MCP (Model Context Protocol) is an open protocol that allows AI applications to interact with external tools in a unified manner, but it may not always be necessary. Developers can opt for simpler alternatives like function calling or CLI integration when MCP's overhead and operational complexity are not justified by the benefits of a unified interface. This flexibility helps tailor solutions based on specific project needs.
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