MCP vs Function Calling
Function Calling and MCP are different concepts. Function Calling helps an AI model decide what action to perform. MCP provides a standard way to communicate with external systems.
This lesson stays conceptual and uses simple diagrams only.
Pick a request. Function Calling happens at the model step: the model chooses an action, then the host maps that action to the right MCP path.
| Function Calling | MCP |
|---|---|
| Decides an action | Provides a communication standard |
| Used by the model | Used by the AI application |
| Focuses on actions | Focuses on external connections |
| Can be used without MCP | Can be used without Function Calling |
Function Calling helps the model choose the action.
The host can map that action to the right MCP client.
MCP carries the request to the MCP server and external system.
Function Calling helps the AI model decide what to do. MCP provides a standard way to communicate with external domains and systems. They solve different problems and can work together.