MCP Protocol Unifies Tool Calls Across LangGraph Agents, Cutting Code Duplication
MCP lets agents ask a central server for tools instead of embedding definitions in each graph. Replacing four scattered tool definitions with a single HTTP‑based registry cut maintenance work and opened the door to cross‑framework integration. The switch also clarified ownership between the ML and application teams.