to a CoALA memory action.
Demo · RAG
A minimal web app that shows semantic Retrieval-Augmented Generation end to end. Pick a knowledge base (HR policies, a lease, a router manual), ask a question, and see the passages, similarity scores and database rows behind every answer. Each stage maps to the CoALA framework.