The repository implements a server that acts as an intermediary between the Claude AI model and the Base blockchain. It likely follows a client-server architecture where Claude Desktop is the client and base-mcp is the server, communicating via the Model Context Protocol. The server exposes a set of tools that Claude can invoke via function calling.