The source repository doesn't reveal much about the implementation, but the concept is straightforward: this gives Claude and other AI agents a way to remember things between conversations. Instead of starting fresh every chat, agents can store and retrieve context through the MCP protocol. It's built on streamable HTTP transport and runs as a remote service on Vercel, so you don't host anything locally. Useful when you need an assistant to recall project details, user preferences, or ongoing work without manually re-explaining context each time. The cross-platform angle means the same memory works whether you're in Claude, ChatGPT, or another MCP-compatible client.
claude mcp add --transport http io.github.mifactory-bot-mifactory-agent-memory https://agent-memory-api.vercel.app/mcp