01

From information to action

Reading information and changing a system require different boundaries. We define what the agent can see, what it can do and when user approval is required.

02

Choose the right connection

MCP is useful when an agent client calls described tools. A direct API integration may be sufficient for a focused application feature. The workflow determines the approach.

03

Plan for failures

What happens when an API is unavailable or information is incomplete? Error handling and clear feedback to the user form part of the implementation design.